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Author : Srikar Reddy Pasham
Publisher :
ISBN 13 :
Total Pages : 106 pages
Book Rating : 4.:/5 (566 download)
Download or read book Task Scheduling Algorithm with Duplication for Distributed Computing Systems written by Srikar Reddy Pasham and published by . This book was released on 2004 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Kenli Li
Publisher : CRC Press
ISBN 13 : 1000623491
Total Pages : 217 pages
Book Rating : 4.0/5 (6 download)
Download or read book Workflow Scheduling on Computing Systems written by Kenli Li and published by CRC Press. This book was released on 2022-08-12 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will serve as a guide in understanding workflow scheduling techniques on computing systems such as Cluster, Supercomputers, Grid computing, Cloud computing, Edge computing, Fog computing, and the practical realization of such methods. It offers a whole new perspective and holistic approach in understanding computing systems’ workflow scheduling. Expressing and exposing approaches for various process-centric cloud-based applications give a full coverage of most systems’ energy consumption, reliability, resource utilization, cost, and application stochastic computation. By combining theory with application and connecting mathematical concepts and models with their resource management targets, this book will be equally accessible to readers with both Computer Science and Engineering backgrounds. It will be of great interest to students and professionals alike in the field of computing system design, management, and application. This book will also be beneficial to the general audience and technology enthusiasts who want to expand their knowledge on computer structure.
Author : Oliver Sinnen
Publisher : John Wiley & Sons
ISBN 13 : 0471735760
Total Pages : 326 pages
Book Rating : 4.4/5 (717 download)
Download or read book Task Scheduling for Parallel Systems written by Oliver Sinnen and published by John Wiley & Sons. This book was released on 2007-05-04 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new model for task scheduling that dramatically improves the efficiency of parallel systems Task scheduling for parallel systems can become a quagmire of heuristics, models, and methods that have been developed over the past decades. The author of this innovative text cuts through the confusion and complexity by presenting a consistent and comprehensive theoretical framework along with realistic parallel system models. These new models, based on an investigation of the concepts and principles underlying task scheduling, take into account heterogeneity, contention for communication resources, and the involvement of the processor in communications. For readers who may be new to task scheduling, the first chapters are essential. They serve as an excellent introduction to programming parallel systems, and they place task scheduling within the context of the program parallelization process. The author then reviews the basics of graph theory, discussing the major graph models used to represent parallel programs. Next, the author introduces his task scheduling framework. He carefully explains the theoretical background of this framework and provides several examples to enable readers to fully understand how it greatly simplifies and, at the same time, enhances the ability to schedule. The second half of the text examines both basic and advanced scheduling techniques, offering readers a thorough understanding of the principles underlying scheduling algorithms. The final two chapters address communication contention in scheduling and processor involvement in communications. Each chapter features exercises that help readers put their new skills into practice. An extensive bibliography leads to additional information for further research. Finally, the use of figures and examples helps readers better visualize and understand complex concepts and processes. Researchers and students in distributed and parallel computer systems will find that this text dramatically improves their ability to schedule tasks accurately and efficiently.
Author : Tai-hoon Kim
Publisher : Springer Science & Business Media
ISBN 13 : 3642271790
Total Pages : 630 pages
Book Rating : 4.6/5 (422 download)
Download or read book Grid and Distributed Computing written by Tai-hoon Kim and published by Springer Science & Business Media. This book was released on 2011-11-29 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Conference, GDC 2011, held as Part of the Future Generation Information Technology Conference, FGIT 2011, Jeju Island, Korea, in December 2011. The papers presented were carefully reviewed and selected from numerous submissions and focuse on the various aspects of grid and distributed computing.
Author : Navdeep Sidhu
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (135 download)
Download or read book Agent, Genetic Algorithm with Task Duplication Based Scheduling Technique for Heterogenous Systems written by Navdeep Sidhu and published by . This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: High-Performance Computing (HPC) is used to solve complex problems in parallel for in- creased performance. Over the past few years, parallelization has become more challenging with the many core general purpose systems and accelerators. One of the challenges is in better utilization of the resources available on these architectures through better task scheduling strategies. In this thesis I consider a distributed, heterogeneous network with general processing CPU based systems of varying speed and architectures. I propose an efficient mapping and scheduling of tasks to processors using agents to explore the network and Genetic Algorithm with Task Duplication Scheduling(GATDS) to schedule the tasks. The SIPS (Serial algorithms In Parallel System) framework is used to exploit parallelism using abstract syntax trees generated directly from the source code. This framework helps in automating the process of converting serial code for use in parallel systems, thus reducing the overhead of writing parallel code. GATDS is compared with various scheduling strategies for task independent and task dependent problems. The performance of GATDS is comparable to the use of existing genetic algorithms for task independent problems. For inter-dependant tasks, the proposed technique matches or performs better than the traditional Chunk scheduler and genetic algorithm 75 % of the time. GATDS also provides better resource utilization.
Author : Santosh Pande
Publisher : Springer
ISBN 13 : 3540454039
Total Pages : 783 pages
Book Rating : 4.5/5 (44 download)
Download or read book Compiler Optimizations for Scalable Parallel Systems written by Santosh Pande and published by Springer. This book was released on 2003-06-29 with total page 783 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scalable parallel systems or, more generally, distributed memory systems offer a challenging model of computing and pose fascinating problems regarding compiler optimization, ranging from language design to run time systems. Research in this area is foundational to many challenges from memory hierarchy optimizations to communication optimization. This unique, handbook-like monograph assesses the state of the art in the area in a systematic and comprehensive way. The 21 coherent chapters by leading researchers provide complete and competent coverage of all relevant aspects of compiler optimization for scalable parallel systems. The book is divided into five parts on languages, analysis, communication optimizations, code generation, and run time systems. This book will serve as a landmark source for education, information, and reference to students, practitioners, professionals, and researchers interested in updating their knowledge about or active in parallel computing.
Author : Minglu Li
Publisher : Springer
ISBN 13 : 3540246800
Total Pages : 1114 pages
Book Rating : 4.5/5 (42 download)
Download or read book Grid and Cooperative Computing written by Minglu Li and published by Springer. This book was released on 2004-04-20 with total page 1114 pages. Available in PDF, EPUB and Kindle. Book excerpt: Grid and cooperative computing has emerged as a new frontier of information tech- logy. It aims to share and coordinate distributed and heterogeneous network resources forbetterperformanceandfunctionalitythatcanotherwisenotbeachieved.Thisvolume contains the papers presented at the 2nd International Workshop on Grid and Coope- tive Computing, GCC 2003, which was held in Shanghai, P.R. China, during December 7–10, 2003. GCC is designed to serve as a forum to present current and future work as well as to exchange research ideas among researchers, developers, practitioners, and usersinGridcomputing,Webservicesandcooperativecomputing,includingtheoryand applications. For this workshop, we received over 550 paper submissions from 22 countries and regions. All the papers were peer-reviewed in depth and qualitatively graded on their relevance, originality, signi?cance, presentation, and the overall appropriateness of their acceptance. Any concerns raised were discussed by the program committee. The or- nizing committee selected 176 papers for conference presentation (full papers) and 173 submissions for poster presentation (short papers).The papers included herein represent the forefront of research from China, USA, UK, Canada, Switzerland, Japan, Aust- lia, India, Korea, Singapore, Brazil, Norway, Greece, Iran, Turkey, Oman, Pakistan and other countries. More than 600 attendees participated in the technical section and the exhibition of the workshop.
Author : Wenxing Fu
Publisher : Springer Nature
ISBN 13 : 981990479X
Total Pages : 3985 pages
Book Rating : 4.8/5 (199 download)
Download or read book Proceedings of 2022 International Conference on Autonomous Unmanned Systems (ICAUS 2022) written by Wenxing Fu and published by Springer Nature. This book was released on 2023-03-10 with total page 3985 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes original, peer-reviewed research papers from the ICAUS 2022, which offers a unique and interesting platform for scientists, engineers and practitioners throughout the world to present and share their most recent research and innovative ideas. The aim of the ICAUS 2022 is to stimulate researchers active in the areas pertinent to intelligent unmanned systems. The topics covered include but are not limited to Unmanned Aerial/Ground/Surface/Underwater Systems, Robotic, Autonomous Control/Navigation and Positioning/ Architecture, Energy and Task Planning and Effectiveness Evaluation Technologies, Artificial Intelligence Algorithm/Bionic Technology and Its Application in Unmanned Systems. The papers showcased here share the latest findings on Unmanned Systems, Robotics, Automation, Intelligent Systems, Control Systems, Integrated Networks, Modeling and Simulation. It makes the book a valuable asset for researchers, engineers, and university students alike.
Author : Jeffrey Elcock
Publisher :
ISBN 13 : 9783838331942
Total Pages : 184 pages
Book Rating : 4.3/5 (319 download)
Download or read book Task Scheduling in Distributed Computing Environments written by Jeffrey Elcock and published by . This book was released on 2010-01 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ajith Abraham
Publisher : Springer Science & Business Media
ISBN 13 : 3642010849
Total Pages : 531 pages
Book Rating : 4.6/5 (42 download)
Download or read book Foundations of Computational Intelligence Volume 3 written by Ajith Abraham and published by Springer Science & Business Media. This book was released on 2009-04-27 with total page 531 pages. Available in PDF, EPUB and Kindle. Book excerpt: Global optimization is a branch of applied mathematics and numerical analysis that deals with the task of finding the absolutely best set of admissible conditions to satisfy certain criteria / objective function(s), formulated in mathematical terms. Global optimization includes nonlinear, stochastic and combinatorial programming, multiobjective programming, control, games, geometry, approximation, algorithms for parallel architectures and so on. Due to its wide usage and applications, it has gained the attention of researchers and practitioners from a plethora of scientific domains. Typical practical examples of global optimization applications include: Traveling salesman problem and electrical circuit design (minimize the path length); safety engineering (building and mechanical structures); mathematical problems (Kepler conjecture); Protein structure prediction (minimize the energy function) etc. Global Optimization algorithms may be categorized into several types: Deterministic (example: branch and bound methods), Stochastic optimization (example: simulated annealing). Heuristics and meta-heuristics (example: evolutionary algorithms) etc. Recently there has been a growing interest in combining global and local search strategies to solve more complicated optimization problems. This edited volume comprises 17 chapters, including several overview Chapters, which provides an up-to-date and state-of-the art research covering the theory and algorithms of global optimization. Besides research articles and expository papers on theory and algorithms of global optimization, papers on numerical experiments and on real world applications were also encouraged. The book is divided into 2 main parts.
Author : Eitan Frachtenberg
Publisher : Springer Science & Business Media
ISBN 13 : 3642046320
Total Pages : 309 pages
Book Rating : 4.6/5 (42 download)
Download or read book Job Scheduling Strategies for Parallel Processing written by Eitan Frachtenberg and published by Springer Science & Business Media. This book was released on 2009-10-05 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised papers of the 14th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2009, which was held in Rome, Italy, in May 2009. The 15 revised papers presented were carefully reviewed and selected from 25 submissions. The papers cover all current issues of job scheduling strategies for parallel processing; this year the conference had an increasing trend towards heterogeneous and multi-core architectures.
Author : Ke Chen
Publisher : Springer Science & Business Media
ISBN 13 : 354028320X
Total Pages : 1383 pages
Book Rating : 4.5/5 (42 download)
Download or read book Advances in Natural Computation written by Ke Chen and published by Springer Science & Business Media. This book was released on 2005-08-17 with total page 1383 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book and its sister volumes, i.e., LNCS vols. 3610, 3611, and 3612, are the proceedings of the 1st International Conference on Natural Computation (ICNC 2005), jointly held with the 2nd International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2005, LNAI vols. 3613 and 3614) from 27 to 29 August 2005 in Changsha, Hunan, China.
Author : Yves Robert
Publisher : Springer Science & Business Media
ISBN 13 : 354068039X
Total Pages : 664 pages
Book Rating : 4.5/5 (46 download)
Download or read book High Performance Computing - HiPC 2006 written by Yves Robert and published by Springer Science & Business Media. This book was released on 2006-11-27 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on High-Performance Computing, HiPC 2006, held in Bangalore, India in December 2006. The 52 revised full papers presented together with the abstracts of 7 invited talks were carefully reviewed and selected from 335 submissions. The papers are organized in topical sections on scheduling and load balancing, architectures, network and distributed algorithms, application software, network services, applications, ad-hoc networks, systems software, sensor networks and performance evaluation, as well as routing and data management algorithms.
Author : Leonel Sousa
Publisher : Springer Nature
ISBN 13 : 3030856658
Total Pages : 652 pages
Book Rating : 4.0/5 (38 download)
Download or read book Euro-Par 2021: Parallel Processing written by Leonel Sousa and published by Springer Nature. This book was released on 2021-08-28 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 27th International Conference on Parallel and Distributed Computing, Euro-Par 2021, held in Lisbon, Portugal, in August 2021. The conference was held virtually due to the COVID-19 pandemic. The 38 full papers presented in this volume were carefully reviewed and selected from 136 submissions. They deal with parallel and distributed computing in general, focusing on compilers, tools and environments; performance and power modeling, prediction and evaluation; scheduling and load balancing; data management, analytics and machine learning; cluster, cloud and edge computing; theory and algorithms for parallel and distributed processing; parallel and distributed programming, interfaces, and languages; parallel numerical methods and applications; and high performance architecture and accelerators.
Author : Michel Daydé
Publisher : Springer
ISBN 13 : 3540713514
Total Pages : 742 pages
Book Rating : 4.5/5 (47 download)
Download or read book High Performance Computing for Computational Science - VECPAR 2006 written by Michel Daydé and published by Springer. This book was released on 2007-05-30 with total page 742 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 7th International Conference on High Performance Computing for Computational Science, VECPAR 2006, held in Rio de Janeiro, Brazil, in June 2006. The 44 revised full papers presented together with one invited paper and 12 revised workshop papers cover Grid computing, cluster computing, numerical methods, large-scale simulations in Physics, and computing in Biosciences.
Author : Linqiang Pan
Publisher : Springer
ISBN 13 : 3662450496
Total Pages : 690 pages
Book Rating : 4.6/5 (624 download)
Download or read book Bio-inspired Computing: Theories and Applications written by Linqiang Pan and published by Springer. This book was released on 2014-09-19 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 9th International Conference on Bio-inspired Computing: Theories and Applications, BIC-TA 2014, held in Wuhan, China, in October 2014. The 109 revised full papers presented were carefully reviewed and selected from 204 submissions. The papers focus on four main topics, namely evolutionary computing, neural computing, DNA computing, and membrane computing.
Author : Ajit Pal
Publisher : Springer Science & Business Media
ISBN 13 : 3540309594
Total Pages : 605 pages
Book Rating : 4.5/5 (43 download)
Download or read book Distributed Computing – IWDC 2005 written by Ajit Pal and published by Springer Science & Business Media. This book was released on 2005-12-13 with total page 605 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Workshop on Distributed Computing, IWDC 2004, held in Kharagpur, India in December 2005. The 28 revised full papers and 33 revised short papers presented together with 5 invited keynote talks were carefully reviewed and selected from 253 submissions. The papers are organized in topical sections on theory of distributed computing, sensor networks, fault tolerance, optical networks, peer-to-peer networks, wireless networks, network security, grid and networks, middleware and data management, mobility management, and distributed artificial intelligence.
