Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning

Authors: Gianluca Mittone, Nicoló Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medić, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci

Source: Proceedings of the 20th ACM International Conference on Computing Frontiers. :73-83

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Computing methodologies, Distributed computing methodologies, Distributed algorithms, Machine learning, Machine learning approaches, Neural networks, Hardware, Emerging technologies, Analysis and design of emerging devices and systems, Emerging architectures, 0103 physical sciences, 0202 electrical engineering, electronic engineering, information engineering, Edge Computing, Energy Consumption, Federated Learning, Green Computing, RISC-V, 02 engineering and technology, Distributed, Parallel, and Cluster Computing (cs.DC), 01 natural sciences, RISC-V, Energy Consumption, Federated Learning, Edge Computing, Green Computing, Machine Learning (cs.LG)

File Description: application/pdf

Access URL: http://arxiv.org/abs/2302.07946
https://hdl.handle.net/11568/1202687
https://doi.org/10.1145/3587135.3592211
https://hdl.handle.net/2318/1898473
https://doi.org/10.1145/3587135.3592211
https://arxiv.org/abs/2302.07946

Integrating HPC, AI, and Workflows for Scientific Data Analysis (Dagstuhl Seminar 23352)

Authors: Badia, Rosa M., Berti-Equille, Laure, da Silva, Rafael Ferreira, Leser, Ulf, Rybicki, Jedrzej

Subject Terms: Exascale class machine optimization, Computing methodologies → Parallel computing methodologies, Performance data analysis and root cause detection, Computing methodologies → Distributed computing methodologies, Computing methodologies → Machine learning, High dimensional data representation, Large scale data presentation and analysis

Methods included: standardizing computational reuse and portability with the Common Workflow Language

Authors: Crusoe, Michael R., Abeln, Sanne, Iosup, Alexandru, Amstutz, Peter, Chilton, John, Tijanić, Nebojša, Ménager, Hervé, Soiland-Reyes, Stian, Gavrilović, Bogdan, Goble, Carole, Community, The Cwl

Contributors: Bidault, Floran, Sub AI Technology for Life, Dep Informatica

Source: Crusoe, M R, Abeln, S, Iosup, A, Amstutz, P, Chilton, J, Tijanić, N, Ménager, H, Soiland-Reyes, S, Gavrilović, B, Goble, C A & The CWL Community 2022, 'Methods Included : Standardizing Computational Reuse and Portability with the Common Workflow Language', Communications of the ACM, vol. 65, no. 6, pp. 54–63. https://doi.org/10.48550/arXiv.2105.07028, https://doi.org/10.1145/3486897

Subject Terms: FOS: Computer and information sciences, 0301 basic medicine, Data flow architectures workflows, cs.DC, Population genetics, Bioinformatics, Enterprise computing infrastructures, Earth and atmospheric sciences, scientific workflows, • Computer systems organization → Distributed architectures, [INFO] Computer Science [cs], CWL, Imaging, Computational biology, 03 medical and health sciences, SDG 17 - Partnerships for the Goals, Computational transcriptomics, Cloud computing, CCS CONCEPTS • Computing methodologies → Distributed computing methodologies, computational data analysis, Transcriptomics, 0303 health sciences, Enterprise interoperability, Computational proteomics, • General and reference → Computing standards, Computational genomics, Life and medical sciences, Computer Science - Distributed, Parallel, and Cluster Computing, RFCs and guidelines, • Applied computing → Astronomy, Grid computing, standards, workflows, Distributed, Parallel, and Cluster Computing (cs.DC), Systems biology

File Description: application/pdf

Access URL: http://arxiv.org/abs/2105.07028
https://dare.uva.nl/personal/pure/en/publications/methods-included(2fa19bd5-9b91-4ec0-b041-169f2c49b414).html
https://doi.org/10.1145/3486897
https://hdl.handle.net/11245.1/2fa19bd5-9b91-4ec0-b041-169f2c49b414
https://research.vu.nl/en/publications/0ca22c4b-9010-45c8-bd5c-50ed2a911b6a
https://hdl.handle.net/1871.1/0ca22c4b-9010-45c8-bd5c-50ed2a911b6a
https://research.vu.nl/en/publications/ceeae3dc-bc51-4588-88bc-70f5e096b2d1
https://doi.org/10.1145/3486897
https://hdl.handle.net/1871.1/ceeae3dc-bc51-4588-88bc-70f5e096b2d1
https://arxiv.org/pdf/2105.07028v2
https://ui.adsabs.harvard.edu/abs/2021arXiv210507028C/abstract
https://www.narcis.nl/publication/RecordID/oai%3Aresearch.vu.nl%3Apublications%2F0ca22c4b-9010-45c8-bd5c-50ed2a911b6a
https://research.vu.nl/en/publications/methods-included-standardizing-computational-reuse-and-portabilit
https://dblp.uni-trier.de/db/journals/corr/corr2105.html#abs-2105-07028
http://export.arxiv.org/pdf/2105.07028
https://pasteur.hal.science/pasteur-03680143v2/document
https://pasteur.hal.science/pasteur-03680143v2
https://doi.org/10.1145/3486897
https://pure.manchester.ac.uk/ws/files/218742952/3486897.pdf
https://cacm.acm.org/magazines/2022/6/261172-methods-included/fulltext
https://doi.org/10.48550/arXiv.2105.07028
https://research.manchester.ac.uk/en/publications/df12f1a3-8af0-40fa-8989-c5e4eb1beea5
https://s11.no/2022/phd/methods-included/
https://dspace.library.uu.nl/handle/1874/434518

Can Byzantine Fault Tolerant Consensus Agreement be Utilitarian, Scalable and Resilient? An Algorithm Proposition from a Consortium Blockchain Perspective: CUBA

Authors: Samuel, Cyril, Naves, Verdier, François, Glock, Severine, Patricia, Guitton-Ouhamou

Contributors: Université Côte d'Azur (UniCA), Renault Software Lab

Source: https://hal.science/hal-04535185 ; 2024.

Subject Terms: CCS Concepts: Computing methodologies → Distributed computing methodologies, Computer systems organization → Reliability blockchains, distributed systems, byzantine fault tolerant, consensus algorithms, CCS Concepts, Computing methodologies → Distributed computing methodologies, [INFO.INFO-DC]Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC]

Availability: https://hal.science/hal-04535185
https://hal.science/hal-04535185v1/document
https://hal.science/hal-04535185v1/file/ACM_Journal_CUBA_Prop-1.pdf

Accelerating MoE Model Inference with Expert Sharding

Authors: Balmau, Oana, Kermarrec, Anne-Marie, Pereira Pires, Rafael, Loureiro Espírito Santo, André, de Vos, Marinus Abraham, Vujasinovic, Milos

Subject Terms: CCS Concepts, Computing methodologies → Distributed computing methodologies, Machine learning mixture of experts inference, expert sharding, distributed machine learning, large language models

Relation: EuroMLSys '25: Proceedings of the 5th Workshop on Machine Learning and Systems; 5th Workshop on Machine Learning and Systems (EuroMLSys); 979-8-4007-1538-9; https://doi.org/10.1145/3721146.3721940; FRIDAY: Frugal, Privacy- Aware and Practical Decentralized Learning; https://infoscience.epfl.ch/handle/20.500.14299/247717

Availability: https://doi.org/10.1145/3721146.3721938
https://infoscience.epfl.ch/handle/20.500.14299/247717
https://hdl.handle.net/20.500.14299/247717

Blockchain Performance Benchmarking: a VCG Auction Smart Contract Use Case for Ethereum and Tezos (Short Paper)

Authors: Massoni Sguerra, Lucas, Jouvelot, Pierre, Gallego Arias, Emilio Jesús, Memmi, Gérard, Coelho, Fabien

Contributors: Centre de Recherche en Informatique (CRI), Mines Paris - PSL (École nationale supérieure des mines de Paris), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL), Université Paris Sciences et Lettres (PSL), Design, study and implementation of languages for proofs and programs (PI.R2), Centre National de la Recherche Scientifique (CNRS)-Centre Inria de Paris, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université Paris Cité (UPCité)-Institut de Recherche en Informatique Fondamentale (IRIF (UMR_8243)), Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), Télécom Paris, Institut Mines-Télécom Paris (IMT)-Institut Polytechnique de Paris (IP Paris), University of California, Davis

Source: FAB 2021 - Fourth International Symposium on Foundations and Applications of Blockchain ; https://minesparis-psl.hal.science/hal-03210222 ; FAB 2021 - Fourth International Symposium on Foundations and Applications of Blockchain, University of California, Davis, May 2021, Davis / Virtual, United States ; https://scfab.github.io/2021/

Subject Terms: Phrases Blockchain, Smart contracts, Ethereum, Tezos, Vickrey-Clarke-Groves (VCG) auction, 2012 ACM Subject Classification: Computing methodologies -- > Distributed computing methodologies, [INFO]Computer Science [cs], [INFO.INFO-CE]Computer Science [cs]/Computational Engineering, Finance, and Science [cs.CE], [INFO.INFO-DS]Computer Science [cs]/Data Structures and Algorithms [cs.DS], [SPI]Engineering Sciences [physics]

Subject Geographic: Davis / Virtual, United States

Availability: https://minesparis-psl.hal.science/hal-03210222
https://minesparis-psl.hal.science/hal-03210222v1/document
https://minesparis-psl.hal.science/hal-03210222v1/file/A-748.pdf

hpc application cloudification the streamflow toolkit invited paper

Authors: Colonnelli, Iacopo, Cantalupo, Barbara, Esposito, Roberto, Pennisi, Matteo, Spampinato, Concetto, Aldinucci, Marco

Contributors: Iacopo Colonnelli and Barbara Cantalupo and Roberto Esposito and Matteo Pennisi and Concetto Spampinato and Marco Aldinucci, Bispo, João, Cherubin, Stefano, Flich, José

Subject Terms: distributed computing, Computing methodologies → Distributed computing methodologies, cloud computing, workflow management systems, Computer systems organization → Cloud computing, high-performance computing, streamflow, ddc:004

File Description: application/pdf

Access URL: https://dblp.uni-trier.de/db/conf/hipeac/parma2021.html#ColonnelliCEPSA21
https://iris.unito.it/handle/2318/1777634
https://drops.dagstuhl.de/opus/volltexte/2021/13641/
https://drops.dagstuhl.de/opus/volltexte/2021/13641/pdf/OASIcs-PARMA-DITAM-2021-5.pdf/
https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.PARMA-DITAM.2021.5

Local certification of geometric graph classes

Authors: Defrain, Oscar, Esperet, Louis, Lagoutte, Aurélie, Morin, Pat, Raymond, Jean-Florent

Contributors: Oscar Defrain and Louis Esperet and Aurélie Lagoutte and Pat Morin and Jean-Florent Raymond, Esperet, Louis, Algorithmique, Combinatoire et Recherche Opérationnelle (ACRO), Laboratoire d'Informatique et des Systèmes (LIS) (Marseille, Toulon) (LIS), Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS), Optimisation Combinatoire (G-SCOP_OC), Laboratoire des sciences pour la conception, l'optimisation et la production (G-SCOP), Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP), Université Grenoble Alpes (UGA)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP), Université Grenoble Alpes (UGA), Computational Geometry Lab, University of Ottawa Ottawa, Modèles de calcul, Complexité, Combinatoire (MC2), Laboratoire de l'Informatique du Parallélisme (LIP), École normale supérieure de Lyon (ENS de Lyon), Université de Lyon-Université de Lyon-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure de Lyon (ENS de Lyon), Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS), ANR-21-CE48-0004,GRALMECO,Algorithmique des problèmes de couverture métriques dans les graphes(2021), ANR-21-CE48-0014,TWIN-WIDTH,Twin-width: théorie et applications(2021), ANR-11-LABX-0025,PERSYVAL-lab,Systemes et Algorithmes Pervasifs au confluent des mondes physique et numérique(2011)

Subject Terms: Computational Geometry (cs.CG), FOS: Computer and information sciences, [INFO.INFO-DC]Computer Science [cs]/Distributed, Mathematics of computing → Graph theory, Discrete Mathematics (cs.DM), Computing methodologies → Distributed computing methodologies, proof labeling schemes, Theory of computation → Computational geometry, [INFO.INFO-DM]Computer Science [cs]/Discrete Mathematics [cs.DM], [INFO.INFO-CG]Computer Science [cs]/Computational Geometry [cs.CG], Parallel, and Cluster Computing [cs.DC], Computer Science - Distributed, Parallel, and Cluster Computing, [MATH.MATH-CO]Mathematics [math]/Combinatorics [math.CO], geometric intersection graphs, [INFO.INFO-DC] Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC], Local certification, FOS: Mathematics, Computer Science - Computational Geometry, Mathematics - Combinatorics, Distributed, Parallel, and Cluster Computing (cs.DC), Combinatorics (math.CO), ddc:004, Computer Science - Discrete Mathematics

File Description: application/pdf

Access URL: http://arxiv.org/abs/2311.16953
https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.MFCS.2024.48

Real-Time Verification for Distributed Cyber-Physical Systems

Authors: Tran, Hoang-Dung, Nguyen, Luan Viet, Musau, Patrick, Xiang, Weiming, Johnson, Taylor T.

Source: Leibniz Transactions on Embedded Systems; Vol. 8 No. 2 (2022): Special Issue on Distributed Hybrid Systems; 07:1-07:19 ; 2199-2002 ; 10.4230/LITES-v008-i002

Subject Terms: Verification, Reachability Analysis, Distributed Cyber-Physical Systems, Computing methodologies~Distributed computing methodologies

File Description: application/pdf

Relation: https://ojs.dagstuhl.de/index.php/lites/article/view/lites-v008-i002-a007/55

Availability: https://ojs.dagstuhl.de/index.php/lites/article/view/lites-v008-i002-a007
https://doi.org/10.4230/LITES.8.2.7

Local Certification of Geometric Graph Classes

Authors: Defrain, Oscar, Esperet, Louis, Lagoutte, Aurélie, Morin, Pat, Raymond, Jean-Florent

Contributors: Algorithmique, Combinatoire et Recherche Opérationnelle (ACRO), Laboratoire d'Informatique et des Systèmes (LIS) (Marseille, Toulon) (LIS), Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS), Optimisation Combinatoire (G-SCOP_OC), Laboratoire des sciences pour la conception, l'optimisation et la production (G-SCOP), Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP), Université Grenoble Alpes (UGA)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP), Université Grenoble Alpes (UGA), Carleton University, Modèles de calcul, Complexité, Combinatoire (MC2), Laboratoire de l'Informatique du Parallélisme (LIP), École normale supérieure de Lyon (ENS de Lyon), Université de Lyon-Université de Lyon-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure de Lyon (ENS de Lyon), Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS), ANR-21-CE48-0014,TWIN-WIDTH,Twin-width: théorie et applications(2021), ANR-11-LABX-0025,PERSYVAL-lab,Systemes et Algorithmes Pervasifs au confluent des mondes physique et numérique(2011), ANR-21-CE48-0004,GRALMECO,Algorithmique des problèmes de couverture métriques dans les graphes(2021)

Source: 49th International Symposium on Mathematical Foundations of Computer Science (MFCS 2024), Leibniz International Proceedings in Informatics (LIPIcs)
49th International Symposium on Mathematical Foundations of Computer Science (MFCS 2024)
https://hal.science/hal-04683575
49th International Symposium on Mathematical Foundations of Computer Science (MFCS 2024), Aug 2024, Bratislava, Slovakia. pp.48-1-48-14, ⟨10.4230/LIPIcs.MFCS.2024.48⟩

Subject Terms: Local certification, proof labeling schemes, geometric intersection graphs, Mathematics of computing → Graph theory, Computing methodologies → Distributed computing methodologies, Theory of computation → Computational geometry, [INFO.INFO-DC]Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC]

Subject Geographic: Bratislava, Slovakia

Relation: https://uca.hal.science/hal-04313338v1; https://uca.hal.science/hal-04313338; info:eu-repo/semantics/altIdentifier/arxiv/2311.16953; ARXIV: 2311.16953

Availability: https://hal.science/hal-04683575
https://doi.org/10.4230/LIPIcs.MFCS.2024.48

Partial Replication Policies for Dynamic Distributed Transactional Memory in Edge Clouds

Authors: Lima, Diogo, Miranda, Hugo, Taïani, François

Contributors: Taïani, François

Source: Proceedings of the 1st Workshop on Middleware for Edge Clouds & Cloudlets - MECC '16. :1-6

Subject Terms: Self-organization, Edge Clouds, [INFO.INFO-DC] Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC], 0202 electrical engineering, electronic engineering, information engineering, Geographical Distribution, CCS Concepts •Computing methodologies → Distributed computing methodologies, 0102 computer and information sciences, 02 engineering and technology, 01 natural sciences, Partial Replication

File Description: application/pdf

Access URL: https://hal.inria.fr/hal-01420708/file/mecc.pdf
https://dl.acm.org/citation.cfm?doid=3017116.3022872
https://hal.inria.fr/hal-01420708
https://dl.acm.org/doi/10.1145/3017116.3022872
https://dblp.uni-trier.de/db/conf/middleware/mecc2016.html#LimaMT16
https://hal.inria.fr/hal-01420708/document

LIPIcs, Volume 146, DISC'19, Complete Volume

Authors: Suomela, Jukka

Contributors: Jukka Suomela

Subject Terms: Distributed computing methodologies, Software and its engineering, Distributed systems organizing principles, Computing methodologies, Distributed computing methodologies, Software and its engineering, Distributed systems organizing principles, ddc:004, Computing methodologies

File Description: application/pdf

Access URL: https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.DISC.2019

Real-time stream processing for Big Data

Authors: Wingerath, Wolfram^{aff1_w2aab2b8c29b1b7b1aab1b4b4Aa}, Gessert, Felix^{aff1_w2aab2b8c29b1b7b1aab1b4b4Aa}, Friedrich, Steffen^{aff1_w2aab2b8c29b1b7b1aab1b4b4Aa}, Ritter, Norbert^{aff1_w2aab2b8c29b1b7b1aab1b4b4Aa}

Source: it - Information Technology. 58(4):186-194

Availability: https://www.degruyter.com/document/doi/10.1515/itit-2016-0002/html

LIPIcs, Volume 121, DISC'18, Complete Volume

Authors: Schmid, Ulrich, Widder, Josef

Contributors: Ulrich Schmid and Josef Widder

Subject Terms: Distributed computing methodologies, Software and its engineering, Software and its engineering, Distributed systems organizing principles, Computing methodologies, Distributed computing methodologies, Distributed systems organizing principles, ddc:004, Computing methodologies

File Description: application/pdf

Access URL: https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.DISC.2018

Concurrent programming in web applications

Authors: Erb, Benjamin^{aff1_w2aab3b7c13b1b6b1aab1b4b3Aa}, Kargl, Frank^{aff1_w2aab3b7c13b1b6b1aab1b4b3Aa}, Domaschka, Jörg^{aff1_w2aab3b7c13b1b6b1aab1b4b3Aa}

Source: it - Information Technology. 56(3):119-126

Availability: https://www.degruyter.com/document/doi/10.1515/itit-2013-1030/html

A history and future of Web APIs

Authors: Kopecký, Jacek^{aff1_w2aab3b7b5b1b6b1aab1b4b3Aa}, Fremantle, Paul^{aff1_w2aab3b7b5b1b6b1aab1b4b3Aa}, Boakes, Rich^{aff1_w2aab3b7b5b1b6b1aab1b4b3Aa}

Source: it - Information Technology. 56(3):90-97

Availability: https://www.degruyter.com/document/doi/10.1515/itit-2013-1035/html

LIPIcs, Volume 121, DISC'18, Complete Volume

Authors: Ulrich Schmid and Josef Widder, Schmid, Ulrich, Widder, Josef

Index Terms: Software and its engineering, Distributed systems organizing principles, Computing methodologies, Distributed computing methodologies, Proceedings, Text, doc-type:ResearchArticle, publishedVersion

URL: https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.DISC.2018
Is Part Of LIPIcs, Volume 121, 32nd International Symposium on Distributed Computing (DISC 2018)