Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation

Συγγραφείς: Jan Laukemann, Ahmed E. Helal, S. Isaac Geronimo Anderson, Fabio Checconi, Yongseok Soh, Jesmin Jahan Tithi, Teresa M. Ranadive, Brian J. Gravelle, Fabrizio Petrini, Jee W. Choi

Πηγή: IEEE Transactions on Parallel and Distributed Systems. 36:1025-1041

Θεματικοί όροι: Performance (cs.PF), FOS: Computer and information sciences, Computer Science - Performance, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Data Structures and Algorithms, Data Structures and Algorithms (cs.DS), Distributed, Parallel, and Cluster Computing (cs.DC)

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2403.06348

Enhancing Scalability and Performance in Influence Maximization with Optimized Parallel Processing

Συγγραφείς: Hanjiang Wu, Huan Xu, Joongun Park, Jesmin Jahan Tithi, Fabio Checconi, Jordi Wolfson-Pou, Fabrizio Petrini, Tushar Krishna

Πηγή: SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis. :667-676

Θεματικοί όροι: FOS: Computer and information sciences, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Data Structures and Algorithms, Data Structures and Algorithms (cs.DS), Distributed, Parallel, and Cluster Computing (cs.DC)

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2411.09473

Dynamic Tensor Linearization and Time Slicing for Efficient Factorization of Infinite Data Streams

Συγγραφείς: Yongseok Soh, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi

Πηγή: 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS). :402-412

The Intel Programmable and Integrated Unified Memory Architecture Graph Analytics Processor

Συγγραφείς: Sriram Aananthakrishnan, Shamsul Abedin, Vincent Cavé, Fabio Checconi, Kristof Du Bois, Stijn Eyerman, Joshua B. Fryman, Wim Heirman, Jason Howard, Ibrahim Hur, Samkit Jain, Marek M. Landowski, Kevin Ma, Jarrod A. Nelson, Robert Pawlowski, Fabrizio Petrini, Sebastian Szkoda, Sanjaya Tayal, Jesmin Jahan Tithi, Yves Vandriessche

Πηγή: IEEE Micro. 43:78-87

Efficient, out-of-memory sparse MTTKRP on massively parallel architectures

Συγγραφείς: Andy Nguyen, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Yongseok Soh, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi

Πηγή: Proceedings of the 36th ACM International Conference on Supercomputing. :1-13

Θεματικοί όροι: Performance (cs.PF), FOS: Computer and information sciences, Computer Science - Performance, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Data Structures and Algorithms, 0202 electrical engineering, electronic engineering, information engineering, Data Structures and Algorithms (cs.DS), Distributed, Parallel, and Cluster Computing (cs.DC), 02 engineering and technology, 0101 mathematics, 01 natural sciences

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2201.12523
https://arxiv.org/abs/2201.12523

ReLATE: Learning Efficient Sparse Encoding for High-Performance Tensor Decomposition

Συγγραφείς: Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Yongseok Soh, Jesmin Jahan Tithi, Fabrizio Petrini, Jee W. Choi

Πηγή: CoRR.

Θεματικοί όροι: Machine Learning, Performance (cs.PF), FOS: Computer and information sciences, Performance, Distributed, Parallel, and Cluster Computing, Distributed, Parallel, and Cluster Computing (cs.DC), Machine Learning (cs.LG)

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2509.00280

ALTO: adaptive linearized storage of sparse tensors

Συγγραφείς: Ahmed E. Helal, Jan Laukemann, Fabio Checconi, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jeewhan Choi

Πηγή: Proceedings of the ACM International Conference on Supercomputing. :404-416

Θεματικοί όροι: Performance (cs.PF), FOS: Computer and information sciences, Computer Science - Performance, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Data Structures and Algorithms, 0202 electrical engineering, electronic engineering, information engineering, Data Structures and Algorithms (cs.DS), Distributed, Parallel, and Cluster Computing (cs.DC), 02 engineering and technology, 0101 mathematics, 01 natural sciences

Σύνδεσμος πρόσβασης: http://arxiv.org/pdf/2102.10245
http://arxiv.org/abs/2102.10245
https://arxiv.org/abs/2102.10245

High Performance Streaming Tensor Decomposition

Συγγραφείς: Yongseok Soh, Patrick Flick, Xing Liu, Shaden Smith, Fabio Checconi, Fabrizio Petrini, Jee W. Choi

Πηγή: 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS). :683-692

Θεματικοί όροι: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Alleviating Load Imbalance in Data Processing for Large-Scale Deep Learning

Συγγραφείς: Sarunya Pumma, Daniele Buono, Fabio Checconi, Xinyu Que, Wu-chun Feng

Πηγή: 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID). :262-271

Θεματικοί όροι: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Efficient Parallel Multi-Hop Reasoning: A Scalable Approach for Knowledge Graph Analysis

Συγγραφείς: Jesmin Jahan Tithi, Fabio Checconi, Fabrizio Petrini

Πηγή: CoRR.

Θεματικοί όροι: FOS: Computer and information sciences, Computer Science - Machine Learning, H.4, Computer Science - Performance, Computer Science - Artificial Intelligence, C.4, Machine Learning (cs.LG), Performance (cs.PF), Artificial Intelligence (cs.AI), Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Data Structures and Algorithms, Data Structures and Algorithms (cs.DS), Distributed, Parallel, and Cluster Computing (cs.DC)

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2406.07727

SU3_Bench on a Programmable Integrated Unified Memory Architecture (PIUMA) and How that Differs from Standard NUMA CPUs

Συγγραφείς: Jesmin Jahan Tithi, Fabio Checconi, Douglas Doerfler, Fabrizio Petrini

Πηγή: Lecture Notes in Computer Science ISBN: 9783031073113

Horizon: a multi-abstraction framework for graph analytics

Συγγραφείς: Adnan Haider, Fabio Checconi, Xinyu Que, Lars Schneidenbach, Daniele Buono, Xian-He Sun

Πηγή: Proceedings of the 15th ACM International Conference on Computing Frontiers. :252-255

Θεματικοί όροι: 13. Climate action, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 14. Life underwater, 16. Peace & justice, 7. Clean energy

Software-Hardware Managed Last-level Cache Allocation Scheme for Large-Scale NVRAM-Based Multicores Executing Parallel Data Analytics Applications

Συγγραφείς: Masab Ahmad, Halit Dogan, Fabio Checconi, Xinyu Que, Daniele Buono, Omer Khan

Πηγή: 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS). :316-325

Θεματικοί όροι: 4. Education, 0103 physical sciences, 01 natural sciences

Ridgeline: A 2D Roofline Model for Distributed Systems

Συγγραφείς: Fabio Checconi, Jesmin Jahan Tithi, Fabrizio Petrini

Πηγή: CoRR.

Θεματικοί όροι: Performance (cs.PF), FOS: Computer and information sciences, Performance, 0103 physical sciences, 0202 electrical engineering, electronic engineering, information engineering, Distributed, Parallel, and Cluster Computing, 02 engineering and technology, Distributed, Parallel, and Cluster Computing (cs.DC), 01 natural sciences

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2209.01368

Jitter-Trace: a low-overhead OS noise tracing tool based on Linux Perf

Συγγραφείς: Nelson Mimura Gonzalez, Alessandro Morari, Fabio Checconi

Πηγή: Proceedings of the 7th International Workshop on Runtime and Operating Systems for Supercomputers ROSS 2017. :1-8

Θεματικοί όροι: 2. Zero hunger, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 7. Clean energy

Data Analytics with NVLink: An SpMV Case Study

Συγγραφείς: Daniele Buono, Fausto Artico, Fabio Checconi, Jee W. Choi, Xinyu Que, Lars Schneidenbach

Πηγή: Proceedings of the Computing Frontiers Conference. :89-96

Θεματικοί όροι: 0103 physical sciences, 0101 mathematics, 01 natural sciences, 7. Clean energy

Optimizing Sparse Matrix-Vector Multiplication for Large-Scale Data Analytics

Συγγραφείς: Daniele Buono, Fabrizio Petrini, Fabio Checconi, Xing Liu, Xinyu Que, Chris Long, Tai-Ching Tuan

Πηγή: Proceedings of the 2016 International Conference on Supercomputing. :1-12

Θεματικοί όροι: 0101 mathematics, 01 natural sciences

An Early Performance Study of Large-Scale POWER8 SMP Systems

Συγγραφείς: Xing Liu, Daniele Buono, Fabio Checconi, Jee W. Choi, Xinyu Que, Fabrizio Petrini, John A. Gunnels, Jeff Stuecheli

Πηγή: 2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS). :263-272

Θεματικοί όροι: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Exploring network optimizations for large-scale graph analytics

Συγγραφείς: Xinyu Que, Fabio Checconi, Fabrizio Petrini, Xing Liu, Daniele Buono

Πηγή: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis. :1-10

Θεματικοί όροι: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Scalable Single Source Shortest Path Algorithms for Massively Parallel Systems

Συγγραφείς: Venkatesan T. Chakaravarthy, Fabio Checconi, Prakash Murali, Fabrizio Petrini, Yogish Sabharwal

Πηγή: IEEE Transactions on Parallel and Distributed Systems. 28:2031-2045

Θεματικοί όροι: 0102 computer and information sciences, 01 natural sciences