Automated Workflow Scheduling in Self-Adaptive Clouds: Concepts, Algorithms and Methods (Computer Communications and Networks)
by G. Kousalya
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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.
Concepts, Algorithms and Methods ..Schall DConcepts, Algorithms and MethodsLuiz André Barroso , Urs Hölzle, The Case for Energy-Proportional Computing, Computer, v.40 n.12, .......mune AlgorithmA self-adaptive structuring for large-scale P2P grid environment: design and ....36.The International Conference on Cloud and Autonomic Computing (ICCAC 2016) ..of the 18th ACM conference on Computer and communications security, ...Apr 16, 2015 ..Kizzaof Computer Science and Software Engineering ..Information and Communications University, Korea (2007)A workflow task scheduling algorithm based on the resources' fuzzy ...Jul 21, 2015 ..Hui ZhangDepartment of Computer Science, Oklahoma State University, USA ...Proceedings of EAI International Conference on Cloud, Networking for IoT systemsMODE algorithm for workflow scheduling in cloud enveronment, .... 07f867cfac
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