Efficient Execution Of Irregular Dataflow Graphs

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Efficient Execution of Irregular Dataflow Graphs

Author : Nimish Shah
Publisher : Springer Nature
ISBN 13 : 3031331362
Total Pages : 155 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Efficient Execution of Irregular Dataflow Graphs by : Nimish Shah

Download or read book Efficient Execution of Irregular Dataflow Graphs written by Nimish Shah and published by Springer Nature. This book was released on 2023-08-14 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the acceleration of emerging irregular sparse workloads, posed by novel artificial intelligent (AI) models and sparse linear algebra. Specifically, the book outlines several co-optimized hardware-software solutions for a highly promising class of emerging sparse AI models called Probabilistic Circuit (PC) and a similar sparse matrix workload for triangular linear systems (SpTRSV). The authors describe optimizations for the entire stack, targeting applications, compilation, hardware architecture and silicon implementation, resulting in orders of magnitude higher performance and energy-efficiency compared to the existing state-of-the-art solutions. Thus, this book provides important building blocks for the upcoming generation of edge AI platforms.

Euro-Par 2023: Parallel Processing

Author : José Cano
Publisher : Springer Nature
ISBN 13 : 3031396987
Total Pages : 767 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Euro-Par 2023: Parallel Processing by : José Cano

Download or read book Euro-Par 2023: Parallel Processing written by José Cano and published by Springer Nature. This book was released on 2023-08-23 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 34th International Conference on Parallel and Distributed Computing, Euro-Par 2023, held in Limassol, Cyprus, in August/September 2023. The 49 full papers presented in this volume were carefully reviewed and selected from 164 submissions. They are covering the following topics: programming, compilers and performance; scheduling, resource management, cloud, edge computing, and workflows; architectures and accelerators; data analytics, AI, and computational science; theory and algorithms; multidisciplinary, and domain-specific and applied parallel and distributed computing.

Proceedings

Author :
Publisher :
ISBN 13 :
Total Pages : 866 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Proceedings by :

Download or read book Proceedings written by and published by . This book was released on 1998 with total page 866 pages. Available in PDF, EPUB and Kindle. Book excerpt:

1998 International Conference on Parallel and Distributed Systems

Author : IEEE Computer Society. TC on Distributed Processing
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
ISBN 13 :
Total Pages : 856 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis 1998 International Conference on Parallel and Distributed Systems by : IEEE Computer Society. TC on Distributed Processing

Download or read book 1998 International Conference on Parallel and Distributed Systems written by IEEE Computer Society. TC on Distributed Processing and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1998 with total page 856 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the December 1998 conference. One hundred contributions cover architecture, mobile computing, Internet technology, database systems and applications, multimedia, interconnection network, high-speed networking, parallel/distributed computing and system supports, fault tolerance/real time, and compilation for parallelism. Contains an author list but no subject index. Annotation copyrighted by Book News, Inc., Portland, OR.

Proceedings on 1992 International Conference on Parallel Processing

Author : Quentin F. Stout
Publisher : CRC-Press
ISBN 13 : 9780849307836
Total Pages : 406 pages
Book Rating : 4.3/5 (78 download)

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Book Synopsis Proceedings on 1992 International Conference on Parallel Processing by : Quentin F. Stout

Download or read book Proceedings on 1992 International Conference on Parallel Processing written by Quentin F. Stout and published by CRC-Press. This book was released on 1992-08-28 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the 1992 International Conference on Parallel Processing, August 17-21, 1992, University of Michigan

Author :
Publisher :
ISBN 13 :
Total Pages : 328 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Proceedings of the 1992 International Conference on Parallel Processing, August 17-21, 1992, University of Michigan by :

Download or read book Proceedings of the 1992 International Conference on Parallel Processing, August 17-21, 1992, University of Michigan written by and published by . This book was released on 1992 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:

High-Performance Computing

Author : Laurence T. Yang
Publisher : John Wiley & Sons
ISBN 13 : 0471732702
Total Pages : 818 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis High-Performance Computing by : Laurence T. Yang

Download or read book High-Performance Computing written by Laurence T. Yang and published by John Wiley & Sons. This book was released on 2005-11-18 with total page 818 pages. Available in PDF, EPUB and Kindle. Book excerpt: The state of the art of high-performance computing Prominent researchers from around the world have gathered to present the state-of-the-art techniques and innovations in high-performance computing (HPC), including: * Programming models for parallel computing: graph-oriented programming (GOP), OpenMP, the stages and transformation (SAT) approach, the bulk-synchronous parallel (BSP) model, Message Passing Interface (MPI), and Cilk * Architectural and system support, featuring the code tiling compiler technique, the MigThread application-level migration and checkpointing package, the new prefetching scheme of atomicity, a new "receiver makes right" data conversion method, and lessons learned from applying reconfigurable computing to HPC * Scheduling and resource management issues with heterogeneous systems, bus saturation effects on SMPs, genetic algorithms for distributed computing, and novel task-scheduling algorithms * Clusters and grid computing: design requirements, grid middleware, distributed virtual machines, data grid services and performance-boosting techniques, security issues, and open issues * Peer-to-peer computing (P2P) including the proposed search mechanism of hybrid periodical flooding (HPF) and routing protocols for improved routing performance * Wireless and mobile computing, featuring discussions of implementing the Gateway Location Register (GLR) concept in 3G cellular networks, maximizing network longevity, and comparisons of QoS-aware scatternet scheduling algorithms * High-performance applications including partitioners, running Bag-of-Tasks applications on grids, using low-cost clusters to meet high-demand applications, and advanced convergent architectures and protocols High-Performance Computing: Paradigm and Infrastructure is an invaluable compendium for engineers, IT professionals, and researchers and students of computer science and applied mathematics.

Electrical & Electronics Abstracts

Author :
Publisher :
ISBN 13 :
Total Pages : 2304 pages
Book Rating : 4.3/5 (243 download)

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Book Synopsis Electrical & Electronics Abstracts by :

Download or read book Electrical & Electronics Abstracts written by and published by . This book was released on 1997 with total page 2304 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Seventh Euromicro Workshop on Real-Time Systems

Author :
Publisher :
ISBN 13 :
Total Pages : 378 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Seventh Euromicro Workshop on Real-Time Systems by :

Download or read book Seventh Euromicro Workshop on Real-Time Systems written by and published by . This book was released on 1995 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forty-eight papers from the June 1995 workshop are presented in sessions on development environments; operating systems; scheduling; communications; modeling and validation; specification; development techniques; distributed scheduling; distributed systems; data base and knowledge based systems; and

Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems

Author : Paul Lokuciejewski
Publisher : Springer Science & Business Media
ISBN 13 : 9048199298
Total Pages : 268 pages
Book Rating : 4.0/5 (481 download)

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Book Synopsis Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems by : Paul Lokuciejewski

Download or read book Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems written by Paul Lokuciejewski and published by Springer Science & Business Media. This book was released on 2010-09-24 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: For real-time systems, the worst-case execution time (WCET) is the key objective to be considered. Traditionally, code for real-time systems is generated without taking this objective into account and the WCET is computed only after code generation. Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems presents the first comprehensive approach integrating WCET considerations into the code generation process. Based on the proposed reconciliation between a compiler and a timing analyzer, a wide range of novel optimization techniques is provided. Among others, the techniques cover source code and assembly level optimizations, exploit machine learning techniques and address the design of modern systems that have to meet multiple objectives. Using these optimizations, the WCET of real-time applications can be reduced by about 30% to 45% on the average. This opens opportunities for decreasing clock speeds, costs and energy consumption of embedded processors. The proposed techniques can be used for all types real-time systems, including automotive and avionics IT systems.

Parle ’91 Parallel Architectures and Languages Europe

Author : Emile H.L. Aarts
Publisher : Springer
ISBN 13 : 3662252090
Total Pages : 942 pages
Book Rating : 4.6/5 (622 download)

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Book Synopsis Parle ’91 Parallel Architectures and Languages Europe by : Emile H.L. Aarts

Download or read book Parle ’91 Parallel Architectures and Languages Europe written by Emile H.L. Aarts and published by Springer. This book was released on 2013-11-11 with total page 942 pages. Available in PDF, EPUB and Kindle. Book excerpt: The innovative progress in the development oflarge-and small-scale parallel computing systems and their increasing availability have caused a sharp rise in interest in the scientific principles that underlie parallel computation and parallel programming. The biannual "Parallel Architectures and Languages Europe" (PARLE) conferences aim at presenting current research material on all aspects of the theory, design, and application of parallel computing systems and parallel processing. At the same time, the goal of the PARLE conferences is to provide a forum for researchers and practitioners to ex change ideas on recent developments and trends in the field of parallel com puting and parallel programming. The first ~wo conferences, PARLE '87 and PARLE '89, have succeeded in meeting this goal and made PARLE a conference that is recognized worldwide in the field of parallel computation. PARLE '91 again offers a wealth of high-quality research material for the benefit of the scientific community. Compared to its predecessors, the scope of PARLE '91 has been broadened so as to cover the area of parallel algo rithms and complexity, in addition to the central themes of parallel archi tectures and languages. The proceedings of the PARLE '91 conference contain the text of all con tributed papers that were selected for the programme and of the invited papers by leading experts in the field.

Toward Teraflop Computing and New Grand Challenge Applications

Author : R. K. Kalia
Publisher : Nova Biomedical Books
ISBN 13 :
Total Pages : 418 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Toward Teraflop Computing and New Grand Challenge Applications by : R. K. Kalia

Download or read book Toward Teraflop Computing and New Grand Challenge Applications written by R. K. Kalia and published by Nova Biomedical Books. This book was released on 1995 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Toward Teraflop Computing & New Grand Challenge Applications Proceedings of the Mardi Gras '94 Conference, February 10-12, 1994 Louisiana State University

Proceedings of the Second IEEE Symposium on Parallel and Distributed Processing, 1990

Author :
Publisher :
ISBN 13 :
Total Pages : 916 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Proceedings of the Second IEEE Symposium on Parallel and Distributed Processing, 1990 by :

Download or read book Proceedings of the Second IEEE Symposium on Parallel and Distributed Processing, 1990 written by and published by . This book was released on 1990 with total page 916 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings of the Second IEEE Symposium on title], held in Dallas, December 1990, comprise 143 papers on topics in algorithm, task scheduling, networks, operating systems, databases, architecture, fault tolerance, VLSI design, graphis/image processing, artificial intelligence, languages/compil

Mathematical Foundations of Computer Science 1986

Author : Jozef Gruska
Publisher : Springer Science & Business Media
ISBN 13 : 9783540167839
Total Pages : 810 pages
Book Rating : 4.1/5 (678 download)

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Book Synopsis Mathematical Foundations of Computer Science 1986 by : Jozef Gruska

Download or read book Mathematical Foundations of Computer Science 1986 written by Jozef Gruska and published by Springer Science & Business Media. This book was released on 1986-08-01 with total page 810 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Algorithms and Architectures for Parallel Processing

Author : Weizhi Meng
Publisher : Springer Nature
ISBN 13 : 3031226771
Total Pages : 818 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Algorithms and Architectures for Parallel Processing by : Weizhi Meng

Download or read book Algorithms and Architectures for Parallel Processing written by Weizhi Meng and published by Springer Nature. This book was released on 2023-01-10 with total page 818 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 22nd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2022, which was held in October 2022. Due to COVID-19 pandemic the conference was held virtually. The 33 full papers and 10 short papers, presented were carefully reviewed and selected from 91 submissions. The papers cover many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems

EURO-PAR '...

Author :
Publisher :
ISBN 13 :
Total Pages : 1554 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis EURO-PAR '... by :

Download or read book EURO-PAR '... written by and published by . This book was released on 1999 with total page 1554 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Parallel Algorithms for Irregularly Structured Problems

Author : Afonso Ferreira
Publisher : Springer Science & Business Media
ISBN 13 : 9783540603214
Total Pages : 428 pages
Book Rating : 4.6/5 (32 download)

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Book Synopsis Parallel Algorithms for Irregularly Structured Problems by : Afonso Ferreira

Download or read book Parallel Algorithms for Irregularly Structured Problems written by Afonso Ferreira and published by Springer Science & Business Media. This book was released on 1995-08-25 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings -- Parallel Computing.