Scheduling Multiple Heterogeneous Networks To Reduce Communication Costs In Distributed Parallel Computing Systems
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Scheduling in Parallel Computing Systems
| Author | : Shaharuddin Salleh |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 177 |
| Release | : 2012-12-06 |
| Genre | : Computers |
| ISBN | : 1461550653 |
Scheduling in Parallel Computing Systems: Fuzzy and Annealing Techniques advocates the viability of using fuzzy and annealing methods in solving scheduling problems for parallel computing systems. The book proposes new techniques for both static and dynamic scheduling, using emerging paradigms that are inspired by natural phenomena such as fuzzy logic, mean-field annealing, and simulated annealing. Systems that are designed using such techniques are often referred to in the literature as `intelligent' because of their capability to adapt to sudden changes in their environments. Moreover, most of these changes cannot be anticipated in advance or included in the original design of the system. Scheduling in Parallel Computing Systems: Fuzzy and Annealing Techniques provides results that prove such approaches can become viable alternatives to orthodox solutions to the scheduling problem, which are mostly based on heuristics. Although heuristics are robust and reliable when solving certain instances of the scheduling problem, they do not perform well when one needs to obtain solutions to general forms of the scheduling problem. On the other hand, techniques inspired by natural phenomena have been successfully applied for solving a wide range of combinatorial optimization problems (e.g. traveling salesman, graph partitioning). The success of these methods motivated their use in this book to solve scheduling problems that are known to be formidable combinatorial problems. Scheduling in Parallel Computing Systems: Fuzzy and Annealing Techniques is an excellent reference and may be used for advanced courses on the topic.
Proceedings
| Author | : |
| Publisher | : Institute of Electrical & Electronics Engineers(IEEE) |
| Total Pages | : 388 |
| Release | : 1998 |
| Genre | : Computers |
| ISBN | : |
Scheduling Divisible Loads in Parallel and Distributed Systems
| Author | : Veeravalli Bharadwaj |
| Publisher | : John Wiley & Sons |
| Total Pages | : 320 |
| Release | : 1996-10-14 |
| Genre | : Computers |
| ISBN | : 9780818675218 |
This book provides an in-depth study concerning a claqss of problems in the general area of load sharing and balancing in parallel and distributed systems. The authors present the design and analysis of load distribution strategies for arbitrarily divisible loads in multiprocessor/multicomputer systems subjects to the system constraints in the form of communication delays. In particular, two system architecture-single-level tree or star network, and linear network-are thoroughly analyzed. The text studies two different cases, one of processors with front-ends and the other without. It concentrates on load distribution strategies and performance analysis, and does not cover issues related to implementation of these strategies on a specific system. The book collates research results developed mainly by two groups at the Indian Institute of Science and the State University of New York at Stony Brook. It also covers results by other researchers that have either appeared or are due to appear in computer science literature. The book also provides relevant but easily understandable numerical examples and figures to illustrate important concepts. It is the first book in this area and is intended to spur further research enabling these ideas to be applied to a more general class of loads. The new methodology introduced here allows a close examination of issues involving the integration of communication and computation. In fact, what is presented is a new "calculus" for load sharing problems.
13th International Parallel Processing Symposium & 10th Symposium on Parallel and Distributed Processing
| Author | : IEEE Computer Society. Technical Committee on Parallel Processing |
| Publisher | : Institute of Electrical & Electronics Engineers(IEEE) |
| Total Pages | : 800 |
| Release | : 1999 |
| Genre | : Computers |
| ISBN | : 9780769501437 |
Contains 113 papers presented at the April 1999 meetings. Arrangement is in 21 sections covering such topics as: algorithmic paradigms and primitives; latency tolerance and performance modeling; communication, run-time systems; scalable computing; communication and protocols for clusters; communication libraries; routing and broadcasting; miscellaneous architecture; advanced software for applications support; scientific engineering systems; signal processing; data mining and databases; and biological and discrete systems. Also included are abstracts of the panel discussions and the two keynote addresses from each of the symposiums. No subject index. Annotation copyrighted by Book News, Inc., Portland, OR
Topics in Parallel and Distributed Computing
| Author | : Sushil K Prasad |
| Publisher | : Morgan Kaufmann |
| Total Pages | : 359 |
| Release | : 2015-09-16 |
| Genre | : Computers |
| ISBN | : 0128039388 |
Topics in Parallel and Distributed Computing provides resources and guidance for those learning PDC as well as those teaching students new to the discipline. The pervasiveness of computing devices containing multicore CPUs and GPUs, including home and office PCs, laptops, and mobile devices, is making even common users dependent on parallel processing. Certainly, it is no longer sufficient for even basic programmers to acquire only the traditional sequential programming skills. The preceding trends point to the need for imparting a broad-based skill set in PDC technology. However, the rapid changes in computing hardware platforms and devices, languages, supporting programming environments, and research advances, poses a challenge both for newcomers and seasoned computer scientists. This edited collection has been developed over the past several years in conjunction with the IEEE technical committee on parallel processing (TCPP), which held several workshops and discussions on learning parallel computing and integrating parallel concepts into courses throughout computer science curricula. - Contributed and developed by the leading minds in parallel computing research and instruction - Provides resources and guidance for those learning PDC as well as those teaching students new to the discipline - Succinctly addresses a range of parallel and distributed computing topics - Pedagogically designed to ensure understanding by experienced engineers and newcomers - Developed over the past several years in conjunction with the IEEE technical committee on parallel processing (TCPP), which held several workshops and discussions on learning parallel computing and integrating parallel concepts
Computational Science — ICCS 2004
| Author | : Marian Bubak |
| Publisher | : Springer |
| Total Pages | : 1376 |
| Release | : 2004-05-12 |
| Genre | : Computers |
| ISBN | : 3540246886 |
The International Conference on Computational Science (ICCS 2004) held in Krak ́ ow, Poland, June 6–9, 2004, was a follow-up to the highly successful ICCS 2003 held at two locations, in Melbourne, Australia and St. Petersburg, Russia; ICCS 2002 in Amsterdam, The Netherlands; and ICCS 2001 in San Francisco, USA. As computational science is still evolving in its quest for subjects of inves- gation and e?cient methods, ICCS 2004 was devised as a forum for scientists from mathematics and computer science, as the basic computing disciplines and application areas, interested in advanced computational methods for physics, chemistry, life sciences, engineering, arts and humanities, as well as computer system vendors and software developers. The main objective of this conference was to discuss problems and solutions in all areas, to identify new issues, to shape future directions of research, and to help users apply various advanced computational techniques. The event harvested recent developments in com- tationalgridsandnextgenerationcomputingsystems,tools,advancednumerical methods, data-driven systems, and novel application ?elds, such as complex - stems, ?nance, econo-physics and population evolution.
Scheduling for Parallel Processing
| Author | : Maciej Drozdowski |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 395 |
| Release | : 2010-03-14 |
| Genre | : Computers |
| ISBN | : 184882310X |
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.
High Performance Computing for Computational Science - VECPAR 2008
| Author | : José M. Laginha M. Palma |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 612 |
| Release | : 2008-12-18 |
| Genre | : Computers |
| ISBN | : 3540928588 |
This book constitutes the thoroughly refereed post-conference proceedings of the 8th International Conference on High Performance Computing for Computational Science, VECPAR 2008, held in Toulouse, France, in June 2008. The 51 revised full papers presented together with the abstract of a surveying and look-ahead talk were carefully reviewed and selected from 73 submissions. The papers are organized in topical sections on parallel and distributed computing, cluster and grid computing, problem solving environment and data centric, numerical methods, linear algebra, computing in geosciences and biosciences, imaging and graphics, computing for aerospace and engineering, and high-performance data management in grid environments.
