Matching And Scheduling Of Applications In Heterogeneous Computing Systems With Emphasis On High Performance Reliability And Qos
DOWNLOAD
Download Matching And Scheduling Of Applications In Heterogeneous Computing Systems With Emphasis On High Performance Reliability And Qos PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Matching And Scheduling Of Applications In Heterogeneous Computing Systems With Emphasis On High Performance Reliability And Qos book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Matching And Scheduling Of Applications In Heterogeneous Computing Systems With Emphasis On High Performance Reliability And Qos
DOWNLOAD
Author : Atakan Doğan
language : en
Publisher:
Release Date : 2001
Matching And Scheduling Of Applications In Heterogeneous Computing Systems With Emphasis On High Performance Reliability And Qos written by Atakan Doğan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.
Scheduling Parallel Applications On Heterogeneous Distributed Systems
DOWNLOAD
Author : Guoqi Xie
language : en
Publisher: Springer
Release Date : 2019-08-06
Scheduling Parallel Applications On Heterogeneous Distributed Systems written by Guoqi Xie and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-06 with Technology & Engineering categories.
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.
American Doctoral Dissertations
DOWNLOAD
Author :
language : en
Publisher:
Release Date : 2002
American Doctoral Dissertations written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Dissertation abstracts categories.
Analyzing And Evaluating The Resilience Of Scheduling Scientific Applications On High Performance Computing Systems Using A Simulation Based Methodology
DOWNLOAD
Author : Nitin Sukhija
language : en
Publisher:
Release Date : 2015
Analyzing And Evaluating The Resilience Of Scheduling Scientific Applications On High Performance Computing Systems Using A Simulation Based Methodology written by Nitin Sukhija and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.
Large scale systems provide a powerful computing platform for solving large and complex scientific applications. However, the inherent complexity, heterogeneity, wide distribution, and dynamism of the computing environments can lead to performance degradation of the scientific applications executing on these computing systems. Load imbalance arising from a variety of sources such as application, algorithmic, and systemic variations is one of the major contributors to their performance degradation. In general, load balancing is achieved via scheduling. Moreover, frequently occurring resource failures drastically affect the execution of applications running on high performance computing systems. Therefore, the study of deploying support for integrated scheduling and fault-tolerance mechanisms for guaranteeing that applications deployed on computing systems are resilient to failures becomes of paramount importance. Recently, several research initiatives have started to address the issue of resilience. However, the major focus of these efforts was geared more toward achieving system level resilience with less emphasis on achieving resilience at the application level. Therefore, it is increasingly important to extend the concept of resilience to the scheduling techniques at the application level for establishing a holistic approach that addresses the performability of these applications on high performance computing systems. This can be achieved by developing a comprehensive modeling framework that can be used to evaluate the resiliency of such techniques on heterogeneous computing systems for assessing the impact of failures as well as workloads in an integrated way. This dissertation presents an experimental methodology based on discrete event simulation for the analysis and the evaluation of the resilience of scheduling scientific applications on high performance computing systems. With the aid of the methodology a wide class of dependencies existing between application and computing system are captured within a deterministic model for quantifying the performance impact expected from changes in application and system characteristics. Ideally, the results obtained by employing the proposed simulation-based performance prediction framework enabled an introspective design and investigation of scheduling heuristics to reason about how to best fully optimize various often antagonistic objectives, such as minimizing application makespan and maximizing reliability.
Management And Scheduling Of Accelerators For Heterogeneous High Performance Computing
DOWNLOAD
Author : Tobias Beisel
language : en
Publisher:
Release Date : 2015
Management And Scheduling Of Accelerators For Heterogeneous High Performance Computing written by Tobias Beisel and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Heterogeneous computing categories.
The use of heterogeneous computing resources, such as graphics processing units or other specialized co-processors, has become widespread in recent years because of their performance and energy efficiency advantages. Operating system approaches that are limited to optimizing CPU usage are no longer sufficient for the efficient utilization of systems that comprise diverse resource types. Enabling task preemption on these architectures and migration of tasks between different resource types at run-time is not only key to improving the performance and energy consumption but also to enabling automatic scheduling methods for heterogeneous compute nodes. This thesis proposes novel techniques for run-time management of heterogeneous resources and enabling tasks to migrate between diverse hardware. It provides fundamental work towards future operating systems by discussing implications, limitations, and chances of the heterogeneity and introducing solutions for energy- and performance-efficient run-time systems. Scheduling methods to utilize heterogeneous systems by the use of a centralized scheduler are presented that show benefits over existing approaches in varying case studies.
Workflow Scheduling On Computing Systems
DOWNLOAD
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.
Comparison Of Scheduling Heuristics For Tasks With Multiple Qos Demands In Heterogeneous Computing Systems
DOWNLOAD
Author : Kavitha S. Golconda
language : en
Publisher:
Release Date : 2003
Comparison Of Scheduling Heuristics For Tasks With Multiple Qos Demands In Heterogeneous Computing Systems written by Kavitha S. Golconda and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.
Differential Evolution
DOWNLOAD
Author : Anyong Qing
language : en
Publisher: John Wiley & Sons
Release Date : 2009-07-23
Differential Evolution written by Anyong Qing 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 2009-07-23 with Computers categories.
Differential evolution is a very simple but very powerful stochastic optimizer. Since its inception, it has proved very efficient and robust in function optimization and has been applied to solve problems in many scientific and engineering fields. In Differential Evolution , Dr. Qing begins with an overview of optimization, followed by a state-of-the-art review of differential evolution, including its fundamentals and up-to-date advances. He goes on to explore the relationship between differential evolution strategies, intrinsic control parameters, non-intrinsic control parameters, and problem features through a parametric study. Findings and recommendations on the selection of strategies and intrinsic control parameter values are presented. Lastly, after an introductory review of reported applications in electrical and electronic engineering fields, different research groups demonstrate how the methods can be applied to such areas as: multicast routing, multisite mapping in grid environments, antenna arrays, analog electric circuit sizing, electricity markets, stochastic tracking in video sequences, and color quantization. Contains a systematic and comprehensive overview of differential evolution Reviews the latest differential evolution research Describes a comprehensive parametric study conducted over a large test bed Shows how methods can be practically applied to mobile communications grid computing circuits image processing power engineering Sample applications demonstrated by research groups in the United Kingdom, Australia, Italy, Turkey, China, and Eastern Europe Provides access to companion website with code examples for download Differential Evolution is ideal for application engineers, who can use the methods described to solve specific engineering problems. It is also a valuable reference for post-graduates and researchers working in evolutionary computation, design optimization and artificial intelligence. Researchers in the optimization field or engineers and managers involved in operations research will also find the book a helpful introduction to the topic.
Scheduling In Distributed Computing Systems
DOWNLOAD
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.
Advances In Grid Computing Egc 2005
DOWNLOAD
Author : P.M.A. Sloot
language : en
Publisher: Springer
Release Date : 2005-07-11
Advances In Grid Computing Egc 2005 written by P.M.A. Sloot and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-07-11 with Computers categories.
We are proud to present to you the proceedings of the European Grid Conference 2005, held at the Science Park Amsterdam during February 14 –16.