Workflow Scheduling On Computing Systems
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Workflow Scheduling On Computing Systems
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Author : Kenli Li
language : en
Publisher: CRC Press
Release Date : 2022-08-12
Workflow Scheduling On Computing Systems written by Kenli Li and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-12 with Computers categories.
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.
Workflow Scheduling On Computing Systems
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FREE 30 Days
Author : Kenli Li
language : en
Publisher:
Release Date : 2022-07
Workflow Scheduling On Computing Systems written by Kenli Li and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07 with Workflow management systems categories.
"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 the approaches for various process-centric cloud-based applications, which gives 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"--
Data Processing And Workflow Scheduling In Cluster Computing Systems
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Author : Srinath Shankar
language : en
Publisher:
Release Date : 2008
Data Processing And Workflow Scheduling In Cluster Computing Systems written by Srinath Shankar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.
Automated Workflow Scheduling In Self Adaptive Clouds
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Author : G. Kousalya
language : en
Publisher: Springer
Release Date : 2017-05-25
Automated Workflow Scheduling In Self Adaptive Clouds written by G. Kousalya and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-25 with Computers categories.
This timely text/reference presents a comprehensive review of the workflow scheduling algorithms and approaches that are rapidly becoming essential for a range of software applications, due to their ability to efficiently leverage diverse and distributed cloud resources. Particular emphasis is placed on how workflow-based automation in software-defined cloud centers and hybrid IT systems can significantly enhance resource utilization and optimize energy efficiency. Topics and features: describes dynamic workflow and task scheduling techniques that work across multiple (on-premise and off-premise) clouds; presents simulation-based case studies, and details of real-time test bed-based implementations; offers analyses and comparisons of a broad selection of static and dynamic workflow algorithms; examines the considerations for the main parameters in projects limited by budget and time constraints; covers workflow management systems, workflow modeling and simulation techniques, and machine learning approaches for predictive workflow analytics. This must-read work provides invaluable practical insights from three subject matter experts in the cloud paradigm, which will empower IT practitioners and industry professionals in their daily assignments. Researchers and students interested in next-generation software-defined cloud environments will also greatly benefit from the material in the book.
Cloud Broker And Cloudlet For Workflow Scheduling
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Author : Chan-Hyun Youn
language : en
Publisher: Springer
Release Date : 2017-06-26
Cloud Broker And Cloudlet For Workflow Scheduling written by Chan-Hyun Youn and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-26 with Computers categories.
This book blends the principles of cloud computing theory and discussion of emerging technologies in cloud broker systems, enabling users to realise the potential of an integrated broker system for scientific applications and the Internet of Things (IoT). Due to dynamic situations in user demand and cloud resource status, scalability has become crucial in the execution of complex scientific applications. Therefore, data analysts and computer scientists must grasp workflow management issues in order to better understand the characteristics of cloud resources, allocate these resources more efficiently and make critical decisions intelligently. Thus, this book addresses these issues through discussion of some novel approaches and engineering issues in cloud broker systems and cloudlets for workflow scheduling. This book closes the gaps between cloud programmers and scientific applications designers, describing the fundamentals of cloud broker system technology and the state-of-the-art applications in implementation and performance evaluation. The books gives details of scheduling structures and processes, providing guidance and inspiration for users including cloud programmers, application designers and decision makers with involvement in cloud resource management.
Scheduling In Distributed Computing Systems
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Author : Deo Prakash Vidyarthi
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-10-20
Scheduling In Distributed Computing Systems written by Deo Prakash Vidyarthi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-10-20 with Computers categories.
This book intends to inculcate the innovative ideas for the scheduling aspect in distributed computing systems. Although the models in this book have been designed for distributed systems, the same information is applicable for any type of system. The book will dramatically improve the design and management of the processes for industry professionals. It deals exclusively with the scheduling aspect, which finds little space in other distributed operating system books. Structured for a professional audience composed of researchers and practitioners in industry, this book is also suitable as a reference for graduate-level students.
Metaheuristics For Scheduling In Distributed Computing Environments
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Author : Fatos Xhafa
language : en
Publisher: Springer
Release Date : 2008-09-08
Metaheuristics For Scheduling In Distributed Computing Environments written by Fatos Xhafa and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-09-08 with Technology & Engineering categories.
Grid computing has emerged as one of the most promising computing paradigms of the new millennium! Achieving high performance Grid computing requires techniques to efficiently and adaptively allocate jobs and applications to available resources in a large scale, highly heterogenous and dynamic environment. This volume presents meta-heuristics approaches for Grid scheduling problems. Due to the complex nature of the problem, meta-heuristics are primary techniques for the design and implementation of efficient Grid schedulers. The volume brings new ideas, analysis, implementations and evaluation of meta-heuristic techniques for Grid scheduling, which make this volume novel in several aspects. The 14 chapters of this volume have identified several important formulations of the problem, which we believe will serve as a reference for the researchers in the Grid computing community. Important features include the detailed overview of the various novel metaheuristic scheduling approaches, excellent coverage of timely, advanced scheduling topics, state-of-the-art theoretical research and application developments and chapters authored by pioneers in the field. Academics, scientists as well as engineers engaged in research, development and scheduling will find the comprehensive coverage of this book invaluable.
Workflow Scheduling On Computing Systems
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FREE 30 Days
Author : Kenli Li
language : en
Publisher: CRC Press
Release Date : 2022-08-12
Workflow Scheduling On Computing Systems written by Kenli Li and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-12 with Computers categories.
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.
Metaheuristic Based Multi Objective Workflow Scheduling In Iaas Cloud
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Author : Jabir V T K
language : en
Publisher: Mohammed Abdul Sattar
Release Date : 2024-04-02
Metaheuristic Based Multi Objective Workflow Scheduling In Iaas Cloud written by Jabir V T K and has been published by Mohammed Abdul Sattar this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-02 with Computers categories.
Cloud computing enables the delivery of computing resources like hardware, software, and networking resources over the internet in a pay-per-use mode. Virtualization technology of the cloud provides a large number of powerful and scalable computational resources for the deployment of large-scale applications. In recent years, the cloud has become the most sought-after platform for large-scale application execution with its capability to provide a vast collection of computing resources on demand from its shared pool of resources with minimal interaction of users. Since many of today's business and scientific applications have large data and computing requirements, the cloud has become a preferred choice for the deployment of such applications. Large scientific and business applications are represented as workflows for deployment in distributed systems. Workflows specify series of computational operations which allows the data processing in an organized and distributed way. Workflows provide a structured method to extract and process knowledge from large volumes of data available from business applications and scientific tools, that is very significant in today's big data era. Cloud computing offers several advantages for the deployment of such workflow applications with its large-scale scalable and elastic virtualized resources. Complex computational operations and problems pertaining to scientific applications can be specified by means of workflow structures for efficient processing in distributed environments. Workflows consist of thousands of tasks interconnected according to various dependency constraints. These tasks need to be executed according to the precedence constraints specified in the workflow structure. Normally, a workflow task executes a large number of instructions and operates on large input data files. Different tasks in a workflow may have different computing requirements. Different combinations of resources are available in the cloud for distributing these different types of workflow tasks for execution. The optimal distribution of workflow tasks to computing resources becomes very significant for workflow execution.
Task Scheduling For Parallel Systems
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Author : Oliver Sinnen
language : en
Publisher: John Wiley & Sons
Release Date : 2007-05-04
Task Scheduling For Parallel Systems written by Oliver Sinnen and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-05-04 with Computers categories.
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.