Talks | Parallel Computing

Keynote talks

  • M. Aldinucci, HPC application cloudification: the streamflow toolkit, PARMA-DITAM (co-localed with HiPEAC) Virtual event: , jan, 2021.
    [BibTeX] [Download PDF]
    @misc{21:parmaditam:hpc4ai,
    address = {Virtual event},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {PARMA-DITAM (co-localed with HiPEAC)},
    keywords = {keynote, hpc4ai, deephealth},
    month = jan,
    title = {{HPC} application cloudification: the streamflow toolkit},
    url = {https://datacloud.di.unito.it/index.php/s/HWZijXPqmwfoYCp},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2021_PARMA-DITAM_keynote_HPC-Cloudification.pdf}
    }

  • M. Aldinucci, From skeletons to workflows in the cloud-edge era, 14th Intl. Symposium on High-Level Programming and Applications (HLPP) Virtual event: , 2021.
    [BibTeX] [Abstract] [Download PDF]

    Workflows are among the most commonly used tools in a variety of execution environments. Many of them target a specific environment; few of them make it possible to execute an entire workflow in different environments, e.g. Kubernetes and batch clusters. We present a novel approach to workflow execution, called StreamFlow, that complements the workflow graph with the declarative description of potentially complex execution environments and that makes it possible to execute multiple sites not sharing a common data space. StreamFlow supports both task and data parallelism and enables the reproducible and scalable execution of workflows, such as AI pipelines, in hybrid cloud-HPC environments. As a running example, we use the novel “universal COVID-19 pipeline” that explore the whole optimisation space of the training of different DNNs to classify COVID-19 lung lesions.

    @misc{21:hlpp:streamflow,
    abstract = {Workflows are among the most commonly used tools in a variety of execution environments. Many of them target a specific environment; few of them make it possible to execute an entire workflow in different environments, e.g. Kubernetes and batch clusters. We present a novel approach to workflow execution, called StreamFlow, that complements the workflow graph with the declarative description of potentially complex execution environments and that makes it possible to execute multiple sites not sharing a common data space. StreamFlow supports both task and data parallelism and enables the reproducible and scalable execution of workflows, such as AI pipelines, in hybrid cloud-HPC environments. As a running example, we use the novel ``universal COVID-19 pipeline'' that explore the whole optimisation space of the training of different DNNs to classify COVID-19 lung lesions.},
    address = {Virtual event},
    author = {Marco Aldinucci},
    howpublished = {14th Intl. Symposium on High-Level Programming and Applications (HLPP)},
    keywords = {keynote, deephealth, across, admire},
    month = jul,
    title = {From skeletons to workflows in the cloud-edge era},
    url = {https://datacloud.di.unito.it/index.php/s/RyRPjNBse5PKnab},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/s/RyRPjNBse5PKnab}
    }

  • M. Aldinucci, The modernization of HPC applications for the cloud era, Fifth EAGE Workshop on High Performance Computing for Upstream Virtual event: , 2021.
    [BibTeX] [Abstract]

    Workflows are among the most commonly used tools in a variety of execution environments. Many of them target a specific environment; few of them make it possible to execute an entire workflow in different environments, e.g., clouds, supercomputers, and both of them. We present a novel approach to workflow execution, called StreamFlow, that complements the workflow graph with the declarative description of potentially complex execution environments (such as Kubernetes and SLURM), making it possible to execute onto multiple sites not sharing a common data space. Streamflow clearly distinguishes it from many other workflow management systems because it decouples the data dependencies from the deployment of (containerized) workflow steps. Streamflow also leverages CAPIO (Cross-Application Programmable I/O) to move data from one step to another efficiently. CAPIO captures the POSIX file system and streams it in parallel and in-memory to the workflow’s next step, possibly enabling in-transit data filtering.

    @misc{21:eni:streamflow,
    abstract = {Workflows are among the most commonly used tools in a variety of execution environments. Many of them target a specific environment; few of them make it possible to execute an entire workflow in different environments, e.g., clouds, supercomputers, and both of them. We present a novel approach to workflow execution, called StreamFlow, that complements the workflow graph with the declarative description of potentially complex execution environments (such as Kubernetes and SLURM), making it possible to execute onto multiple sites not sharing a common data space. Streamflow clearly distinguishes it from many other workflow management systems because it decouples the data dependencies from the deployment of (containerized) workflow steps. Streamflow also leverages CAPIO (Cross-Application Programmable I/O) to move data from one step to another efficiently. CAPIO captures the POSIX file system and streams it in parallel and in-memory to the workflow's next step, possibly enabling in-transit data filtering.},
    address = {Virtual event},
    author = {Marco Aldinucci},
    howpublished = {Fifth EAGE Workshop on High Performance Computing for Upstream},
    keywords = {keynote, deephealth, across, admire},
    month = sep,
    title = {The modernization of {HPC} applications for the cloud era},
    year = {2021}
    }

  • M. Aldinucci, Mnemocomputing, HLPGPU 2019 (Satellite workshop of HiPEAC 2019) Valencia, Spain: , 2020.
    [BibTeX] [Download PDF]
    @misc{20:hlpgpu:mnemocomputing,
    address = {Valencia, Spain},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {HLPGPU 2019 (Satellite workshop of HiPEAC 2019)},
    keywords = {keynote},
    month = jan,
    title = {Mnemocomputing},
    url = {https://datacloud.di.unito.it/index.php/s/8pAGGsw4nEtrtNj},
    year = {2020},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2020_HLPGPU_keynote.pdf}
    }

  • M. Aldinucci, Toward near-data processing service computing, Parallel, Distributed, and Network-Based Processing (PDP) Cambridge, UK: IEEE, 2018.
    [BibTeX] [Download PDF]
    @misc{18:PDP:NDP,
    address = {Cambridge, UK},
    annote = {http://www.pdp2018.org/invited.html},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 18:02:39 +0100},
    date-modified = {2021-01-01 18:54:26 +0100},
    howpublished = {Parallel, Distributed, and Network-Based Processing (PDP)},
    keywords = {keynote},
    month = mar,
    publisher = {{IEEE}},
    title = {Toward Near-Data Processing service computing},
    url = {https://datacloud.di.unito.it/index.php/s/ePDZ44KSsgXSGHw},
    year = {2018},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2018_PDP_keynote.pdf}
    }

  • M. Aldinucci, Partitioned global address space in the mainstream of C++ programming, International Parallel Computing (ParCo) Bologna, Italy: , sep, 2017.
    [BibTeX] [Download PDF]
    @misc{20:parco:PGAS,
    address = {Bologna, Italy},
    annote = {http://www.parco.org/keynotes.html},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 19:00:41 +0100},
    date-modified = {2021-01-01 19:04:21 +0100},
    howpublished = {International Parallel Computing (ParCo)},
    keywords = {keynote},
    month = sep,
    title = {Partitioned Global Address Space in the mainstream of {C++} programming},
    url = {https://datacloud.di.unito.it/index.php/s/dTAm7oAfHRTY7BC},
    year = {2017},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2017_PARCO_keynote.pdf}
    }

  • M. Aldinucci, Streaming in the PGAS era, International Workshop on Autonomic Solutions for Parallel and Distributed Data Stream Processing (Auto-DaSP 2017), Workshop of EuroPar 2017 Santiago de Compostela, Spain: , 2017.
    [BibTeX] [Download PDF]
    @misc{17:autodasp:17,
    address = {Santiago de Compostela, Spain},
    annote = {http://calvados.di.unipi.it/auto-dasp-17/index.php/program/},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 19:04:30 +0100},
    date-modified = {2021-01-01 19:07:40 +0100},
    howpublished = {International Workshop on Autonomic Solutions for Parallel and Distributed Data Stream Processing (Auto-DaSP 2017), Workshop of EuroPar 2017},
    keywords = {keynote},
    month = aug,
    title = {Streaming in the {PGAS} Era},
    url = {https://datacloud.di.unito.it/index.php/s/H6ZRoK6gLZDQFta},
    year = {2017},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2017_AutoDASP_keynote_pgas.pdf}
    }

  • M. Aldinucci, Parallel patterns, data-centric concurrency, and heterogeneous computing, 6th IEEE Intl. Conference on High-Performance Computing and Communications (HPCC) Paris, France: , aug, 2014.
    [BibTeX] [Download PDF]
    @misc{14:hpcc:datacentric,
    address = {Paris, France},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {6th IEEE Intl. Conference on High-Performance Computing and Communications (HPCC)},
    keywords = {keynote},
    month = aug,
    title = {Parallel patterns, data-centric concurrency, and heterogeneous computing},
    url = {https://datacloud.di.unito.it/index.php/s/mRSTsB6qjKMYiEN},
    year = {2014},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2014_HPCC_Aldinucci.pdf}
    }

  • M. Aldinucci, Fastflow: high-level programming patterns with non-blocking lock-free run-time support, Intl. Summer School in Parallel Patterns Dublin, Ireland: , 2014.
    [BibTeX] [Download PDF]
    @misc{14:dublin:ff,
    address = {Dublin, Ireland},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-02-01 11:32:48 +0100},
    howpublished = {Intl. Summer School in Parallel Patterns},
    keywords = {keynote},
    month = jun,
    title = {FastFlow: high-level programming patterns with non-blocking lock-free run-time support},
    url = {https://datacloud.di.unito.it/index.php/s/TJP46RfwX2NGPTS},
    year = {2014},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2014_Dublin_Aldinucci.pdf}
    }

  • M. Aldinucci, Turning big data into knowledge: techniques and tools for parallel computing on online data streams in systems biology and epidemiology, Workshop in big data management Rhodes, Greece: , aug, 2012.
    [BibTeX] [Download PDF]
    @misc{12:bigdata:ff,
    address = {Rhodes, Greece},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-02-01 11:21:34 +0100},
    howpublished = {Workshop in big data management},
    keywords = {keynote},
    month = aug,
    title = {Turning Big data into knowledge: Techniques and Tools for Parallel Computing on Online Data Streams in Systems Biology and Epidemiology},
    url = {https://datacloud.di.unito.it/index.php/s/yg7i63MQdr7gZt7},
    year = {2012},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2012_BDMC_Europar_Invited.pdf}
    }

Conference talks

Talks related to the Deephealth project

  • M. Aldinucci, Reproducibility in the AI era, Penta Scientific Meeting Virtual event: , jul, 2021.
    [BibTeX] [Abstract] [Download PDF]

    TBD

    @misc{21:penta:covid,
    abstract = {TBD},
    address = {Virtual event},
    author = {Marco Aldinucci},
    howpublished = {Penta Scientific Meeting},
    keywords = {invited, deephealth, across, admire},
    month = jul,
    title = {Reproducibility in the {AI} era},
    url = {https://datacloud.di.unito.it/index.php/s/GLpf7kKSJRH733A},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/s/GLpf7kKSJRH733A}
    }

  • M. Aldinucci and I. Colonnelli, The universal cloud-hpc pipeline for the ai-assisted explainable diagnosis of covid-19 pneumonia, NVidia GTC’21 Virtual event: , Invited talk, apr, 2021.
    [BibTeX] [Abstract] [Download PDF]

    We’ll present a methodology to run DNN pipelines on hybrid cloud+HPC infrastructure. We’ll also define a “universal pipeline” for medical images. The pipeline can reproduce all state-of-the-art DNNs to diagnose COVID-19 pneumonia, which appeared in the literature during the first Italian lockdown and following months. We can run all of them (across cloud+HPC platforms) and compare their performance in terms of sensitivity and specificity to set a baseline to evaluate future progress in the automated diagnosis of COVID-19. Also, the pipeline makes existing DNNs explainable by way of adversarial training. The pipeline is easily portable and can run across different infrastructures, adapting the performance-urgency trade-off. The methodology builds onto two novel software programs: the streamflow workflow system and the AI-sandbox concept (parallel container with user-space encrypted file system). We reach over 92\% accuracy in diagnosing COVID pneumonia.

    @misc{21:gtc:clairecovid,
    abstract = {We'll present a methodology to run DNN pipelines on hybrid cloud+HPC infrastructure. We'll also define a "universal pipeline" for medical images. The pipeline can reproduce all state-of-the-art DNNs to diagnose COVID-19 pneumonia, which appeared in the literature during the first Italian lockdown and following months. We can run all of them (across cloud+HPC platforms) and compare their performance in terms of sensitivity and specificity to set a baseline to evaluate future progress in the automated diagnosis of COVID-19. Also, the pipeline makes existing DNNs explainable by way of adversarial training. The pipeline is easily portable and can run across different infrastructures, adapting the performance-urgency trade-off. The methodology builds onto two novel software programs: the streamflow workflow system and the AI-sandbox concept (parallel container with user-space encrypted file system). We reach over 92\% accuracy in diagnosing COVID pneumonia.},
    address = {Virtual event},
    author = {Marco Aldinucci and Iacopo Colonnelli},
    howpublished = {NVidia GTC'21},
    keywords = {invited, deephealth, hpc4ai},
    month = apr,
    note = {Invited talk},
    title = {The Universal Cloud-HPC Pipeline for the AI-Assisted Explainable Diagnosis of COVID-19 Pneumonia},
    url = {https://datacloud.di.unito.it/index.php/s/AkQLbPpEEtDzbbm},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/s/AkQLbPpEEtDzbbm}
    }

  • M. Aldinucci, HPC application cloudification: the streamflow toolkit, PARMA-DITAM (co-localed with HiPEAC) Virtual event: , jan, 2021.
    [BibTeX] [Download PDF]
    @misc{21:parmaditam:hpc4ai,
    address = {Virtual event},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {PARMA-DITAM (co-localed with HiPEAC)},
    keywords = {keynote, hpc4ai, deephealth},
    month = jan,
    title = {{HPC} application cloudification: the streamflow toolkit},
    url = {https://datacloud.di.unito.it/index.php/s/HWZijXPqmwfoYCp},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2021_PARMA-DITAM_keynote_HPC-Cloudification.pdf}
    }

  • M. Aldinucci and M. Beccuti, DeepHealth: deep learning ad alte prestazioni per applicazioni in ambito medico, Reserach meeting of the PoloICT Torino, Italy: , 2021.
    [BibTeX] [Download PDF]
    @misc{21:poloict:deephealth,
    address = {Torino, Italy},
    author = {Marco Aldinucci and Marco Beccuti},
    date-added = {2021-08-01 16:19:46 +0200},
    date-modified = {2021-08-01 16:20:45 +0200},
    howpublished = {Reserach meeting of the PoloICT},
    keywords = {deephealth, hpc4ai},
    month = apr,
    title = {{DeepHealth}: Deep Learning ad alte prestazioni per applicazioni in ambito medico},
    url = {https://datacloud.di.unito.it/index.php/s/2F5Net5HdfJTysa},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/s/BXdXLzsisQwDLrK}
    }

  • M. Aldinucci, From skeletons to workflows in the cloud-edge era, 14th Intl. Symposium on High-Level Programming and Applications (HLPP) Virtual event: , 2021.
    [BibTeX] [Abstract] [Download PDF]

    Workflows are among the most commonly used tools in a variety of execution environments. Many of them target a specific environment; few of them make it possible to execute an entire workflow in different environments, e.g. Kubernetes and batch clusters. We present a novel approach to workflow execution, called StreamFlow, that complements the workflow graph with the declarative description of potentially complex execution environments and that makes it possible to execute multiple sites not sharing a common data space. StreamFlow supports both task and data parallelism and enables the reproducible and scalable execution of workflows, such as AI pipelines, in hybrid cloud-HPC environments. As a running example, we use the novel “universal COVID-19 pipeline” that explore the whole optimisation space of the training of different DNNs to classify COVID-19 lung lesions.

    @misc{21:hlpp:streamflow,
    abstract = {Workflows are among the most commonly used tools in a variety of execution environments. Many of them target a specific environment; few of them make it possible to execute an entire workflow in different environments, e.g. Kubernetes and batch clusters. We present a novel approach to workflow execution, called StreamFlow, that complements the workflow graph with the declarative description of potentially complex execution environments and that makes it possible to execute multiple sites not sharing a common data space. StreamFlow supports both task and data parallelism and enables the reproducible and scalable execution of workflows, such as AI pipelines, in hybrid cloud-HPC environments. As a running example, we use the novel ``universal COVID-19 pipeline'' that explore the whole optimisation space of the training of different DNNs to classify COVID-19 lung lesions.},
    address = {Virtual event},
    author = {Marco Aldinucci},
    howpublished = {14th Intl. Symposium on High-Level Programming and Applications (HLPP)},
    keywords = {keynote, deephealth, across, admire},
    month = jul,
    title = {From skeletons to workflows in the cloud-edge era},
    url = {https://datacloud.di.unito.it/index.php/s/RyRPjNBse5PKnab},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/s/RyRPjNBse5PKnab}
    }

  • M. Aldinucci, The modernization of HPC applications for the cloud era, Fifth EAGE Workshop on High Performance Computing for Upstream Virtual event: , 2021.
    [BibTeX] [Abstract]

    Workflows are among the most commonly used tools in a variety of execution environments. Many of them target a specific environment; few of them make it possible to execute an entire workflow in different environments, e.g., clouds, supercomputers, and both of them. We present a novel approach to workflow execution, called StreamFlow, that complements the workflow graph with the declarative description of potentially complex execution environments (such as Kubernetes and SLURM), making it possible to execute onto multiple sites not sharing a common data space. Streamflow clearly distinguishes it from many other workflow management systems because it decouples the data dependencies from the deployment of (containerized) workflow steps. Streamflow also leverages CAPIO (Cross-Application Programmable I/O) to move data from one step to another efficiently. CAPIO captures the POSIX file system and streams it in parallel and in-memory to the workflow’s next step, possibly enabling in-transit data filtering.

    @misc{21:eni:streamflow,
    abstract = {Workflows are among the most commonly used tools in a variety of execution environments. Many of them target a specific environment; few of them make it possible to execute an entire workflow in different environments, e.g., clouds, supercomputers, and both of them. We present a novel approach to workflow execution, called StreamFlow, that complements the workflow graph with the declarative description of potentially complex execution environments (such as Kubernetes and SLURM), making it possible to execute onto multiple sites not sharing a common data space. Streamflow clearly distinguishes it from many other workflow management systems because it decouples the data dependencies from the deployment of (containerized) workflow steps. Streamflow also leverages CAPIO (Cross-Application Programmable I/O) to move data from one step to another efficiently. CAPIO captures the POSIX file system and streams it in parallel and in-memory to the workflow's next step, possibly enabling in-transit data filtering.},
    address = {Virtual event},
    author = {Marco Aldinucci},
    howpublished = {Fifth EAGE Workshop on High Performance Computing for Upstream},
    keywords = {keynote, deephealth, across, admire},
    month = sep,
    title = {The modernization of {HPC} applications for the cloud era},
    year = {2021}
    }

  • M. Aldinucci, Deephealth perspective, Future challenges in IoT, AI, and convergence of HPC & Cloud & Big Data – BDVA Data Week Virtual event: , 2021.
    [BibTeX] [Abstract]

    TBD

    @misc{21:dataweek:deephealth,
    abstract = {TBD},
    address = {Virtual event},
    author = {Marco Aldinucci},
    howpublished = {Future challenges in IoT, AI, and convergence of HPC & Cloud & Big Data -- BDVA Data Week},
    keywords = {invited, deephealth},
    month = may,
    title = {DeepHealth perspective},
    year = {2021}
    }

  • M. Aldinucci, Lung nodules segmentation in CT scans by deephealth toolkit, 25th Intl. Conference on Pattern Recognition Milano. Italy: BDVA, Demo, 2021.
    [BibTeX] [Download PDF]
    @misc{21:icpr:demodeephealth,
    address = {Milano. Italy},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {25th Intl. Conference on Pattern Recognition},
    keywords = {demo, deephealth},
    month = jan,
    note = {Demo},
    publisher = {{BDVA}},
    title = {Lung Nodules Segmentation in {CT} scans by DeepHealth toolkit},
    url = {https://datacloud.di.unito.it/index.php/s/KYJMcT3pfpat2Hx},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2021-ICPR20-S1.1-LungNodulesSegmentation-Presentation.pdf}
    }

  • M. Aldinucci, On HPC, AI and their fatal attraction, CNR IEIIT, Thursday seminars (11 Feb 2021) Virtual event: , Invited talk, 2021.
    [BibTeX] [Download PDF]
    @misc{21:CNR:hpcai,
    address = {Virtual event},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {CNR IEIIT, Thursday seminars (11 Feb 2021)},
    keywords = {invited, hpc4ai, deephealth},
    month = feb,
    note = {Invited talk},
    title = {On {HPC}, {AI} and their Fatal Attraction},
    url = {https://datacloud.di.unito.it/index.php/s/pSDxNPncic8gEy8},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2021_CNR_HPC+AI.pdf}
    }

  • M. Aldinucci, The deephealth project, HPC, Big Data, IoT and AI future industry-driven collaborative strategic topics virtual workshop –- HPC / HPDA spectrum Bdva, Invited talk, jul, 2020.
    [BibTeX] [Download PDF]
    @misc{20:bdva:deephealth,
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-02-14 18:48:35 +0100},
    howpublished = {HPC, Big Data, IoT and AI future industry-driven collaborative strategic topics virtual workshop --- HPC / HPDA spectrum},
    keywords = {invited, deephealth},
    month = jul,
    note = {Invited talk},
    publisher = {BDVA},
    title = {The DeepHealth project},
    url = {https://datacloud.di.unito.it/index.php/s/ortwLJHS2q96irb},
    year = {2020},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2020_DEEPHEALTH_ICT-11-projects-workshop-v3.0.pdf}
    }

  • M. Aldinucci, Building avenues for ai-assisted diagnosis over the bridge from HPC to AI, CLAIRE COVID webinar Torino, Italy: , Invited talk, jul, 2020.
    [BibTeX] [Download PDF]
    @misc{20:claire:taskforce,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {CLAIRE COVID webinar},
    keywords = {invited, deephealth, claire},
    month = jul,
    note = {Invited talk},
    title = {Building avenues for AI-assisted diagnosis over the bridge from {HPC} to {AI}},
    url = {https://datacloud.di.unito.it/index.php/s/RqpNCHyyL6wc5ds},
    year = {2020},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2020_CLAIRE-Medical-Images-Taskforce-webinar.pdf}
    }

  • M. Aldinucci, Machine learning: the treacherous journey from data to knowledge (with examples from HPC4AI@UNITO platform), Machine Learning Meets Chemistry @ the Department of Chemistry, University of Torino Torino, Italy: , Invited talk, feb, 2020.
    [BibTeX] [Download PDF]
    @misc{20:chem:HPCAI,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {Machine Learning Meets Chemistry @ the Department of Chemistry, University of Torino},
    keywords = {invited, hpc4ai, deephealth},
    month = feb,
    note = {Invited talk},
    title = {Machine Learning: the treacherous journey from data to knowledge (with examples from {HPC4AI@UNITO} platform)},
    url = {https://datacloud.di.unito.it/index.php/s/ffyZYYqNQpkza4F},
    year = {2020},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2020_ML-chemistry.pdf}
    }

  • M. Aldinucci, Streamflow: cross-breeding cloud with HPC, Computability in Europe 2020 (CIE) , Invited talk, 2020.
    [BibTeX] [Download PDF]
    @misc{20:CIE:streamflow,
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {Computability in Europe 2020 (CIE)},
    keywords = {invited, deephealth},
    month = jun,
    note = {Invited talk},
    title = {StreamFlow: cross-breeding cloud with {HPC}},
    url = {https://datacloud.di.unito.it/index.php/s/Ltqo4SmJj42wjyo},
    year = {2020},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2020_streamflow-CIE.pdf}
    }

Talks related to the ADMIRE, ACROSS, TEXTAROSSA projects

  • M. Aldinucci, The Italian research on HPC key technologies across EuroHPC Virtual Conference, Italy: ACM, 2021.
    [BibTeX] [Abstract] [Download PDF]

    High-Performance Computing (HPC) is one of the strategic priorities for research and innovation worldwide due to its relevance for industrial and scientific applications. We envision HPC as composed of three pillars: infrastructures, applications, and key technologies and tools. While infrastructures are by construction centralized in large-scale HPC centers, and applications are generally within the purview of domain-specific organizations, key technologies fall in an intermediate case where coordination is needed, but design and development are often decentralized. A large group of Italian researchers has started a dedicated laboratory within the National Interuniversity Consortium for Informatics (CINI) to address this challenge. The laboratory, albeit young, has managed to succeed in its first attempts to propose a coordinated approach to HPC research within the EuroHPC Joint Undertaking, participating in the calls 2019-20 to five successful proposals for an aggregate total cost of 95M Euro. In this paper, we outline the working group’s scope and goals and provide an overview of the five funded projects, which become fully operational in March 2021, and cover a selection of key technologies provided by the working group partners, highlighting their usage development within the projects.

    @misc{21:CINI_acm_CF_talk,
    abstract = {High-Performance Computing (HPC) is one of the strategic priorities for research and innovation worldwide due to its relevance for industrial and scientific applications. We envision HPC as composed of three pillars: infrastructures, applications, and key technologies and tools. While infrastructures are by construction centralized in large-scale HPC centers, and applications are generally within the purview of domain-specific organizations, key technologies fall in an intermediate case where coordination is needed, but design and development are often decentralized. A large group of Italian researchers has started a dedicated laboratory within the National Interuniversity Consortium for Informatics (CINI) to address this challenge. The laboratory, albeit young, has managed to succeed in its first attempts to propose a coordinated approach to HPC research within the EuroHPC Joint Undertaking, participating in the calls 2019-20 to five successful proposals for an aggregate total cost of 95M Euro. In this paper, we outline the working group's scope and goals and provide an overview of the five funded projects, which become fully operational in March 2021, and cover a selection of key technologies provided by the working group partners, highlighting their usage development within the projects.},
    address = {Virtual Conference, Italy},
    author = {Marco Aldinucci},
    booktitle = {{ACM Computing Frontiers}},
    keywords = {eurohpc, across, admire, textarossa, eupex, eupilot},
    month = may,
    publisher = {{ACM}},
    title = {The {Italian} research on {HPC} key technologies across {EuroHPC}},
    url = {https://datacloud.di.unito.it/index.php/s/3ZYmDbEm84rbB9k},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/s/3ZYmDbEm84rbB9k}
    }

Talks related to the HPC4AI project

  • M. Aldinucci and M. Beccuti, HPC4AI: un sistema per la ricerca e l’innovazione dei servizi cloud per l’intelligenza artificiale, Reserach meeting of the PoloICT Torino, Italy: , apr, 2021.
    [BibTeX] [Download PDF]
    @misc{21:poloict_hpc4ai,
    address = {Torino, Italy},
    author = {Marco Aldinucci and Marco Beccuti},
    date-added = {2021-08-01 16:15:57 +0200},
    date-modified = {2021-08-01 16:19:11 +0200},
    howpublished = {Reserach meeting of the PoloICT},
    keywords = {hpc4ai},
    month = apr,
    title = {{HPC4AI}: Un sistema per la ricerca e l'innovazione dei servizi cloud per l'Intelligenza Artificiale},
    url = {https://datacloud.di.unito.it/index.php/s/BXdXLzsisQwDLrK},
    year = {2021}
    }

  • M. Aldinucci and I. Colonnelli, The universal cloud-hpc pipeline for the ai-assisted explainable diagnosis of covid-19 pneumonia, NVidia GTC’21 Virtual event: , Invited talk, apr, 2021.
    [BibTeX] [Abstract] [Download PDF]

    We’ll present a methodology to run DNN pipelines on hybrid cloud+HPC infrastructure. We’ll also define a “universal pipeline” for medical images. The pipeline can reproduce all state-of-the-art DNNs to diagnose COVID-19 pneumonia, which appeared in the literature during the first Italian lockdown and following months. We can run all of them (across cloud+HPC platforms) and compare their performance in terms of sensitivity and specificity to set a baseline to evaluate future progress in the automated diagnosis of COVID-19. Also, the pipeline makes existing DNNs explainable by way of adversarial training. The pipeline is easily portable and can run across different infrastructures, adapting the performance-urgency trade-off. The methodology builds onto two novel software programs: the streamflow workflow system and the AI-sandbox concept (parallel container with user-space encrypted file system). We reach over 92\% accuracy in diagnosing COVID pneumonia.

    @misc{21:gtc:clairecovid,
    abstract = {We'll present a methodology to run DNN pipelines on hybrid cloud+HPC infrastructure. We'll also define a "universal pipeline" for medical images. The pipeline can reproduce all state-of-the-art DNNs to diagnose COVID-19 pneumonia, which appeared in the literature during the first Italian lockdown and following months. We can run all of them (across cloud+HPC platforms) and compare their performance in terms of sensitivity and specificity to set a baseline to evaluate future progress in the automated diagnosis of COVID-19. Also, the pipeline makes existing DNNs explainable by way of adversarial training. The pipeline is easily portable and can run across different infrastructures, adapting the performance-urgency trade-off. The methodology builds onto two novel software programs: the streamflow workflow system and the AI-sandbox concept (parallel container with user-space encrypted file system). We reach over 92\% accuracy in diagnosing COVID pneumonia.},
    address = {Virtual event},
    author = {Marco Aldinucci and Iacopo Colonnelli},
    howpublished = {NVidia GTC'21},
    keywords = {invited, deephealth, hpc4ai},
    month = apr,
    note = {Invited talk},
    title = {The Universal Cloud-HPC Pipeline for the AI-Assisted Explainable Diagnosis of COVID-19 Pneumonia},
    url = {https://datacloud.di.unito.it/index.php/s/AkQLbPpEEtDzbbm},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/s/AkQLbPpEEtDzbbm}
    }

  • M. Aldinucci, HPC application cloudification: the streamflow toolkit, PARMA-DITAM (co-localed with HiPEAC) Virtual event: , jan, 2021.
    [BibTeX] [Download PDF]
    @misc{21:parmaditam:hpc4ai,
    address = {Virtual event},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {PARMA-DITAM (co-localed with HiPEAC)},
    keywords = {keynote, hpc4ai, deephealth},
    month = jan,
    title = {{HPC} application cloudification: the streamflow toolkit},
    url = {https://datacloud.di.unito.it/index.php/s/HWZijXPqmwfoYCp},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2021_PARMA-DITAM_keynote_HPC-Cloudification.pdf}
    }

  • M. Aldinucci and M. Beccuti, DeepHealth: deep learning ad alte prestazioni per applicazioni in ambito medico, Reserach meeting of the PoloICT Torino, Italy: , 2021.
    [BibTeX] [Download PDF]
    @misc{21:poloict:deephealth,
    address = {Torino, Italy},
    author = {Marco Aldinucci and Marco Beccuti},
    date-added = {2021-08-01 16:19:46 +0200},
    date-modified = {2021-08-01 16:20:45 +0200},
    howpublished = {Reserach meeting of the PoloICT},
    keywords = {deephealth, hpc4ai},
    month = apr,
    title = {{DeepHealth}: Deep Learning ad alte prestazioni per applicazioni in ambito medico},
    url = {https://datacloud.di.unito.it/index.php/s/2F5Net5HdfJTysa},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/s/BXdXLzsisQwDLrK}
    }

  • M. Aldinucci, HPC4AI: a cloud-HPC ecosystem designed for research and innovation, Advanced Computing Workshop 2021: HPC and Beyond , Invited talk, 2021.
    [BibTeX] [Abstract] [Download PDF]

    The University of Turin and Polytechnic University of Turin have joined forces to create a federated competence centre on High-Performance Computing (HPC), Artificial Intelligence (AI) and Big Data Analytics (BDA). HPC4AI is designed as a centre capable of collaborating with entrepreneurs to boost their ability to innovate on data-driven technologies and applications. HPC4AI started in 2017 with the construction of four new federated computing laboratories completed at the end of 2020. HPC4AI is organized in two poles: one at the University of Turin (UNITO), which coordinated the design and implementation phase of HPC4AI, and another at the Polytechnic of Turin (POLITO).

    @misc{20:dell:hpc4ai,
    abstract = {The University of Turin and Polytechnic University of Turin have joined forces to create a federated competence centre on High-Performance Computing (HPC), Artificial Intelligence (AI) and Big Data Analytics (BDA). HPC4AI is designed as a centre capable of collaborating with entrepreneurs to boost their ability to innovate on data-driven technologies and applications.
    HPC4AI started in 2017 with the construction of four new federated computing laboratories completed at the end of 2020. HPC4AI is organized in two poles: one at the University of Turin (UNITO), which coordinated the design and implementation phase of HPC4AI, and another at the Polytechnic of Turin (POLITO).
    },
    author = {Marco Aldinucci},
    date-added = {2021-01-21 13:07:40 +0000},
    date-modified = {2021-01-21 13:12:29 +0000},
    howpublished = {Advanced Computing Workshop 2021: HPC and Beyond},
    keywords = {invited, hpc4ai},
    month = jan,
    note = {Invited talk},
    title = {{HPC4AI}: A cloud-{HPC} ecosystem designed for research and innovation},
    url = {https://datacloud.di.unito.it/index.php/s/NmM9kB42pJZGMx6},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/s/NmM9kB42pJZGMx6}
    }

  • M. Aldinucci, On HPC, AI and their fatal attraction, CNR IEIIT, Thursday seminars (11 Feb 2021) Virtual event: , Invited talk, 2021.
    [BibTeX] [Download PDF]
    @misc{21:CNR:hpcai,
    address = {Virtual event},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {CNR IEIIT, Thursday seminars (11 Feb 2021)},
    keywords = {invited, hpc4ai, deephealth},
    month = feb,
    note = {Invited talk},
    title = {On {HPC}, {AI} and their Fatal Attraction},
    url = {https://datacloud.di.unito.it/index.php/s/pSDxNPncic8gEy8},
    year = {2021},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2021_CNR_HPC+AI.pdf}
    }

  • M. Aldinucci, Machine learning: the treacherous journey from data to knowledge (with examples from HPC4AI@UNITO platform), Machine Learning Meets Chemistry @ the Department of Chemistry, University of Torino Torino, Italy: , Invited talk, feb, 2020.
    [BibTeX] [Download PDF]
    @misc{20:chem:HPCAI,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {Machine Learning Meets Chemistry @ the Department of Chemistry, University of Torino},
    keywords = {invited, hpc4ai, deephealth},
    month = feb,
    note = {Invited talk},
    title = {Machine Learning: the treacherous journey from data to knowledge (with examples from {HPC4AI@UNITO} platform)},
    url = {https://datacloud.di.unito.it/index.php/s/ffyZYYqNQpkza4F},
    year = {2020},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2020_ML-chemistry.pdf}
    }

  • M. Aldinucci, HPC4AI: from enabling platforms to technology sovereignty to innovation, Elixir-Italia meeting Torino, Italy: , Invited talk, feb, 2020.
    [BibTeX] [Download PDF]
    @misc{20:elixir:hpc4ai,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {Elixir-Italia meeting},
    keywords = {invited, hpc4ai},
    month = feb,
    note = {Invited talk},
    title = {{HPC4AI}: From Enabling Platforms to Technology Sovereignty to Innovation},
    url = {https://datacloud.di.unito.it/index.php/s/g6LZiErXH4PPRCj},
    year = {2020},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2020_02_Elixir_HPC4AI.pdf}
    }

  • M. Aldinucci, HPC4AI, an on-demand federated platform endeavour, Ospedale San Raffaele Milano, Italy: , Invited talk, 2019.
    [BibTeX] [Download PDF]
    @misc{19:SR:hpc4ai,
    address = {Milano, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-01-01 17:49:10 +0100},
    date-modified = {2021-01-01 17:49:10 +0100},
    howpublished = {Ospedale San Raffaele},
    keywords = {invited, hpc4ai},
    month = may,
    note = {Invited talk},
    title = {{HPC4AI}, an on-demand federated platform endeavour},
    url = {https://datacloud.di.unito.it/index.php/s/P7fxgExkJDAFQbm},
    year = {2019},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/aldinuc/alpha-groupshare/Public/talks/2019_SanRaffaele.pdf}
    }

Other talks

  • M. Aldinucci, The joint undertaking eurohpc, Giornata Nazionale di Lancio dei bandi Information and Communication Technologies in Horizon 2020 Roma, Italy: , Invited talk, oct, 2019.
    [BibTeX]
    @misc{19:APRE:EuroHPC,
    address = {Roma, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-17 14:00:00 +0100},
    date-modified = {2021-03-17 14:00:00 +0100},
    howpublished = {Giornata Nazionale di Lancio dei bandi Information and Communication Technologies in Horizon 2020},
    keywords = {invited, misc},
    month = oct,
    note = {Invited talk},
    title = {The Joint Undertaking EuroHPC},
    year = {2019},
    bdsk-url-1 = {}
    }

  • M. Aldinucci, How artificial intelligence is shaping the future of health, 1st Industrial Conference on Artificial Intelligence and health Milano, Italy: , Invited talk, 2019.
    [BibTeX] [Download PDF]
    @misc{19:ICAIH:AIhealth,
    address = {Milano, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-16 15:00:00 +0100},
    date-modified = {2021-03-16 15:00:00 +0100},
    howpublished = {1st Industrial Conference on Artificial Intelligence and health},
    keywords = {invited, misc},
    month = nov,
    note = {Invited talk},
    title = {How Artificial Intelligence is shaping the Future of Health},
    url = {https://datacloud.di.unito.it/index.php/s/FPDCjcWwprAa7D7},
    year = {2019},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2019_ICAIH.pdf}
    }

  • M. Aldinucci, The evolution of high-performance systems: from hpc to big data to deep learning, 4th Open SmartData@PoliTO Workshop Torino, Italy: , Invited talk, 2019.
    [BibTeX] [Download PDF]
    @misc{19:SmartData:fromHPCtoDL,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-17 15:00:00 +0100},
    date-modified = {2021-03-17 15:00:00 +0100},
    howpublished = {4th Open SmartData@PoliTO Workshop},
    keywords = {invited, misc},
    month = feb,
    note = {Invited talk},
    title = {The evolution of high-performance systems: from HPC to Big Data to Deep Learning},
    url = {https://datacloud.di.unito.it/index.php/s/cZitMsp5GPJ2Qzf},
    year = {2019},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2019_smartdata_polito.pdf}
    }

  • M. Aldinucci, Towards deeplearning at scale, SPPEXA Final Symposium Dresden, Germany: , Invited talk, 2019.
    [BibTeX]
    @misc{19:SPPEXA:DLscale,
    address = {Dresden, Germany},
    author = {Marco Aldinucci},
    date-added = {2021-03-17 14:00:00 +0100},
    date-modified = {2021-03-17 14:00:00 +0100},
    howpublished = {SPPEXA Final Symposium},
    keywords = {invited, misc},
    month = oct,
    note = {Invited talk},
    title = {Towards DeepLearning at Scale},
    year = {2019},
    bdsk-url-1 = {}
    }

  • M. Aldinucci, High-performance computing, Istituto per la Competitività Roma, Italy: , Invited talk, 2019.
    [BibTeX] [Download PDF]
    @misc{19:iCom:HPC,
    address = {Roma, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-17 15:00:00 +0100},
    date-modified = {2021-03-17 15:00:00 +0100},
    howpublished = {Istituto per la Competitivit{\`a}},
    keywords = {invited, misc},
    month = apr,
    note = {Invited talk},
    title = {High-Performance Computing},
    url = {https://www.i-com.it/2019/02/02/supercomputer-hpe-computing/},
    year = {2019},
    bdsk-url-1 = {}
    }

  • M. Aldinucci, L’infrastruttura necessaria per creare interoperabilità tra pubbliche amministrazioni, Convegno “L’amministrazione pubblica con i Big data” Turin, Italy: , Invited talk, 2019.
    [BibTeX] [Download PDF]
    @misc{19:conference:PublicBD,
    address = {Turin, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-17 14:00:00 +0100},
    date-modified = {2021-03-17 14:00:00 +0100},
    howpublished = {Convegno ``L'amministrazione pubblica con i Big data''},
    keywords = {invited, misc},
    month = may,
    note = {Invited talk},
    title = {L'infrastruttura necessaria per creare interoperabilit{\`a} tra pubbliche amministrazioni},
    url = {https://datacloud.di.unito.it/index.php/s/PxGwrQnz9FTgYLw},
    year = {2019},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2019_Convegno_CloudPA_Aldinucci.pdf}
    }

  • M. Aldinucci, L’evoluzione delle piattaforme e dei sistemi ad alte prestazioni: da hpc ai big data al deep learning, Chimica passione periodica: Big Data: Modelli predittivi, simulazione, analisi, Dipartimento di Chimica, Università di Torino Torino, Italy: , Invited talk, nov, 2018.
    [BibTeX] [Download PDF]
    @misc{18:ChimicaPP:fromHPCtoDL,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 12:00:00 +0100},
    date-modified = {2021-03-18 12:00:00 +0100},
    howpublished = {Chimica passione periodica: Big Data: Modelli predittivi, simulazione, analisi, Dipartimento di Chimica, Universit{\`a} di Torino},
    keywords = {invited, misc},
    month = nov,
    note = {Invited talk},
    title = {L'evoluzione delle piattaforme e dei sistemi ad alte prestazioni: da HPC ai Big Data al Deep Learning},
    url = {https://datacloud.di.unito.it/index.php/s/sLxm6G2Ma5jj9BP},
    year = {2018},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2018_chimica_passione_periodica_Aldinucci.pdf}
    }

  • M. Aldinucci, Hpc4ai, an ai-on-demand federated platform endeavour, ACM Computing Frontiers Ischia, Italy: , Invited talk, may, 2018.
    [BibTeX] [Download PDF]
    @misc{18:ACM:HPC4AI,
    address = {Ischia, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 12:00:00 +0100},
    date-modified = {2021-03-18 12:00:00 +0100},
    howpublished = {ACM Computing Frontiers},
    keywords = {invited, misc},
    month = may,
    note = {Invited talk},
    title = {HPC4AI, an AI-on-demand federated platform endeavour},
    url = {https://datacloud.di.unito.it/index.php/s/NWbZ2FYpeYR47T6},
    year = {2018},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2018_HPC4AI_ACM_CF.pdf}
    }

  • M. Aldinucci, Designing a heterogeneous federated data center for research, DiSIA, University of Florence Firenze, Italy: , Invited talk, mar, 2018.
    [BibTeX]
    @misc{18:DISIA:federated,
    address = {Firenze, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 15:00:00 +0100},
    date-modified = {2021-03-18 15:00:00 +0100},
    howpublished = {DiSIA, University of Florence},
    keywords = {invited, misc},
    month = mar,
    note = {Invited talk},
    title = {Designing a heterogeneous federated data center for research},
    year = {2018},
    bdsk-url-1 = {}
    }

  • M. Aldinucci, Le piattaforme ai-on-demand come fattore di l’innovazione nelle pmi, CITYLAB Ecosystem: i dati per le aziende, le città e le università, Nuvola Lavazza Torino Torino, Italy: , Invited talk, 2018.
    [BibTeX] [Download PDF]
    @misc{18:CITYLAB:AIonDemand,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 12:00:00 +0100},
    date-modified = {2021-03-18 12:00:00 +0100},
    howpublished = {CITYLAB Ecosystem: i dati per le aziende, le citt{\`a} e le universit{\`a}, Nuvola Lavazza Torino},
    keywords = {invited, misc},
    month = jun,
    note = {Invited talk},
    title = {Le piattaforme AI-on-demand come fattore di l'innovazione nelle PMI},
    url = {https://datacloud.di.unito.it/index.php/s/Twy9zwbJB9KnBE2},
    year = {2018},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2018_chimica_passione_periodica_Aldinucci.pdf}
    }

  • M. Aldinucci, From mutexes to lock-free to atomic-less and back to (un-contended) mutex: a story in which energy efficiency is unexpectedly constantly increasing, Arm Research ltd Cambridge, UK: , Invited talk, 2018.
    [BibTeX]
    @misc{18:ARM:energyEfficiency,
    address = {Cambridge, UK},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 15:00:00 +0100},
    date-modified = {2021-03-18 15:00:00 +0100},
    howpublished = {Arm Research ltd},
    keywords = {invited, misc},
    month = mar,
    note = {Invited talk},
    title = {From mutexes to lock-free to atomic-less and back to (un-contended) mutex: A story in which energy efficiency is unexpectedly constantly increasing},
    year = {2018},
    bdsk-url-1 = {}
    }

  • M. Aldinucci, Designing a heterogeneous federated data center for research, Euro-Par 2017 Santiago di Compostela, Spain: , 2017.
    [BibTeX] [Download PDF]
    @misc{17:EUROPAR:presentation,
    address = {Santiago di Compostela, Spain},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 15:00:00 +0100},
    date-modified = {2021-03-18 15:00:00 +0100},
    howpublished = {Euro-Par 2017},
    keywords = {misc},
    month = aug,
    title = {Designing a heterogeneous federated data center for research},
    url = {https://datacloud.di.unito.it/index.php/s/DyJ3A6Hgj52e33b},
    year = {2017},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2017_Europar2018-presentation.pdf}
    }

  • M. Aldinucci, Occam: heterogeneous platforms mixed blessing of code optimisation, Riunione della Commissione Calcolo e Reti dell’INFN Torino, Italy: , Invited talk, 2017.
    [BibTeX] [Download PDF]
    @misc{17:INFN:occam,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 16:00:00 +0100},
    date-modified = {2021-03-18 16:00:00 +0100},
    howpublished = {Riunione della Commissione Calcolo e Reti dell'INFN},
    keywords = {invited, misc},
    month = sep,
    note = {Invited talk},
    title = {OCCAM: Heterogeneous platforms mixed blessing of code optimisation},
    url = {https://agenda.infn.it/login/?next=%2Fevent%2F12983%2Ftimetable%2F%3Fview%3Dstandard},
    year = {2017},
    bdsk-url-1 = {}
    }

  • M. Aldinucci, Hpc come piattaforma abilitante: rischi e opportunità, Workshop of the Competence Centre on Scientific Computing of University of Torino Torino, Italy: , Invited talk, oct, 2016.
    [BibTeX] [Download PDF]
    @misc{16:CARLOALBERTO:dataScience,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 16:00:00 +0100},
    date-modified = {2021-03-18 16:00:00 +0100},
    howpublished = {Workshop of the Competence Centre on Scientific Computing of University of Torino},
    keywords = {invited, misc},
    month = oct,
    note = {Invited talk},
    title = {HPC come piattaforma abilitante: rischi e opportunit{\`a}},
    url = {https://datacloud.di.unito.it/index.php/s/6qgoQoSXaZpMQq4},
    year = {2016},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2016_C3S_Aldinucci.pdf}
    }

  • M. Aldinucci, Atomic operations considered harmful, ARM Research Summary Cambridge, UK: , sep, 2016.
    [BibTeX] [Download PDF]
    @misc{16:ARM:atomic,
    address = {Cambridge, UK},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 16:00:00 +0100},
    date-modified = {2021-03-18 16:00:00 +0100},
    howpublished = {ARM Research Summary},
    keywords = {misc},
    month = sep,
    title = {Atomic operations considered hARMful},
    url = {https://datacloud.di.unito.it/index.php/s/mBoWAmMzj8nYrbe},
    year = {2016},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2016_C3S_Aldinucci.pdf}
    }

  • M. Aldinucci, I supercomputer venuti dal futuro: exascale computing, International Pint of Science, Officine ferroviarie Torino, Italy: , Invited talk, may, 2016.
    [BibTeX]
    @misc{16:PintOfScience:exascale,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 16:00:00 +0100},
    date-modified = {2021-03-18 16:00:00 +0100},
    howpublished = {International Pint of Science, Officine ferroviarie},
    keywords = {invited, misc},
    month = may,
    note = {Invited talk},
    title = {I supercomputer venuti dal futuro: Exascale Computing},
    year = {2016},
    bdsk-url-1 = {}
    }

  • M. Aldinucci, Composition and compartmentalisation as enabling features for data-centric, extreme scale applications: an mpi-x approach, SIAM Conference on Parallel Processing for Scientific Computing Paris, France: , apr, 2016.
    [BibTeX] [Download PDF]
    @misc{16:SIAM:composition,
    address = {Paris, France},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 16:00:00 +0100},
    date-modified = {2021-03-18 16:00:00 +0100},
    howpublished = {SIAM Conference on Parallel Processing for Scientific Computing},
    keywords = {misc},
    month = apr,
    title = {Composition and Compartmentalisation As Enabling Features for Data-Centric, Extreme Scale Applications: An MPI-X Approach},
    url = {https://datacloud.di.unito.it/index.php/s/cWne6zEWypepo7H},
    year = {2016},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2016_C3S_Aldinucci.pdf}
    }

  • M. Aldinucci, , FastData@UNITO opening Torino, Italy: , Invited talk, mar, 2016.
    [BibTeX]
    @misc{16:UNITO:fastdata,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 16:00:00 +0100},
    date-modified = {2021-03-18 16:00:00 +0100},
    howpublished = {FastData@UNITO opening},
    keywords = {invited, misc},
    month = mar,
    note = {Invited talk},
    year = {2016},
    bdsk-url-1 = {}
    }

  • M. Aldinucci, An overview of fastflow: combining pattern-level abstraction and efficiency in gpgpus, GPU Technology Conference (GTC 2014) San Jose, CA, USA: , mar, 2014.
    [BibTeX] [Download PDF]
    @misc{14:GTC:overview,
    address = {San Jose, CA, USA},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 16:00:00 +0100},
    date-modified = {2021-03-18 16:00:00 +0100},
    howpublished = {GPU Technology Conference (GTC 2014)},
    keywords = {misc},
    month = mar,
    title = {An Overview of FastFlow: Combining Pattern-Level Abstraction and Efficiency in GPGPUs},
    url = {https://datacloud.di.unito.it/index.php/s/sRYnknEHn3Qkj5b},
    year = {2014},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2016_C3S_Aldinucci.pdf}
    }

  • M. Aldinucci, Fastflow: combining pattern-level abstraction and efficiency in gpgpus, GPU Technology Conference (GTC 2014) San Jose, CA, USA: , mar, 2014.
    [BibTeX] [Download PDF]
    @misc{14:GTC:fastflow,
    address = {San Jose, CA, USA},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 16:00:00 +0100},
    date-modified = {2021-03-18 16:00:00 +0100},
    howpublished = {GPU Technology Conference (GTC 2014)},
    keywords = {misc},
    month = mar,
    title = {FastFlow: Combining Pattern-Level Abstraction and Efficiency in GPGPUs},
    url = {https://datacloud.di.unito.it/index.php/s/ibCGJc7tJyASMbN},
    year = {2014},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2014_S4585-Marco-Aldinucci.pdf}
    }

  • M. Aldinucci, Turning big data into knowledge: systems biology droplets in the cloud, Cloud and Science seminar at “the Ramon Areces Foundation” Madrid, Spain: , invited talk, mar, 2013.
    [BibTeX] [Download PDF]
    @misc{13:RAF:cloud,
    address = {Madrid, Spain},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {Cloud and Science seminar at ``the Ramon Areces Foundation''},
    keywords = {invited, misc},
    month = mar,
    note = {invited talk},
    title = {Turning Big data into knowledge: systems biology droplets in the cloud},
    url = {https://datacloud.di.unito.it/index.php/s/oBPqA5DeyCbj5do},
    year = {2013},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2013_CWC_FRA.pdf}
    }

  • M. Aldinucci, A parallel edge preserving algorithm for salt and pepper image denoising, IEEE Intl. Conference on Image Processing Theory, Tools and Applications (IPTA) Istanbul, Turkey: , oct, 2012.
    [BibTeX] [Download PDF]
    @misc{12:IEEE:denoising,
    address = {Istanbul, Turkey},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {IEEE Intl. Conference on Image Processing Theory, Tools and Applications (IPTA)},
    keywords = {misc},
    month = oct,
    title = {A Parallel Edge Preserving Algorithm for Salt and Pepper Image Denoising},
    url = {https://datacloud.di.unito.it/index.php/s/JQe8RDp9jp4iymF},
    year = {2012},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2012_IPTA_Aldinucci.pdf}
    }

  • M. Aldinucci, Turning big data into knowledge: techniques and tools for parallel computing on online data streams in systems biology and epidemiology, Bio-IT World Europe Vienna, Austria: , invited talk, oct, 2012.
    [BibTeX] [Download PDF]
    @misc{12:BIOIT:bigdata,
    address = {Vienna, Austria},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {Bio-IT World Europe},
    keywords = {invited, misc},
    month = oct,
    note = {invited talk},
    title = {Turning Big data into knowledge: Techniques and Tools for Parallel Computing on Online Data Streams in Systems Biology and Epidemiology},
    url = {https://datacloud.di.unito.it/index.php/s/BjLQyiDofH6gB3d},
    year = {2012},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2012_BioIT_CWC.pdf}
    }

  • M. Aldinucci, Fastflow: high-level programming patterns with non-blocking lock-free run-time support, UPMARC Workshop on Task-Based Parallel Programming Uppsala, Sweden: , invited talk, sep, 2012.
    [BibTeX] [Download PDF]
    @misc{12:UPMARC:fastflow,
    address = {Uppsala, Sweden},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {UPMARC Workshop on Task-Based Parallel Programming},
    keywords = {invited, misc},
    month = sep,
    note = {invited talk},
    title = {FastFlow: high-level programming patterns with non-blocking lock-free run-time support},
    url = {https://datacloud.di.unito.it/index.php/s/BWGrrsTWidMtcCn},
    year = {2012},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2012_UPMARC.pdf}
    }

  • M. Aldinucci, Pattern-based parallel edge preserving algorithm for salt-and-pepper image denoising, HPC Advisory Council Switzerland Conference Lugano, Switzerland: , invited talk, mar, 2012.
    [BibTeX] [Download PDF]
    @misc{12:HPCAC:denoising,
    address = {Lugano, Switzerland},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {HPC Advisory Council Switzerland Conference},
    keywords = {invited, misc},
    month = mar,
    note = {invited talk},
    title = {Pattern-based Parallel Edge Preserving Algorithm for Salt-and-Pepper Image Denoising},
    url = {https://datacloud.di.unito.it/index.php/s/BCm7w9S86yDNJb2},
    year = {2012},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2012_HPCAC_UNITO-Aldinucci.pdf}
    }

  • M. Aldinucci, The camera that makes you beauty (with a novel real-time video-denoiser algorithm), TOSM expo Torino, Italy: , invited talk, nov, 2011.
    [BibTeX]
    @misc{11:TOSM:denoiser,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {TOSM expo},
    keywords = {invited, misc},
    month = nov,
    note = {invited talk},
    title = {The camera that makes you beauty (with a novel real-time video-denoiser algorithm)},
    year = {2011},
    bdsk-url-1 = {}
    }

  • M. Aldinucci, Performance and productivity in the multi-core era: challenges in software engineering and formal methods, IMT Lucca, Italy: , invited talk, nov, 2011.
    [BibTeX] [Download PDF]
    @misc{11:IMT:muticore,
    address = {Lucca, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {IMT},
    keywords = {invited, misc},
    month = nov,
    note = {invited talk},
    title = {Performance and productivity in the multi-core era: challenges in software engineering and formal methods},
    url = {https://datacloud.di.unito.it/index.php/s/Ppok8Cno7enc6QT},
    year = {2011},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2011_IMT_ff.pdf}
    }

  • M. Aldinucci, Fastflow: performance and productivity in the exascale era, IBM Research, Exascale laboratory Dublin, Ireland: , invited talk, oct, 2011.
    [BibTeX]
    @misc{11:IBM:fastflow,
    address = {Dublin, Ireland},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {IBM Research, Exascale laboratory},
    keywords = {invited, misc},
    month = oct,
    note = {invited talk},
    title = {FastFlow: Performance and Productivity in the Exascale Era},
    year = {2011},
    bdsk-url-1 = {}
    }

  • M. Aldinucci, Fastflow: performance and productivity in the multicore era, Formal Methods for Components and Objects (FMCO) Torino, Italy: , invited talk, oct, 2011.
    [BibTeX] [Download PDF]
    @misc{11:FMCO:fastflow,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {Formal Methods for Components and Objects (FMCO)},
    keywords = {invited, misc},
    month = oct,
    note = {invited talk},
    title = {FastFlow: Performance and Productivity in the Multicore Era},
    url = {https://datacloud.di.unito.it/index.php/s/3opjTzm6XRcjYEs},
    year = {2011},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2011_FMCO_ff.pdf}
    }

  • M. Aldinucci, Mymed: un social network geosensibile per reti fisse e mobili basato sul paradigma peer-to-peer, La notte dei ricercatori Torino, Italy: , invited talk, sep, 2011.
    [BibTeX] [Download PDF]
    @misc{11:notteRicercatori:myMed,
    address = {Torino, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {La notte dei ricercatori},
    keywords = {invited, misc},
    month = sep,
    note = {invited talk},
    title = {MyMed: Un social network geosensibile per reti fisse e mobili basato sul paradigma Peer-to-Peer},
    url = {https://datacloud.di.unito.it/index.php/s/QjcSysM93X9DCDn},
    year = {2011},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2011_09_Aldinucci-notte-Torino.pdf}
    }

  • M. Aldinucci, On parallelizing on-line statistics for stochastic biological simulations, Workshop on High Performance Bioinformatics and Biomedicine (HiBB) Bordeaux, France: , aug, 2011.
    [BibTeX] [Download PDF]
    @misc{11:HiBB:simulation,
    address = {Bordeaux, France},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 18:00:00 +0100},
    date-modified = {2021-03-18 18:00:00 +0100},
    howpublished = {Workshop on High Performance Bioinformatics and Biomedicine (HiBB)},
    keywords = {misc},
    month = aug,
    title = {On Parallelizing On-Line Statistics for Stochastic Biological Simulations},
    url = {https://datacloud.di.unito.it/index.php/s/3ijP5zx2ktT6Xab},
    year = {2011},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2011_cwc_clustering_hibb_talk.pdf}
    }

  • M. Aldinucci, Accelerating code on multi-cores with fastflow, Euro-Par 2011 Bordeaux, France: , aug, 2011.
    [BibTeX] [Download PDF]
    @misc{11:EUROPAR:fastflow,
    address = {Bordeaux, France},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 18:00:00 +0100},
    date-modified = {2021-03-18 18:00:00 +0100},
    howpublished = {Euro-Par 2011},
    keywords = {misc},
    month = aug,
    title = {Accelerating code on multi-cores with FastFlow},
    url = {https://datacloud.di.unito.it/index.php/s/Z4RtA9QoxCm829j},
    year = {2011},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2011-sep-ff_acceleator_europar.pdf}
    }

  • M. Aldinucci, High-level parallel programming: (few) ideas for challenges in formal methods, COST Action IC701 workshop Limerick, Republic of Ireland: , invited talk, jun, 2011.
    [BibTeX] [Download PDF]
    @misc{11:COST:parallel,
    address = {Limerick, Republic of Ireland},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {COST Action IC701 workshop},
    keywords = {invited, misc},
    month = jun,
    note = {invited talk},
    title = {High-level parallel programming: (few) ideas for challenges in formal methods},
    url = {https://datacloud.di.unito.it/index.php/s/XfikGmd2e6pwfaM},
    year = {2011},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2011_COST_IC701_ff.pdf}
    }

  • M. Aldinucci, On designing multicore-aware simulators for biological systems, IEEE Euromicro PDP 2011: Parallel Distributed and network-based Processing Ayia Napa, Ciprus: , feb, 2011.
    [BibTeX] [Download PDF]
    @misc{11:IEEE:simulator,
    address = {Ayia Napa, Ciprus},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 18:00:00 +0100},
    date-modified = {2021-03-18 18:00:00 +0100},
    howpublished = {IEEE Euromicro PDP 2011: Parallel Distributed and network-based Processing},
    keywords = {misc},
    month = feb,
    title = {On Designing Multicore-Aware Simulators for Biological Systems},
    url = {https://datacloud.di.unito.it/index.php/s/Anb4Gdj8p9yq4C2},
    year = {2011},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2011_CWCsim_PDP.pdf}
    }

  • M. Aldinucci, Fastflow: a pattern-based programming framework for multicores, seminar 10191 Wadern, Germania: , invited talk, may, 2010.
    [BibTeX] [Download PDF]
    @misc{10:SCHOSS:fastflow,
    address = {Wadern, Germania},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {seminar 10191},
    keywords = {invited, misc},
    month = may,
    note = {invited talk},
    title = {FastFlow: a pattern-based programming framework for multicores},
    url = {https://datacloud.di.unito.it/index.php/s/fMpTjXat97kp2Hp},
    year = {2010},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2010_FastFlow_PDP.pdf}
    }

  • M. Aldinucci, Efficient smith-waterman on multi-core with fastflow, PDP 2010: Parallel Distributed and network-based Processing Pisa, Italy: , feb, 2010.
    [BibTeX] [Download PDF]
    @misc{10:PDP:fastflow,
    address = {Pisa, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 18:00:00 +0100},
    date-modified = {2021-03-18 18:00:00 +0100},
    howpublished = {PDP 2010: Parallel Distributed and network-based Processing},
    keywords = {misc},
    month = feb,
    title = {Efficient Smith-Waterman on multi-core with FastFlow},
    url = {https://datacloud.di.unito.it/index.php/s/2RM8k6j3QGo5R7C},
    year = {2010},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2010_FastFlow_PDP.pdf}
    }

  • M. Aldinucci, Efficient streaming applications on multi-core with fastflow: the biosequence alignment test-bed, ParCo 2009 Lyon, France: , sep, 2009.
    [BibTeX] [Download PDF]
    @misc{09:PARCO:fastflow,
    address = {Lyon, France},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {ParCo 2009},
    keywords = {misc},
    month = sep,
    title = {Efficient streaming applications on multi-core with FastFlow: the biosequence alignment test-bed},
    url = {https://datacloud.di.unito.it/index.php/s/Aa26ZyrfSB7ZWzj},
    year = {2009},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2009_FastFlow_ParCo.pdf}
    }

  • M. Aldinucci, Stkm on sca: a unified framework with components, workflows and algorithmic skeletons, EuroPar 2009 Delft, The Netherlands: , sep, 2009.
    [BibTeX] [Download PDF]
    @misc{09:EUROPAR:stkm,
    address = {Delft, The Netherlands},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {EuroPar 2009},
    keywords = {misc},
    month = sep,
    title = {STKM on SCA: A unified framework with components, workflows and algorithmic skeletons},
    url = {https://datacloud.di.unito.it/index.php/s/KDyBfqmt9HXXwKT},
    year = {2009},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2009_STKM_EuroPar.pdf}
    }

  • M. Aldinucci, Towards hierarchical management of autonomic components: a case study, Euromicro PDP 2009: Parallel Distributed and network-based Processing Weimar, Germany: , feb, 2009.
    [BibTeX] [Download PDF]
    @misc{09:PDP:hierarchical,
    address = {Weimar, Germany},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {Euromicro PDP 2009: Parallel Distributed and network-based Processing},
    keywords = {misc},
    month = feb,
    title = {Towards Hierarchical Management of Autonomic Components: a Case Study},
    url = {https://datacloud.di.unito.it/index.php/s/KTn3dGwQwbe3bMc},
    year = {2009},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2009_hierarchic_PDP.pdf}
    }

  • M. Aldinucci, Towards a formal semantics for autonomic components, CoreGRID Symposium Las Palmas de Gran Canaria, Canary Island, Spain: , aug, 2008.
    [BibTeX]
    @misc{08:COREGRID:semantics,
    address = {Las Palmas de Gran Canaria, Canary Island, Spain},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {CoreGRID Symposium},
    keywords = {misc},
    month = aug,
    title = {Towards a Formal Semantics for Autonomic Components},
    year = {2008},
    bdsk-url-1 = {}
    }

  • M. Aldinucci, Autonomic components in gcm, CoreGRID Scientific Advisory Board Amsterdam, The Netherland: , invited talk, may, 2008.
    [BibTeX] [Download PDF]
    @misc{08:COREGRID:autonomic,
    address = {Amsterdam, The Netherland},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {CoreGRID Scientific Advisory Board},
    keywords = {invited, misc},
    month = may,
    note = {invited talk},
    title = {Autonomic components in GCM},
    url = {https://datacloud.di.unito.it/index.php/s/22S3LwsTjbkG3w3},
    year = {2008},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2008_CGSymph_compsem.pdf}
    }

  • M. Aldinucci, Virtualinux: una soluzione open source per il clustering hpc, Net & System Security Pisa, Italia: , invited talk in italian, nov, 2007.
    [BibTeX] [Download PDF]
    @misc{07:NSS:virtualLinux,
    address = {Pisa, Italia},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {Net & System Security},
    keywords = {invited, misc},
    month = nov,
    note = {invited talk in italian},
    title = {VirtuaLinux: Una soluzione open source per il clustering HPC},
    url = {https://datacloud.di.unito.it/index.php/s/4SWFntywGgDtoxx},
    year = {2007},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2007_Virtualinux_NSS.pdf}
    }

  • M. Aldinucci, Behavioural skeletons for component autonomic management on grids, CoreGRID Workshop on Grid Programming Model, Grid and P2P Systems Architecture, Grid Systems, Tools and Environments Heraklion, Crete, Greece: , jun, 2007.
    [BibTeX] [Download PDF]
    @misc{07:COREGRID:skeletons,
    address = {Heraklion, Crete, Greece},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {CoreGRID Workshop on Grid Programming Model, Grid and P2P Systems Architecture, Grid Systems, Tools and Environments},
    keywords = {misc},
    month = jun,
    title = {Behavioural skeletons for component autonomic management on grids},
    url = {https://datacloud.di.unito.it/index.php/s/ZpidDEMJo8Pc4nB},
    year = {2007},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2007_BeSke_Crete.pdf}
    }

  • M. Aldinucci, Taming the grid through dynamic adaptation: results and open problems, Last Advances in Computer Science San Cristobal de la Laguna, Tenerife, Canarian Islands, Spain: , invited talk, nov, 2006.
    [BibTeX] [Download PDF]
    @misc{06:LACS:adptation,
    address = {San Cristobal de la Laguna, Tenerife, Canarian Islands, Spain},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {Last Advances in Computer Science},
    keywords = {invited, misc},
    month = nov,
    note = {invited talk},
    title = {Taming the grid through dynamic adaptation: results and open problems},
    url = {https://datacloud.di.unito.it/index.php/s/2i8tDjMYEYnZeFo},
    year = {2006},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2006_LaLaguna_UAI.pdf}
    }

  • M. Aldinucci, Fault-tolerant data sharing for high-level grid programming: a hierarchical storage architecture, CoreGRID Integration Workshop Krakow, Poland: , oct, 2006.
    [BibTeX] [Download PDF]
    @misc{06:COREGRID:storage,
    address = {Krakow, Poland},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {CoreGRID Integration Workshop},
    keywords = {misc},
    month = oct,
    title = {Fault-tolerant data sharing for high-level grid programming: a hierarchical storage architecture},
    url = {https://datacloud.di.unito.it/index.php/s/iibrkEtMREHiexA},
    year = {2006},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2006_IW_assistjuxmem.pdf}
    }

  • M. Aldinucci, Autonomic qos in assist grid-aware components, IEEE Euromicro PDP 2006: Parallel Distributed and network-based Processing Montbéliard, France: , feb, 2006.
    [BibTeX] [Download PDF]
    @misc{06:IEEE:qos,
    address = {Montb{\'e}liard, France},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {IEEE Euromicro PDP 2006: Parallel Distributed and network-based Processing},
    keywords = {misc},
    month = feb,
    title = {Autonomic QoS in ASSIST Grid-aware components},
    url = {https://datacloud.di.unito.it/index.php/s/bcCddKkiF9KsDWM},
    year = {2006},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2006_assist_QoS_pdp_talk.pdf}
    }

  • M. Aldinucci, Building interoperable grid-aware assist applications via web services, ParCo 2005 Malaga, Spain: , sep, 2005.
    [BibTeX] [Download PDF]
    @misc{05:PARCO:assist,
    address = {Malaga, Spain},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {ParCo 2005},
    keywords = {misc},
    month = sep,
    title = {Building Interoperable Grid-aware ASSIST Applications via Web Services},
    url = {https://datacloud.di.unito.it/index.php/s/6rbd7RWE6fbMbsi},
    year = {2005},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2005_WS_parco_talk.pdf}
    }

  • M. Aldinucci, Towards a distributed scalable data service for the grid, ParCo 2005 Malaga, Spain: , sep, 2005.
    [BibTeX] [Download PDF]
    @misc{05:PARCO:dataService,
    address = {Malaga, Spain},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {ParCo 2005},
    keywords = {misc},
    month = sep,
    title = {Towards a distributed scalable data service for the Grid},
    url = {https://datacloud.di.unito.it/index.php/s/zQMGHBAWRLdKsbH},
    year = {2005},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2005_ADHOC_parco_talk.pdf}
    }

  • M. Aldinucci, Dynamic reconfiguration of grid-aware applications in assist, Euro-Par 2005 Lisbon, Portugal: , sep, 2005.
    [BibTeX] [Download PDF]
    @misc{05:EUROPAR:assist,
    address = {Lisbon, Portugal},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {Euro-Par 2005},
    keywords = {misc},
    month = sep,
    title = {Dynamic reconfiguration of grid-aware applications in ASSIST},
    url = {https://datacloud.di.unito.it/index.php/s/nPESNMGWirAYEFB},
    year = {2005},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2005_assist_dyn_europar_talk.pdf}
    }

  • M. Aldinucci, Rendering grid heterogeneity harmless, Seminar 04451 – Future Generation Grids Dagstuhl, Germany: , invited talk, nov, 2004.
    [BibTeX] [Download PDF]
    @misc{04:FGG:heterogeneity,
    address = {Dagstuhl, Germany},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 17:00:00 +0100},
    date-modified = {2021-03-18 17:00:00 +0100},
    howpublished = {Seminar 04451 -- Future Generation Grids},
    keywords = {invited, misc},
    month = nov,
    note = {invited talk},
    title = {Rendering Grid Heterogeneity Harmless},
    url = {https://datacloud.di.unito.it/index.php/s/ofZiZrd8YpWgqZD},
    year = {2004},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2004_dagstuhl_talk.pdf}
    }

  • M. Aldinucci, Accelerating apache farms through ad-hoc distributed scalable object repository, Euro-Par 2004 Pisa, Italy: , sep, 2004.
    [BibTeX] [Download PDF]
    @misc{04:EUROPAR:apache,
    address = {Pisa, Italy},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {Euro-Par 2004},
    keywords = {misc},
    month = sep,
    title = {Accelerating Apache farms through ad-HOC distributed scalable object repository},
    url = {https://datacloud.di.unito.it/index.php/s/zLXTRRQb2rJNyDy},
    year = {2004},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2004_adhoc_europar_talk.pdf}
    }

  • M. Aldinucci, Optimization techniques for implementing parallel skeletons in grid, CMPP 2004 (in conjunction with MPC 04) Stirling, Scotland: , 2004.
    [BibTeX] [Download PDF]
    @misc{04:CMPP:skeletons,
    address = {Stirling, Scotland},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {CMPP 2004 (in conjunction with MPC 04)},
    keywords = {misc},
    month = jul,
    title = {Optimization techniques for implementing parallel skeletons in Grid},
    url = {https://datacloud.di.unito.it/index.php/s/MozKWbWPCxko2CX},
    year = {2004},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2004_lithium_cmpp_talk.pdf}
    }

  • M. Aldinucci, An operational semantics for skeletons, ParCo 2003 Dresden, Germany: , sep, 2003.
    [BibTeX] [Download PDF]
    @misc{03:PARCO:skeletons,
    address = {Dresden, Germany},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {ParCo 2003},
    keywords = {misc},
    month = sep,
    title = {An operational semantics for skeletons},
    url = {https://datacloud.di.unito.it/index.php/s/xDnFpT6RM9LHAEd},
    year = {2003},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2003_semantics_parco_talk.pdf}
    }

  • M. Aldinucci, A framework for experimenting with structured parallel programming environment design, ParCo 2003 Dresden, Germany: , sep, 2003.
    [BibTeX] [Download PDF]
    @misc{03:PARCO:framework,
    address = {Dresden, Germany},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {ParCo 2003},
    keywords = {misc},
    month = sep,
    title = {A framework for experimenting with structured parallel programming environment design},
    url = {https://datacloud.di.unito.it/index.php/s/FkGk3giN8MiGMwo},
    year = {2003},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2003_ASSIST_parco_talk.pdf}
    }

  • M. Aldinucci, Assist demo: a high level, high performance, portable, structured parallel programming environment at work, 9th Intl Euro-Par 2003: Parallel and Distributed Computing Austria: , aug, 2003.
    [BibTeX] [Download PDF]
    @misc{03:EUROPAR:assist,
    address = {Austria},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 21:00:00 +0100},
    date-modified = {2021-03-18 21:00:00 +0100},
    howpublished = {9th Intl Euro-Par 2003: Parallel and Distributed Computing},
    keywords = {misc},
    month = aug,
    title = {ASSIST demo: a high level, high performance, portable, structured parallel programming environment at work},
    url = {https://datacloud.di.unito.it/index.php/s/fmEcpJDGD4iitia},
    year = {2003},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2003_assist_poster_europar_a4.pdf}
    }

  • M. Aldinucci, Eskimo: experimenting skeletons on the shared address model, HLPP 2003 Paris, France: , jun, 2003.
    [BibTeX] [Download PDF]
    @misc{03:HLPP:eskimo,
    address = {Paris, France},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 22:00:00 +0100},
    date-modified = {2021-03-18 22:00:00 +0100},
    howpublished = {HLPP 2003},
    keywords = {misc},
    month = jun,
    title = {eskimo: experimenting skeletons on the shared address model},
    url = {https://datacloud.di.unito.it/index.php/s/noo2N7HBKWm2nMH},
    year = {2003},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2003_eskimo_hlpp_talk.pdf}
    }

  • M. Aldinucci, The meta transformation tool for skeleton-based language, CMPP 2000 Ponte de Lima, Portugal: , jul, 2000.
    [BibTeX] [Download PDF]
    @misc{00:CMPP:META,
    address = {Ponte de Lima, Portugal},
    author = {Marco Aldinucci},
    date-added = {2021-03-18 22:00:00 +0100},
    date-modified = {2021-03-18 22:00:00 +0100},
    howpublished = {CMPP 2000},
    keywords = {misc},
    month = jul,
    title = {The META transformation tool for skeleton-based language},
    url = {https://datacloud.di.unito.it/index.php/s/e9L5fWDo9q5fmw4},
    year = {2000},
    bdsk-url-1 = {https://datacloud.di.unito.it/index.php/apps/sharingpath/mittone/Shared/alpha-groupshare/Public/talks/2000_meta_cmpp_talk.pdf}
    }