Metaheuristics For Scheduling In Distributed Computing Environments

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Metaheuristics for Scheduling in Distributed Computing Environments

Author : Fatos Xhafa
Publisher : Springer Science & Business Media
ISBN 13 : 3540692606
Total Pages : 373 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Metaheuristics for Scheduling in Distributed Computing Environments by : Fatos Xhafa

Download or read book Metaheuristics for Scheduling in Distributed Computing Environments written by Fatos Xhafa and published by Springer Science & Business Media. This book was released on 2008-08-19 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents meta-heuristics approaches for Grid scheduling problems. It brings new ideas, analysis, implementations and evaluation of meta-heuristic techniques for Grid scheduling, which make this volume novel in several aspects.

Metaheuristics for Scheduling in Industrial and Manufacturing Applications

Author : Fatos Xhafa
Publisher : Springer Science & Business Media
ISBN 13 : 3540789847
Total Pages : 362 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Metaheuristics for Scheduling in Industrial and Manufacturing Applications by : Fatos Xhafa

Download or read book Metaheuristics for Scheduling in Industrial and Manufacturing Applications written by Fatos Xhafa and published by Springer Science & Business Media. This book was released on 2008-06-21 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the past decades scheduling has been among the most studied op- mization problemsanditisstillanactiveareaofresearch!Schedulingappears in many areas of science, engineering and industry and takes di?erent forms depending on the restrictions and optimization criteria of the operating en- ronments [8]. For instance, in optimization and computer science, scheduling has been de?ned as “the allocation of tasks to resources over time in order to achieve optimality in one or more objective criteria in an e?cient way” and in production as “production schedule, i. e. , the planning of the production or the sequence of operations according to which jobs pass through machines and is optimal with respect to certain optimization criteria. ” Although there is a standardized form of stating any scheduling problem, namely “e?cient allocation ofn jobs onm machines –which can process no more than one activity at a time– with the objective to optimize some - jective function of the job completion times”, scheduling is in fact a family of problems. Indeed, several parameters intervene in the problem de?nition: (a) job characteristics (preemptive or not, precedence constraints, release dates, etc. ); (b) resource environment (single vs. parallel machines, un- lated machines, identical or uniform machines, etc. ); (c) optimization criteria (minimize total tardiness, the number of late jobs, makespan, ?owtime, etc. ; maximize resource utilization, etc. ); and, (d) scheduling environment (static vs. dynamic,intheformerthenumberofjobstobeconsideredandtheirready times are available while in the later the number of jobs and their charact- istics change over time).

Metaheuristics for Scheduling in Industrial and Manufacturing Applications

Author : Fatos Xhafa
Publisher : Springer
ISBN 13 : 3540789855
Total Pages : 346 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Metaheuristics for Scheduling in Industrial and Manufacturing Applications by : Fatos Xhafa

Download or read book Metaheuristics for Scheduling in Industrial and Manufacturing Applications written by Fatos Xhafa and published by Springer. This book was released on 2008-08-22 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the past decades scheduling has been among the most studied op- mization problemsanditisstillanactiveareaofresearch!Schedulingappears in many areas of science, engineering and industry and takes di?erent forms depending on the restrictions and optimization criteria of the operating en- ronments [8]. For instance, in optimization and computer science, scheduling has been de?ned as “the allocation of tasks to resources over time in order to achieve optimality in one or more objective criteria in an e?cient way” and in production as “production schedule, i. e. , the planning of the production or the sequence of operations according to which jobs pass through machines and is optimal with respect to certain optimization criteria. ” Although there is a standardized form of stating any scheduling problem, namely “e?cient allocation ofn jobs onm machines –which can process no more than one activity at a time– with the objective to optimize some - jective function of the job completion times”, scheduling is in fact a family of problems. Indeed, several parameters intervene in the problem de?nition: (a) job characteristics (preemptive or not, precedence constraints, release dates, etc. ); (b) resource environment (single vs. parallel machines, un- lated machines, identical or uniform machines, etc. ); (c) optimization criteria (minimize total tardiness, the number of late jobs, makespan, ?owtime, etc. ; maximize resource utilization, etc. ); and, (d) scheduling environment (static vs. dynamic,intheformerthenumberofjobstobeconsideredandtheirready times are available while in the later the number of jobs and their charact- istics change over time).

Intelligent Decision Systems in Large-Scale Distributed Environments

Author : Pascal Bouvry
Publisher : Springer
ISBN 13 : 3642212719
Total Pages : 345 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Intelligent Decision Systems in Large-Scale Distributed Environments by : Pascal Bouvry

Download or read book Intelligent Decision Systems in Large-Scale Distributed Environments written by Pascal Bouvry and published by Springer. This book was released on 2011-06-19 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the most challenging issues for the intelligent decision systems is to effectively manage the large-scale complex distributed environments such as computational clouds, grids, ad hoc and P2P networks, under the different types of users, their relations, and real-world uncertainties. In this context the IT resources and services usually belong to different owners (institutions, enterprises, or individuals) and are managed by different administrators. These administrators conform to different sets of rules and configuration directives, and can impose different usage policies on the system users. Additionally, uncertainties are presented in various types of information that are incomplete, imprecise, fragmentary or overloading, which hinders the full and precise determination of the evaluation criteria, their subsequent and selection, the assignment scores, and eventually the final integrated decision result. This book presents new ideas, analysis, implementations and evaluation of the next generation intelligent techniques for solving complex decision problems in large-scale distributed systems. In 15 chapters several important formulations of the decision problems in heterogeneous environments are identified and a review of the recent approaches, from game theoretical models and computational intelligent techniques, such as genetic, memetic and evolutionary algorithms, to intelligent multi-agent systems and networking are presented. We believe that this volume will serve as a reference for the students, researchers and industry practitioners working in or are interested in joining interdisciplinary works in the areas of intelligent decision systems using emergent distributed computing paradigms. It will also allow newcomers to grasp key concerns and potential solutions on the selected topics.

Parallel and Distributed Computing, Applications and Technologies

Author : Hong Shen
Publisher : Springer Nature
ISBN 13 : 3030967727
Total Pages : 643 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Parallel and Distributed Computing, Applications and Technologies by : Hong Shen

Download or read book Parallel and Distributed Computing, Applications and Technologies written by Hong Shen and published by Springer Nature. This book was released on 2022-03-15 with total page 643 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 22nd International Conference on Parallel and Distributed Computing, Applications, and Technologies, PDCAT 2021, which took place in Guangzhou, China, during December 17-19, 2021. The 24 full papers and 34 short papers included in this volume were carefully reviewed and selected from 97 submissions. The papers are categorized into the following topical sub-headings: networking and architectures, software systems and technologies, algorithms and applications, and security and privacy.

Intelligent Distributed Computing VII

Author : Filip Zavoral
Publisher : Springer
ISBN 13 : 3319015710
Total Pages : 372 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Intelligent Distributed Computing VII by : Filip Zavoral

Download or read book Intelligent Distributed Computing VII written by Filip Zavoral and published by Springer. This book was released on 2013-08-04 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book represents the combined peer-reviewed proceedings of the Seventh International Symposium on Intelligent Distributed Computing - IDC-2013, of the Second Workshop on Agents for Clouds - A4C-2013, of the Fifth International Workshop on Multi-Agent Systems Technology and Semantics - MASTS-2013, and of the International Workshop on Intelligent Robots - iR-2013. All the events were held in Prague, Czech Republic during September 4-6, 2013. The 41 contributions published in this book address many topics related to theory and applications of intelligent distributed computing and multi-agent systems, including: agent-based data processing, ambient intelligence, bio-informatics, collaborative systems, cryptography and security, distributed algorithms, grid and cloud computing, information extraction, intelligent robotics, knowledge management, linked data, mobile agents, ontologies, pervasive computing, self-organizing systems, peer-to-peer computing, social networks and trust, and swarm intelligence.

Computer Supported Cooperative Work and Social Computing

Author : Yuqing Sun
Publisher : Springer Nature
ISBN 13 : 9811945497
Total Pages : 548 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Computer Supported Cooperative Work and Social Computing by : Yuqing Sun

Download or read book Computer Supported Cooperative Work and Social Computing written by Yuqing Sun and published by Springer Nature. This book was released on 2022-07-21 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set CCIS 1491 and 1492 constitutes the refereed post-conferenceproceedings of the 16th CCF Conference on Computer Supported Cooperative Work and Social Computing, ChineseCSCW 2021, held in Xiangtan, China, November 26–28, 2021. The conference was held in a hybrid mode i.e. online and on-site in Xiangtan due to the COVID-19 crisis. The 65 revised full papers and 22 revised short papers were carefully reviewed and selected from 242 submissions. The papers are organized in the following topical sections: Volume I: Collaborative Mechanisms, Models, Approaches, Algorithms and Systems; Cooperative Evolutionary Computation and Human-like Intelligent Collaboration; Domain-Specific Collaborative Applications; Volume II: Crowd Intelligence and Crowd Cooperative Computing; Social Media and Online Communities.

Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing

Author : Roger Lee
Publisher : Springer
ISBN 13 : 3540705600
Total Pages : 260 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing by : Roger Lee

Download or read book Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing written by Roger Lee and published by Springer. This book was released on 2008-09-10 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 9th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, held in Phuket Thailand on August 6 – 8, 2008 is aimed at bringing together researchers and scientist, businessmen and entrepreneurs, teachers and students to discuss the numerous fields of computer science, and to share ideas and information in a meaningful way. This publication captures 20 of the conference’s most promising papers, and we impatiently await the important contributions that we know these authors will bring to the field.

Parallel Computing Technologies

Author : Victor Malyshkin
Publisher : Springer
ISBN 13 : 3642399584
Total Pages : 444 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Parallel Computing Technologies by : Victor Malyshkin

Download or read book Parallel Computing Technologies written by Victor Malyshkin and published by Springer. This book was released on 2013-09-24 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 12th International Conference on Parallel Computing Technologies, PaCT 2013, held in St. Petersburg, Russia, during September 30-October 4, 2013. The 41 full papers presented together with 2 invited papers were carefully reviewed and selected from 83 submissions. The papers are organized in topical sections on all technological aspects of the applications of parallel computer systems High level parallel programming languages and systems, methods and tools for parallel solution of large-scale problems, languages, environments and software tools supporting parallel processing, operating systems, scheduling, mapping, load balancing, general architectural concepts, cellular automata, performance measurement and analysis tools, teaching parallel processing, software for grid and cloud computing, scalable computing, fragmentation and aggregation of algorithms and programs as well as programs assembling and reuse.

Internet and Distributed Computing Systems

Author : Mukaddim Pathan
Publisher : Springer
ISBN 13 : 3642414281
Total Pages : 400 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Internet and Distributed Computing Systems by : Mukaddim Pathan

Download or read book Internet and Distributed Computing Systems written by Mukaddim Pathan and published by Springer. This book was released on 2013-10-22 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Internet and Distributed Computing Systems, IDCS 2013, held in Hangzhou, China, in October 2013. The 20 revised full papers and 13 invited papers presented were carefully reviewed and selected from numerous submissions. The papers cover the following topics: ad-hoc and sensor networks, internet and Web technologies, network operations and management, information infrastructure; resilience, as well as fault tolerance and availability.

Data Intensive Distributed Computing: Challenges and Solutions for Large-scale Information Management

Author : Kosar, Tevfik
Publisher : IGI Global
ISBN 13 : 1615209727
Total Pages : 353 pages
Book Rating : 4.6/5 (152 download)

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Book Synopsis Data Intensive Distributed Computing: Challenges and Solutions for Large-scale Information Management by : Kosar, Tevfik

Download or read book Data Intensive Distributed Computing: Challenges and Solutions for Large-scale Information Management written by Kosar, Tevfik and published by IGI Global. This book was released on 2012-01-31 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book focuses on the challenges of distributed systems imposed by the data intensive applications, and on the different state-of-the-art solutions proposed to overcome these challenges"--Provided by publisher.

Mobile, Secure, and Programmable Networking

Author : Selma Boumerdassi
Publisher : Springer
ISBN 13 : 3319257447
Total Pages : 177 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Mobile, Secure, and Programmable Networking by : Selma Boumerdassi

Download or read book Mobile, Secure, and Programmable Networking written by Selma Boumerdassi and published by Springer. This book was released on 2015-11-29 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the First International Conference on Mobile, Secure, and Programmable Networking, MSPN 2015, held in Paris, France, in June 2015. The 14 papers presented in this volume were carefully reviewed and selected from 36 submissions. They discuss new trends in networking infrastructures, security, services and applications while focusing on virtualization and cloud computing for networks, network programming, software defined networks (SDN) and their security.

Intelligent Data Communication Technologies and Internet of Things

Author : Jude Hemanth
Publisher : Springer Nature
ISBN 13 : 9811595097
Total Pages : 891 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Intelligent Data Communication Technologies and Internet of Things by : Jude Hemanth

Download or read book Intelligent Data Communication Technologies and Internet of Things written by Jude Hemanth and published by Springer Nature. This book was released on 2021-02-12 with total page 891 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book solicits the innovative research ideas and solutions for almost all the intelligent data intensive theories and application domains. The proliferation of various mobile and wireless communication networks has paved way to foster a high demand for intelligent data processing and communication technologies. The potential of data in wireless mobile networks is enormous, and it constitutes to improve the communication capabilities profoundly. As the networking and communication applications are becoming more intensive, the management of data resources and its flow between various storage and computing resources are posing significant research challenges to both ICT and data science community. The general scope of this book covers the design, architecture, modeling, software, infrastructure and applications of intelligent communication architectures and systems for big data or data-intensive applications. In particular, this book reports the novel and recent research works on big data, mobile and wireless networks, artificial intelligence, machine learning, social network mining, intelligent computing technologies, image analysis, robotics and autonomous systems, data security and privacy.

Supercomputing

Author : Vladimir Voevodin
Publisher : Springer Nature
ISBN 13 : 3030365921
Total Pages : 757 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Supercomputing by : Vladimir Voevodin

Download or read book Supercomputing written by Vladimir Voevodin and published by Springer Nature. This book was released on 2019-12-09 with total page 757 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 5th Russian Supercomputing Days, RuSCDays 2019, held in Moscow, Russia, in September 2019. The 60 revised full papers presented were carefully reviewed and selected from 127 submissions. The papers are organized in the following topical sections: parallel algorithms; supercomputer simulation; HPC, BigData, AI: architectures, technologies, tools; and distributed and cloud computing.

Emerging Technologies in Data Mining and Information Security

Author : Aboul Ella Hassanien
Publisher : Springer Nature
ISBN 13 : 9813343672
Total Pages : 922 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Emerging Technologies in Data Mining and Information Security by : Aboul Ella Hassanien

Download or read book Emerging Technologies in Data Mining and Information Security written by Aboul Ella Hassanien and published by Springer Nature. This book was released on 2021-05-04 with total page 922 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features research papers presented at the International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS 2020) held at the University of Engineering & Management, Kolkata, India, during July 2020. The book is organized in three volumes and includes high-quality research work by academicians and industrial experts in the field of computing and communication, including full-length papers, research-in-progress papers and case studies related to all the areas of data mining, machine learning, Internet of things (IoT) and information security.

Transactions on Computational Collective Intelligence X

Author : Ngoc-Thanh Nguyen
Publisher : Springer
ISBN 13 : 364238496X
Total Pages : 207 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Transactions on Computational Collective Intelligence X by : Ngoc-Thanh Nguyen

Download or read book Transactions on Computational Collective Intelligence X written by Ngoc-Thanh Nguyen and published by Springer. This book was released on 2013-05-20 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the Semantic Web, social networks, and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies, such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems. This tenth issue contains 13 carefully selected and thoroughly revised contributions.

Goal Programming Based Multi-Objective Optimization Techniques of Task Allocation in Distributed Environment

Author : Abhishek Bhattacharya
Publisher : Lulu.com
ISBN 13 : 1304807673
Total Pages : 70 pages
Book Rating : 4.3/5 (48 download)

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Book Synopsis Goal Programming Based Multi-Objective Optimization Techniques of Task Allocation in Distributed Environment by : Abhishek Bhattacharya

Download or read book Goal Programming Based Multi-Objective Optimization Techniques of Task Allocation in Distributed Environment written by Abhishek Bhattacharya and published by Lulu.com. This book was released on 2014 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a distributed computing system (DCS), we need to allocate a number of tasks to different processors for execution. The problem of task assignment in heterogeneous computing systems has been studied for many years with many variations and to accomplish various objectives, such as throughput maximization, reliability maximization, and cost minimization. There are also exists a set of system constraints related to memory and communication link capacity. Most of the existing approaches for task allocation deal with a single objective only. In this project we construct the task allocation problem as a multi-objective optimization problem to consider system constraints. The goal programming technique is used with pre-emptive priority structure to find the optimal allocation that not only optimize system reliability but also optimize memory as well as path load. The genetic algorithm is used to find the optimal allocations. Genetic algorithm is used to find the optimal allocations.