Energy Optimization Algorithm For Virtual Machine Scheduling In Cloud Computing

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Jaya: An Advanced Optimization Algorithm and its Engineering Applications

Author : Ravipudi Venkata Rao
Publisher : Springer
ISBN 13 : 3319789228
Total Pages : 345 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Jaya: An Advanced Optimization Algorithm and its Engineering Applications by : Ravipudi Venkata Rao

Download or read book Jaya: An Advanced Optimization Algorithm and its Engineering Applications written by Ravipudi Venkata Rao and published by Springer. This book was released on 2018-06-09 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces readers to the “Jaya” algorithm, an advanced optimization technique that can be applied to many physical and engineering systems. It describes the algorithm, discusses its differences with other advanced optimization techniques, and examines the applications of versions of the algorithm in mechanical, thermal, manufacturing, electrical, computer, civil and structural engineering. In real complex optimization problems, the number of parameters to be optimized can be very large and their influence on the goal function can be very complicated and nonlinear in character. Such problems cannot be solved using classical methods and advanced optimization methods need to be applied. The Jaya algorithm is an algorithm-specific parameter-less algorithm that builds on other advanced optimization techniques. The application of Jaya in several engineering disciplines is critically assessed and its success compared with other complex optimization techniques such as Genetic Algorithms (GA), Particle Swarm Optimization (PSO), Differential Evolution (DE), Artificial Bee Colony (ABC), and other recently developed algorithms.

Design Automation of Cyber-Physical Systems

Author : Mohammad Abdullah Al Faruque
Publisher : Springer
ISBN 13 : 3030130509
Total Pages : 292 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Design Automation of Cyber-Physical Systems by : Mohammad Abdullah Al Faruque

Download or read book Design Automation of Cyber-Physical Systems written by Mohammad Abdullah Al Faruque and published by Springer. This book was released on 2019-05-09 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the state-of-the-art and breakthrough innovations in design automation for cyber-physical systems.The authors discuss various aspects of cyber-physical systems design, including modeling, co-design, optimization, tools, formal methods, validation, verification, and case studies. Coverage includes a survey of the various existing cyber-physical systems functional design methodologies and related tools will provide the reader unique insights into the conceptual design of cyber-physical systems.

Machine Learning and Optimization Models for Optimization in Cloud

Author : Punit Gupta
Publisher : CRC Press
ISBN 13 : 1000542254
Total Pages : 219 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Machine Learning and Optimization Models for Optimization in Cloud by : Punit Gupta

Download or read book Machine Learning and Optimization Models for Optimization in Cloud written by Punit Gupta and published by CRC Press. This book was released on 2022-02-27 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning and Models for Optimization in Cloud’s main aim is to meet the user requirement with high quality of service, least time for computation and high reliability. With increase in services migrating over cloud providers, the load over the cloud increases resulting in fault and various security failure in the system results in decreasing reliability. To fulfill this requirement cloud system uses intelligent metaheuristic and prediction algorithm to provide resources to the user in an efficient manner to manage the performance of the system and plan for upcoming requests. Intelligent algorithm helps the system to predict and find a suitable resource for a cloud environment in real time with least computational complexity taking into mind the system performance in under loaded and over loaded condition. This book discusses the future improvements and possible intelligent optimization models using artificial intelligence, deep learning techniques and other hybrid models to improve the performance of cloud. Various methods to enhance the directivity of cloud services have been presented which would enable cloud to provide better services, performance and quality of service to user. It talks about the next generation intelligent optimization and fault model to improve security and reliability of cloud. Key Features · Comprehensive introduction to cloud architecture and its service models. · Vulnerability and issues in cloud SAAS, PAAS and IAAS · Fundamental issues related to optimizing the performance in Cloud Computing using meta-heuristic, AI and ML models · Detailed study of optimization techniques, and fault management techniques in multi layered cloud. · Methods to improve reliability and fault in cloud using nature inspired algorithms and artificial neural network. · Advanced study of algorithms using artificial intelligence for optimization in cloud · Method for power efficient virtual machine placement using neural network in cloud · Method for task scheduling using metaheuristic algorithms. · A study of machine learning and deep learning inspired resource allocation algorithm for cloud in fault aware environment. This book aims to create a research interest & motivation for graduates degree or post-graduates. It aims to present a study on optimization algorithms in cloud for researchers to provide them with a glimpse of future of cloud computing in the era of artificial intelligence.

Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA 2014

Author : Pavel Kömer
Publisher : Springer
ISBN 13 : 331908156X
Total Pages : 446 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA 2014 by : Pavel Kömer

Download or read book Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA 2014 written by Pavel Kömer and published by Springer. This book was released on 2014-06-13 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume of Advances in Intelligent Systems and Computing contains accepted papers presented at IBICA2014, the 5th International Conference on Innovations in Bio-inspired Computing and Applications. The aim of IBICA 2014 was to provide a platform for world research leaders and practitioners, to discuss the full spectrum of current theoretical developments, emerging technologies, and innovative applications of Bio-inspired Computing. Bio-inspired Computing remains to be one of the most exciting research areas, and it is continuously demonstrating exceptional strength in solving complex real life problems. The main driving force of the conference was to further explore the intriguing potential of Bio-inspired Computing. IBICA 2014 was held in Ostrava, Czech Republic and hosted by the VSB - Technical University of Ostrava.

21st IEEE International Conference on High Performance Computing and Communications/17th IEEE International Conference on Smart City/5th IEEE International Conference on Data Science and Systems

Download 21st IEEE International Conference on High Performance Computing and Communications/17th IEEE International Conference on Smart City/5th IEEE International Conference on Data Science and Systems PDF Online Free

Author : Zheng Xiao
Publisher :
ISBN 13 : 9781728120584
Total Pages : pages
Book Rating : 4.1/5 (25 download)

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Book Synopsis 21st IEEE International Conference on High Performance Computing and Communications/17th IEEE International Conference on Smart City/5th IEEE International Conference on Data Science and Systems by : Zheng Xiao

Download or read book 21st IEEE International Conference on High Performance Computing and Communications/17th IEEE International Conference on Smart City/5th IEEE International Conference on Data Science and Systems written by Zheng Xiao and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Adaptive Resource Management and Scheduling for Cloud Computing

Author : Florin Pop
Publisher : Springer
ISBN 13 : 3319284487
Total Pages : 197 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Adaptive Resource Management and Scheduling for Cloud Computing by : Florin Pop

Download or read book Adaptive Resource Management and Scheduling for Cloud Computing written by Florin Pop and published by Springer. This book was released on 2016-01-07 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Adaptive Resource Management and Scheduling for Cloud Computing, ARMS-CC 2015, held in Conjunction with ACM Symposium on Principles of Distributed Computing, PODC 2015, in Donostia-San Sebastián, Spain, in July 2015. The 12 revised full papers, including 1 invited paper, were carefully reviewed and selected from 24 submissions. The papers have identified several important aspects of the problem addressed by ARMS-CC: self-* and autonomous cloud systems, cloud quality management and service level agreement (SLA), scalable computing, mobile cloud computing, cloud computing techniques for big data, high performance cloud computing, resource management in big data platforms, scheduling algorithms for big data processing, cloud composition, federation, bridging, and bursting, cloud resource virtualization and composition, load-balancing and co-allocation, fault tolerance, reliability, and availability of cloud systems.

Evolutionary Computation in Scheduling

Author : Amir H. Gandomi
Publisher : John Wiley & Sons
ISBN 13 : 1119573874
Total Pages : 343 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Evolutionary Computation in Scheduling by : Amir H. Gandomi

Download or read book Evolutionary Computation in Scheduling written by Amir H. Gandomi and published by John Wiley & Sons. This book was released on 2020-04-09 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents current developments in the field of evolutionary scheduling and demonstrates the applicability of evolutionary computational techniques to solving scheduling problems This book provides insight into the use of evolutionary computations (EC) in real-world scheduling, showing readers how to choose a specific evolutionary computation and how to validate the results using metrics and statistics. It offers a spectrum of real-world optimization problems, including applications of EC in industry and service organizations such as healthcare scheduling, aircraft industry, school timetabling, manufacturing systems, and transportation scheduling in the supply chain. It also features problems with different degrees of complexity, practical requirements, user constraints, and MOEC solution approaches. Evolutionary Computation in Scheduling starts with a chapter on scientometric analysis to analyze scientific literature in evolutionary computation in scheduling. It then examines the role and impacts of ant colony optimization (ACO) in job shop scheduling problems, before presenting the application of the ACO algorithm in healthcare scheduling. Other chapters explore task scheduling in heterogeneous computing systems and truck scheduling using swarm intelligence, application of sub-population scheduling algorithm in multi-population evolutionary dynamic optimization, task scheduling in cloud environments, scheduling of robotic disassembly in remanufacturing using the bees algorithm, and more. This book: Provides a representative sampling of real-world problems currently being tackled by practitioners Examines a variety of single-, multi-, and many-objective problems that have been solved using evolutionary computations, including evolutionary algorithms and swarm intelligence Consists of four main parts: Introduction to Scheduling Problems, Computational Issues in Scheduling Problems, Evolutionary Computation, and Evolutionary Computations for Scheduling Problems Evolutionary Computation in Scheduling is ideal for engineers in industries, research scholars, advanced undergraduates and graduate students, and faculty teaching and conducting research in Operations Research and Industrial Engineering.

Advanced Computing Techniques for Optimization in Cloud

Author : H S Madhusudhan
Publisher : CRC Press
ISBN 13 : 1040112641
Total Pages : 263 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Advanced Computing Techniques for Optimization in Cloud by : H S Madhusudhan

Download or read book Advanced Computing Techniques for Optimization in Cloud written by H S Madhusudhan and published by CRC Press. This book was released on 2024-09-11 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the current trends in research and analysis of virtual machine placement in a cloud data center. It discusses the integration of machine learning models and metaheuristic approaches for placement techniques. Taking into consideration the challenges of energy-efficient resource management in cloud data centers, it emphasizes upon computing resources being suitably utilised to serve application workloads in order to reduce energy utilisation, while maintaining apt performance. This book provides information on fault-tolerant mechanisms in the cloud and provides an outlook on task scheduling techniques. Focuses on virtual machine placement and migration techniques for cloud data centers Presents the role of machine learning and metaheuristic approaches for optimisation in cloud computing services Includes application of placement techniques for quality of service, performance, and reliability improvement Explores data center resource management, load balancing and orchestration using machine learning techniques Analyses dynamic and scalable resource scheduling with a focus on resource management The text is for postgraduate students, professionals, and academic researchers working in the fields of computer science and information technology.

Sustainable Cloud and Energy Services

Author : Wilson Rivera
Publisher : Springer
ISBN 13 : 3319622382
Total Pages : 276 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Sustainable Cloud and Energy Services by : Wilson Rivera

Download or read book Sustainable Cloud and Energy Services written by Wilson Rivera and published by Springer. This book was released on 2017-09-20 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book entirely devoted to providing a perspective on the state-of-the-art of cloud computing and energy services and the impact on designing sustainable systems. Cloud computing services provide an efficient approach for connecting infrastructures and can support sustainability in different ways. For example, the design of more efficient cloud services can contribute in reducing energy consumption and environmental impact. The chapters in this book address conceptual principles and illustrate the latest achievements and development updates concerning sustainable cloud and energy services. This book serves as a useful reference for advanced undergraduate students, graduate students and practitioners interested in the design, implementation and deployment of sustainable cloud based energy services. Professionals in the areas of power engineering, computer science, and environmental science and engineering will find value in the multidisciplinary approach to sustainable cloud and energy services presented in this book.

Proceedings of the 12th International Conference on Soft Computing for Problem Solving

Author : Millie Pant
Publisher : Springer Nature
ISBN 13 : 9819732921
Total Pages : 922 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Proceedings of the 12th International Conference on Soft Computing for Problem Solving by : Millie Pant

Download or read book Proceedings of the 12th International Conference on Soft Computing for Problem Solving written by Millie Pant and published by Springer Nature. This book was released on with total page 922 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cloud Computing for Optimization: Foundations, Applications, and Challenges

Author : Bhabani Shankar Prasad Mishra
Publisher : Springer
ISBN 13 : 3319736760
Total Pages : 468 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Cloud Computing for Optimization: Foundations, Applications, and Challenges by : Bhabani Shankar Prasad Mishra

Download or read book Cloud Computing for Optimization: Foundations, Applications, and Challenges written by Bhabani Shankar Prasad Mishra and published by Springer. This book was released on 2018-02-26 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses harnessing the real power of cloud computing in optimization problems, presenting state-of-the-art computing paradigms, advances in applications, and challenges concerning both the theories and applications of cloud computing in optimization with a focus on diverse fields like the Internet of Things, fog-assisted cloud computing, and big data. In real life, many problems – ranging from social science to engineering sciences – can be identified as complex optimization problems. Very often these are intractable, and as a result researchers from industry as well as the academic community are concentrating their efforts on developing methods of addressing them. Further, the cloud computing paradigm plays a vital role in many areas of interest, like resource allocation, scheduling, energy management, virtualization, and security, and these areas are intertwined with many optimization problems. Using illustrations and figures, this book offers students and researchers a clear overview of the concepts and practices of cloud computing and its use in numerous complex optimization problems.

Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799853403
Total Pages : 2700 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing by : Management Association, Information Resources

Download or read book Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-01-25 with total page 2700 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed systems intertwine with our everyday lives. The benefits and current shortcomings of the underpinning technologies are experienced by a wide range of people and their smart devices. With the rise of large-scale IoT and similar distributed systems, cloud bursting technologies, and partial outsourcing solutions, private entities are encouraged to increase their efficiency and offer unparalleled availability and reliability to their users. The Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing is a vital reference source that provides valuable insight into current and emergent research occurring within the field of distributed computing. It also presents architectures and service frameworks to achieve highly integrated distributed systems and solutions to integration and efficient management challenges faced by current and future distributed systems. Highlighting a range of topics such as data sharing, wireless sensor networks, and scalability, this multi-volume book is ideally designed for system administrators, integrators, designers, developers, researchers, academicians, and students.

Advances on Computational Intelligence in Energy

Author : Tutut Herawan
Publisher : Springer
ISBN 13 : 3319698893
Total Pages : 228 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Advances on Computational Intelligence in Energy by : Tutut Herawan

Download or read book Advances on Computational Intelligence in Energy written by Tutut Herawan and published by Springer. This book was released on 2019-07-12 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addressing the applications of computational intelligence algorithms in energy, this book presents a systematic procedure that illustrates the practical steps required for applying bio-inspired, meta-heuristic algorithms in energy, such as the prediction of oil consumption and other energy products. Contributions include research findings, projects, surveying work and industrial experiences that describe significant advances in the applications of computational intelligence algorithms in energy. For easy understanding, the text provides practical simulation results, convergence and learning curves as well as illustrations and tables. Providing a valuable resource for undergraduate and postgraduate students alike, it is also intended for researchers in the fields of computational intelligence and energy.

Infinite Dimensional Dynamical Systems

Author : John Mallet-Paret
Publisher : Springer Science & Business Media
ISBN 13 : 1461445221
Total Pages : 495 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Infinite Dimensional Dynamical Systems by : John Mallet-Paret

Download or read book Infinite Dimensional Dynamical Systems written by John Mallet-Paret and published by Springer Science & Business Media. This book was released on 2012-10-11 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection covers a wide range of topics of infinite dimensional dynamical systems generated by parabolic partial differential equations, hyperbolic partial differential equations, solitary equations, lattice differential equations, delay differential equations, and stochastic differential equations. Infinite dimensional dynamical systems are generated by evolutionary equations describing the evolutions in time of systems whose status must be depicted in infinite dimensional phase spaces. Studying the long-term behaviors of such systems is important in our understanding of their spatiotemporal pattern formation and global continuation, and has been among major sources of motivation and applications of new developments of nonlinear analysis and other mathematical theories. Theories of the infinite dimensional dynamical systems have also found more and more important applications in physical, chemical, and life sciences. This book collects 19 papers from 48 invited lecturers to the International Conference on Infinite Dimensional Dynamical Systems held at York University, Toronto, in September of 2008. As the conference was dedicated to Professor George Sell from University of Minnesota on the occasion of his 70th birthday, this collection reflects the pioneering work and influence of Professor Sell in a few core areas of dynamical systems, including non-autonomous dynamical systems, skew-product flows, invariant manifolds theory, infinite dimensional dynamical systems, approximation dynamics, and fluid flows.

Renewable Energy Production and Distribution Volume 2

Author : Mejdi Jeguirim
Publisher : Elsevier
ISBN 13 : 0443184402
Total Pages : 584 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Renewable Energy Production and Distribution Volume 2 by : Mejdi Jeguirim

Download or read book Renewable Energy Production and Distribution Volume 2 written by Mejdi Jeguirim and published by Elsevier. This book was released on 2023-04-16 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: Renewable Energy Production and Distribution: Solutions and Opportunities, Volume Four, the latest release in the Advances in Renewable Energy Technologies series, looks at the production performance of renewable energy sources and emerging production processes. Containing all major renewable energy technologies in individual chapters, this reference includes some of the most dynamic developments, good practices and future concepts in solar energy systems, energy storage, geothermal energy, bioenergy and hydrogen production. By reviewing these advances, considering them in real world applications and analyzing key challenges, this book provides readers with an up-to-date resource on renewable energy grid integration and its importance. This newest volume will be of interest to sustainability, energy and engineering graduates, researchers, professors as well as industry professionals involved in the renewable energy sector. - Highlights best practices and future ideas for a range of renewable energy technologies, including solar energy, energy storage and geothermal energy - Discusses the latest challenges in emerging energy production processes - Presents real-world applications to bridge the gap between energy research and practice

Intelligent Computing

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3030801195
Total Pages : 1184 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Intelligent Computing by : Kohei Arai

Download or read book Intelligent Computing written by Kohei Arai and published by Springer Nature. This book was released on 2021-07-12 with total page 1184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive collection of chapters focusing on the core areas of computing and their further applications in the real world. Each chapter is a paper presented at the Computing Conference 2021 held on 15-16 July 2021. Computing 2021 attracted a total of 638 submissions which underwent a double-blind peer review process. Of those 638 submissions, 235 submissions have been selected to be included in this book. The goal of this conference is to give a platform to researchers with fundamental contributions and to be a premier venue for academic and industry practitioners to share new ideas and development experiences. We hope that readers find this volume interesting and valuable as it provides the state-of-the-art intelligent methods and techniques for solving real-world problems. We also expect that the conference and its publications is a trigger for further related research and technology improvements in this important subject.

Cloud Computing

Author : Dan C. Marinescu
Publisher : Newnes
ISBN 13 : 012404641X
Total Pages : 415 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis Cloud Computing by : Dan C. Marinescu

Download or read book Cloud Computing written by Dan C. Marinescu and published by Newnes. This book was released on 2013-05-30 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cloud Computing: Theory and Practice provides students and IT professionals with an in-depth analysis of the cloud from the ground up. Beginning with a discussion of parallel computing and architectures and distributed systems, the book turns to contemporary cloud infrastructures, how they are being deployed at leading companies such as Amazon, Google and Apple, and how they can be applied in fields such as healthcare, banking and science. The volume also examines how to successfully deploy a cloud application across the enterprise using virtualization, resource management and the right amount of networking support, including content delivery networks and storage area networks. Developers will find a complete introduction to application development provided on a variety of platforms. - Learn about recent trends in cloud computing in critical areas such as: resource management, security, energy consumption, ethics, and complex systems - Get a detailed hands-on set of practical recipes that help simplify the deployment of a cloud based system for practical use of computing clouds along with an in-depth discussion of several projects - Understand the evolution of cloud computing and why the cloud computing paradigm has a better chance to succeed than previous efforts in large-scale distributed computing