Scheduling Parallel Applications On Heterogeneous Distributed Systems

Author : Guoqi Xie,Gang Zeng,Renfa Li,Keqin Li
Publisher : Springer
Page : 257 pages
File Size : 49,6 Mb
Release : 2019-08-06
Category : Technology & Engineering
ISBN : 9789811365577

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Scheduling Parallel Applications on Heterogeneous Distributed Systems by Guoqi Xie,Gang Zeng,Renfa Li,Keqin Li Pdf

This book focuses on scheduling algorithms for parallel applications on heterogeneous distributed systems, and addresses key scheduling requirements – high performance, low energy consumption, real time, and high reliability – from the perspectives of both theory and engineering practice. Further, it examines two typical application cases in automotive cyber-physical systems and cloud systems in detail, and discusses scheduling challenges in connection with resource costs, reliability and low energy. The book offers a comprehensive and systematic treatment of high-performance, low energy consumption, and high reliability issues on heterogeneous distributed systems, making it a particularly valuable resource for researchers, engineers and graduate students in the fields of computer science and engineering, information science and engineering, and automotive engineering, etc. The wealth of motivational examples with figures and tables make it easy to understand.

Author : Hesham El-Rewini,Theodore Gyle Lewis,Hesham H. Ali
Publisher : Unknown
Page : 314 pages
File Size : 41,9 Mb
Release : 1994
Category : Computers
ISBN : UOM:39015009121230

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Task Scheduling in Parallel and Distributed Systems by Hesham El-Rewini,Theodore Gyle Lewis,Hesham H. Ali Pdf

El-Rewini and Lewis were among the first researchers to recognize the problem of resource allocation (scheduling) inherent in parallel and distributed programs. Here they offer a clear explanation of the problems, methods to solve the problems under a variety of conditions, and an evaluation of the "goodness" of the solutions.

Author : Maciej Drozdowski
Publisher : Springer Science & Business Media
Page : 395 pages
File Size : 42,5 Mb
Release : 2010-03-14
Category : Computers
ISBN : 9781848823105

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Scheduling for Parallel Processing by Maciej Drozdowski Pdf

Overview and Goals This book is dedicated to scheduling for parallel processing. Presenting a research ?eld as broad as this one poses considerable dif?culties. Scheduling for parallel computing is an interdisciplinary subject joining many ?elds of science and te- nology. Thus, to understand the scheduling problems and the methods of solving them it is necessary to know the limitations in related areas. Another dif?culty is that the subject of scheduling parallel computations is immense. Even simple search in bibliographical databases reveals thousands of publications on this topic. The - versity in understanding scheduling problems is so great that it seems impossible to juxtapose them in one scheduling taxonomy. Therefore, most of the papers on scheduling for parallel processing refer to one scheduling problem resulting from one way of perceiving the reality. Only a few publications attempt to arrange this ?eld of knowledge systematically. In this book we will follow two guidelines. One guideline is a distinction - tween scheduling models which comprise a set of scheduling problems solved by dedicated algorithms. Thus, the aim of this book is to present scheduling models for parallel processing, problems de?ned on the grounds of certain scheduling models, and algorithms solving the scheduling problems. Most of the scheduling problems are combinatorial in nature. Therefore, the second guideline is the methodology of computational complexity theory. Inthisbookwepresentfourexamplesofschedulingmodels. Wewillgodeepinto the models, problems, and algorithms so that after acquiring some understanding of them we will attempt to draw conclusions on their mutual relationships.

Author : Oliver Sinnen
Publisher : John Wiley & Sons
Page : 326 pages
File Size : 46,7 Mb
Release : 2007-05-04
Category : Computers
ISBN : 9780471735762

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Task Scheduling for Parallel Systems by Oliver Sinnen Pdf

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 : Alexey L. Lastovetsky
Publisher : John Wiley & Sons
Page : 440 pages
File Size : 53,8 Mb
Release : 2008-05-02
Category : Computers
ISBN : 9780470349489

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Parallel Computing on Heterogeneous Networks by Alexey L. Lastovetsky Pdf

New approaches to parallel computing are being developed that make better use of the heterogeneous cluster architecture Provides a detailed introduction to parallel computing on heterogenous clusters All concepts and algorithms are illustrated with working programs that can be compiled and executed on any cluster The algorithms discussed have practical applications in a range of real-life parallel computing problems, such as the N-body problem, portfolio management, and the modeling of oil extraction

Author : De-Shuang Huang,Prashan Premaratne,Baohua Jin,Boyang Qu,Kang-Hyun Jo,Abir Hussain
Publisher : Springer Nature
Page : 815 pages
File Size : 45,7 Mb
Release : 2023-07-30
Category : Technology & Engineering
ISBN : 9789819947553

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Advanced Intelligent Computing Technology and Applications by De-Shuang Huang,Prashan Premaratne,Baohua Jin,Boyang Qu,Kang-Hyun Jo,Abir Hussain Pdf

This three-volume set of LNCS 14086, LNCS 14087 and LNCS 14088 constitutes - in conjunction with the double-volume set LNAI 14089-14090- the refereed proceedings of the 19th International Conference on Intelligent Computing, ICIC 2023, held in Zhengzhou, China, in August 2023. The 337 full papers of the three proceedings volumes were carefully reviewed and selected from 828 submissions. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was "Advanced Intelligent Computing Technology and Applications". Papers that focused on this theme were solicited, addressing theories, methodologies, and applications in science and technology.

Author : Kenli Li,Xiaoyong Tang,Jing Mei,Longxin Zhang,Wangdong Yang,Keqin Li
Publisher : CRC Press
Page : 217 pages
File Size : 42,7 Mb
Release : 2022-08-12
Category : Computers
ISBN : 9781000623499

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Workflow Scheduling on Computing Systems by Kenli Li,Xiaoyong Tang,Jing Mei,Longxin Zhang,Wangdong Yang,Keqin Li Pdf

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 : Bettina Schnor
Publisher : Unknown
Page : 113 pages
File Size : 42,6 Mb
Release : 1999
Category : Electronic
ISBN : 3826566238

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Scheduling and Migration Strategies for Parallel Applications on Distributed Systems by Bettina Schnor Pdf

Author : Joanna Kolodziej,Benjamino Di Martino,Domenico Talia,Kaiqi Xiong
Publisher : Springer
Page : 502 pages
File Size : 50,7 Mb
Release : 2013-12-09
Category : Computers
ISBN : 9783319038599

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Algorithms and Architectures for Parallel Processing by Joanna Kolodziej,Benjamino Di Martino,Domenico Talia,Kaiqi Xiong Pdf

This two volume set LNCS 8285 and 8286 constitutes the proceedings of the 13th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2013, held in Vietri sul Mare, Italy in December 2013. The first volume contains 10 distinguished and 31 regular papers selected from 90 submissions and covering topics such as big data, multi-core programming and software tools, distributed scheduling and load balancing, high-performance scientific computing, parallel algorithms, parallel architectures, scalable and distributed databases, dependability in distributed and parallel systems, wireless and mobile computing. The second volume consists of four sections including 35 papers from one symposium and three workshops held in conjunction with ICA3PP 2013 main conference. These are 13 papers from the 2013 International Symposium on Advances of Distributed and Parallel Computing (ADPC 2013), 5 papers of the International Workshop on Big Data Computing (BDC 2013), 10 papers of the International Workshop on Trusted Information in Big Data (TIBiDa 2013) as well as 7 papers belonging to Workshop on Cloud-assisted Smart Cyber-Physical Systems (C-Smart CPS 2013).

Author : Anisur Rahaman Molla,Gokarna Sharma,Pradeep Kumar,Sanjay Rawat
Publisher : Springer Nature
Page : 396 pages
File Size : 49,5 Mb
Release : 2023-01-08
Category : Technology & Engineering
ISBN : 9783031248481

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Distributed Computing and Intelligent Technology by Anisur Rahaman Molla,Gokarna Sharma,Pradeep Kumar,Sanjay Rawat Pdf

This book constitutes the proceedings of the 19th International Conference on Distributed Computing and Intelligent Technology, ICDCIT 2023, which was held in Bhubaneswar, India, in January 2023. The 20 full papers and 9 short papers presented in this volume were carefully reviewed and selected from 55 submissions. The papers are organized in the following topical sections: Invited Talks; Distributed Computing; Intelligent Technology.

Author : Behrooz A. Shirazi,Ali R. Hurson,Krishna M. Kavi
Publisher : Wiley-IEEE Computer Society Press
Page : 524 pages
File Size : 40,5 Mb
Release : 1995-05-14
Category : Computers
ISBN : UCSC:32106012104904

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Scheduling and Load Balancing in Parallel and Distributed Systems by Behrooz A. Shirazi,Ali R. Hurson,Krishna M. Kavi Pdf

This book focuses on the future directions of the static scheduling and dynamic load balancing methods in parallel and distributed systems. It provides an overview and a detailed discussion of a wide range of topics from theoretical background to practical, state-of-the-art scheduling and load balancing techniques.

Author : Michael Hobbs,Andrzej Goscinski,Wanlei Zhou
Publisher : Springer
Page : 452 pages
File Size : 43,7 Mb
Release : 2005-10-13
Category : Computers
ISBN : 9783540320715

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Distributed and Parallel Computing by Michael Hobbs,Andrzej Goscinski,Wanlei Zhou Pdf

There are many applications that require parallel and distributed processing to allow complicated engineering, business and research problems to be solved in a reasonable time. Parallel and distributed processing is able to improve company profit, lower costs of design, production, and deployment of new technologies, and create better business environments. The major lesson learned by car and aircraft engineers, drug manufacturers, genome researchers and other specialist is that a computer system is a very powerful tool that is able to help them solving even more complicated problems. That has led computing specialists to new computer system architecture and exploiting parallel computers, clusters of clusters, and distributed systems in the form of grids. There are also institutions that do not have so complicated problems but would like to improve profit, lower costs of design and production by using parallel and distributed processing on clusters. In general to achieve these goals, parallel and distributed processing must become the computing mainstream. This implies a need for new architectures of parallel and distributed systems, new system management facilities, and new application algorithms. This also implies a need for better understanding of grids and clusters, and in particular their operating systems, scheduling algorithms, load balancing, heterogeneity, transparency, application deployment, which is of the most critical importance for their development and taking them by industry and business.

Author : Andrzej Goscinski
Publisher : Springer Science & Business Media
Page : 463 pages
File Size : 49,8 Mb
Release : 2005-09-19
Category : Computers
ISBN : 9783540292357

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Distributed and Parallel Computing by Andrzej Goscinski Pdf

This book constitutes the refereed proceedings of the 6th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2005, held in Melbourne, Australia in October 2005. The 27 revised full papers and 25 revised short papers presented were carefully reviewed and selected from 95 submissions. The book covers new architectures of parallel and distributed systems, new system management facilities, and new application algorithms with special focus on two broad areas of parallel and distributed computing, i.e., architectures, algorithms and networks, and systems and applications.

Author : Georg Stellner
Publisher : Springer-Verlag
Page : 175 pages
File Size : 54,5 Mb
Release : 2013-07-29
Category : Technology & Engineering
ISBN : 9783663015222

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Dynamic Load Distribution for Parallel Applications by Georg Stellner Pdf

Author : Paolo Bellavista,Ruay-Shiung Chang,Han-Chieh Chao,Shin-Feng Lin,Peter M.A. Sloot
Publisher : Springer
Page : 701 pages
File Size : 40,9 Mb
Release : 2010-05-10
Category : Computers
ISBN : 9783642130670

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Advances in Grid and Pervasive Computing by Paolo Bellavista,Ruay-Shiung Chang,Han-Chieh Chao,Shin-Feng Lin,Peter M.A. Sloot Pdf

This book constitutes the proceedings of the 5th International Conference, CPC 2010, held in Hualien, Taiwan in May 2010. The 67 full papers are carefully selected from 184 submissions and focus on topics such as cloud and Grid computing, peer-to-peer and pervasive computing, sensor and moile networks, service-oriented computing, resource management and scheduling, Grid and pervasive applications, semantic Grid and ontologies, mobile commerce and services.