Adaptive Resource Management And Scheduling For Cloud Computing

Author : Florin Pop,Maria Potop-Butucaru
Publisher : Springer
Page : 187 pages
File Size : 53,9 Mb
Release : 2016-01-07
Category : Computers
ISBN : 9783319284484

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Adaptive Resource Management and Scheduling for Cloud Computing by Florin Pop,Maria Potop-Butucaru Pdf

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.

Author : Florin Pop,Maria Potop-Butucaru
Publisher : Springer
Page : 217 pages
File Size : 48,8 Mb
Release : 2014-11-25
Category : Computers
ISBN : 9783319134642

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Adaptive Resource Management and Scheduling for Cloud Computing by Florin Pop,Maria Potop-Butucaru Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the First International Workshop on Adaptive Resource Management and Scheduling for Cloud Computing, ARMS-CC 2014, held in Conjunction with ACM Symposium on Principles of Distributed Computing, PODC 2014, in Paris, France, in July 2014. The 14 revised full papers (including 2 invited talks) were carefully reviewed and selected from 29 submissions and cover topics such as scheduling methods and algorithms, services and applications, fundamental models for resource management in the cloud.

Author : Florin Pop
Publisher : Unknown
Page : 128 pages
File Size : 49,7 Mb
Release : 2017-07-25
Category : Electronic
ISBN : 1450351166

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Proceedings of the 2017 Workshop on Adaptive Resource Management and Scheduling for Cloud Computing by Florin Pop Pdf

PODC '17: ACM Symposium on Principles of Distributed Computing Jul 25, 2017-Jul 27, 2017 Washington, USA. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.

Author : Florin Pop
Publisher : Unknown
Page : 128 pages
File Size : 41,8 Mb
Release : 2016-07-25
Category : Computer science
ISBN : 1450342272

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Proceedings of the Third International Workshop on Adaptive Resource Management and Scheduling for Cloud Computing by Florin Pop Pdf

PODC '16: ACM Symposium on Principles of Distributed Computing Jul 25, 2016-Jul 28, 2016 Chicago, USA. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.

Author : Wenhong Dr. Tian,Yong Dr. Zhao
Publisher : Morgan Kaufmann
Page : 285 pages
File Size : 51,5 Mb
Release : 2014-10-15
Category : Computers
ISBN : 9780128016459

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Optimized Cloud Resource Management and Scheduling by Wenhong Dr. Tian,Yong Dr. Zhao Pdf

Optimized Cloud Resource Management and Scheduling identifies research directions and technologies that will facilitate efficient management and scheduling of computing resources in cloud data centers supporting scientific, industrial, business, and consumer applications. It serves as a valuable reference for systems architects, practitioners, developers, researchers and graduate level students. Explains how to optimally model and schedule computing resources in cloud computing Provides in depth quality analysis of different load-balance and energy-efficient scheduling algorithms for cloud data centers and Hadoop clusters Introduces real-world applications, including business, scientific and related case studies Discusses different cloud platforms with real test-bed and simulation tools

Author : Florin Pop,Joanna Kołodziej,Beniamino Di Martino
Publisher : Springer
Page : 516 pages
File Size : 48,9 Mb
Release : 2016-10-27
Category : Computers
ISBN : 9783319448817

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Resource Management for Big Data Platforms by Florin Pop,Joanna Kołodziej,Beniamino Di Martino Pdf

Serving as a flagship driver towards advance research in the area of Big Data platforms and applications, this book provides a platform for the dissemination of advanced topics of theory, research efforts and analysis, and implementation oriented on methods, techniques and performance evaluation. In 23 chapters, several important formulations of the architecture design, optimization techniques, advanced analytics methods, biological, medical and social media applications are presented. These chapters discuss the research of members from the ICT COST Action IC1406 High-Performance Modelling and Simulation for Big Data Applications (cHiPSet). This volume is ideal as a reference for students, researchers and industry practitioners working in or interested in joining interdisciplinary works in the areas of intelligent decision systems using emergent distributed computing paradigms. It will also allow newcomers to grasp the key concerns and their potential solutions.

Author : G. Kousalya,P. Balakrishnan,C. Pethuru Raj
Publisher : Springer
Page : 225 pages
File Size : 49,8 Mb
Release : 2017-05-25
Category : Computers
ISBN : 9783319569826

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Automated Workflow Scheduling in Self-Adaptive Clouds by G. Kousalya,P. Balakrishnan,C. Pethuru Raj Pdf

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.

Author : Man Ho Allen Au,Arcangelo Castiglione,Kim-Kwang Raymond Choo,Francesco Palmieri,Kuan-Ching Li
Publisher : Springer
Page : 815 pages
File Size : 50,9 Mb
Release : 2017-05-06
Category : Computers
ISBN : 9783319571867

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Green, Pervasive, and Cloud Computing by Man Ho Allen Au,Arcangelo Castiglione,Kim-Kwang Raymond Choo,Francesco Palmieri,Kuan-Ching Li Pdf

This book constitutes the proceedings of the 12th International Conference on Green, Pervasive, and Cloud Computing, GPC 2017, held in Cetara, Italy, in May 2017 and the following colocated workshops: First International Workshop on Digital Knowledge Ecosystems 2017; and First Workshop on Cloud Security Modeling, Monitoring and Management, CS3M 2017. The 58 full papers included in this volume were carefully reviewed and selected from 169 initial submissions. They deal with cryptography, security and biometric techniques; advances network services, algorithms and optimization; mobile and pervasive computing; cybersecurity; parallel and distributed computing; ontologies and smart applications; and healthcare support systems.

Author : Tanupriya Choudhury,Bhupesh Kumar Dewangan,Ravi Tomar,Bhupesh Kumar Singh,Teoh Teik Toe,Nguyen Gia Nhu
Publisher : Springer Nature
Page : 409 pages
File Size : 43,8 Mb
Release : 2021-09-05
Category : Technology & Engineering
ISBN : 9783030717568

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Autonomic Computing in Cloud Resource Management in Industry 4.0 by Tanupriya Choudhury,Bhupesh Kumar Dewangan,Ravi Tomar,Bhupesh Kumar Singh,Teoh Teik Toe,Nguyen Gia Nhu Pdf

This book describes the next generation of industry—Industry 4.0—and how it holds the promise of increased flexibility in manufacturing, along with automation, better quality, and improved productivity. The authors discuss how it thus enables companies to cope with the challenges of producing increasingly individualized products with a short lead-time to market and higher quality. The authors posit that intelligent cloud services and resource sharing play an important role in Industry 4.0 anticipated Fourth Industrial Revolution. This book serves the different issues and challenges in cloud resource management CRM techniques with proper propped solution for IT organizations. The book features chapters based on the characteristics of autonomic computing with its applicability in CRM. Each chapter features the techniques and analysis of each mechanism to make better resource management in cloud.

Author : Chan-Hyun Youn,Min Chen,Patrizio Dazzi
Publisher : Springer
Page : 212 pages
File Size : 45,6 Mb
Release : 2017-06-26
Category : Computers
ISBN : 9789811050718

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Cloud Broker and Cloudlet for Workflow Scheduling by Chan-Hyun Youn,Min Chen,Patrizio Dazzi Pdf

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.

Author : Anwesha Mukherjee
Publisher : Springer Nature
Page : 319 pages
File Size : 52,8 Mb
Release : 2024-07-01
Category : Electronic
ISBN : 9789819726448

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Resource Management in Distributed Systems by Anwesha Mukherjee Pdf

Author : Dan C. Marinescu
Publisher : Newnes
Page : 415 pages
File Size : 47,9 Mb
Release : 2013-05-30
Category : Computers
ISBN : 9780124046412

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Cloud Computing by Dan C. Marinescu Pdf

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

Author : Deepak Gupta,Aboul Ella Hassanien,Ashish Khanna
Publisher : Springer Nature
Page : 232 pages
File Size : 46,7 Mb
Release : 2019-12-11
Category : Technology & Engineering
ISBN : 9783030352523

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Advanced Computational Intelligence Techniques for Virtual Reality in Healthcare by Deepak Gupta,Aboul Ella Hassanien,Ashish Khanna Pdf

This book addresses the difficult task of integrating computational techniques with virtual reality and healthcare. It discusses the use of virtual reality in various areas, such as healthcare, cognitive and behavioural training, understanding mathematical graphs, human–computer interaction, fluid dynamics in healthcare industries, accurate real-time simulation, and healthcare diagnostics. Presenting the computational techniques for virtual reality in healthcare, it is a valuable reference resource for professionals at educational institutes as well as researchers, scientists, engineers and practitioners in industry.

Author : Pardeep Kumar,Ahmed Jabbar Obaid,Korhan Cengiz,Ashish Khanna,Valentina Emilia Balas
Publisher : Springer Nature
Page : 462 pages
File Size : 53,5 Mb
Release : 2021-08-23
Category : Technology & Engineering
ISBN : 9783030766535

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A Fusion of Artificial Intelligence and Internet of Things for Emerging Cyber Systems by Pardeep Kumar,Ahmed Jabbar Obaid,Korhan Cengiz,Ashish Khanna,Valentina Emilia Balas Pdf

This book aims at offering a unique collection of ideas and experiences mainly focusing on the main streams and merger of Artificial Intelligence (AI) and the Internet of Things (IoT) for a wide slice of the communication and networking community. In the era when the world is grappling with many unforeseen challenges, scientists and researchers are envisioning smart cyber systems that guarantee sustainable development for a better human life. The main contributors that destined to play a huge role in developing such systems, among others, are AI and IoT. While AI provides intelligence to machines and data by identifying patterns, developing predictions, and detecting anomalies, IoT performs as a nerve system by connecting a huge number of machines and capturing an enormous amount of data. AI-enabled IoT, therefore, redefines the way industries, businesses, and economies function with increased automation and efficiency and reduced human interaction and costs. This book is an attempt to publish innovative ideas, emerging trends, implementation experience, and use-cases pertaining to the merger of AI and IoT. The primary market of this book is centered around students, researchers, academicians, industrialists, entrepreneurs, and professionals working in electrical/computer engineering, IT, telecom/electronic engineering, and related fields. The secondary market of this book is related to individuals working in the fields such as finance, management, mathematics, physics, environment, mechatronics, and the automation industry.

Author : Rajkumar Buyya,Lalit Garg,Giancarlo Fortino,Sanjay Misra
Publisher : Springer Nature
Page : 410 pages
File Size : 40,9 Mb
Release : 2022-09-26
Category : Technology & Engineering
ISBN : 9783031055287

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New Frontiers in Cloud Computing and Internet of Things by Rajkumar Buyya,Lalit Garg,Giancarlo Fortino,Sanjay Misra Pdf

This book provides an account of the latest developments in IoT and cloud computing, and their practical applications in various industrial, scientific, business, education, and government domains. The book covers the advanced research and state of the art review of the latest developments in IoT and cloud computing and how they might be employed post-COVID era. The book also identifies challenges and their solutions in this era, shaping the direction for future research and offering emerging topics to investigate further. The book serves as a reference for a broader audience such as researchers, application designers, solution architects, teachers, graduate students, enthusiasts, practitioners, IT managers, decision-makers and policymakers. The book editors are pioneers in the fields of IoT and Cloud computing. ​Provides an account of the latest developments in IoT and cloud computing and how it can aid in a COVID-19 Era in a variety of applications; Identifies IoT and cloud computing challenges and their solutions, shaping the direction for future research; Serves as a reference for researchers, application designers, solution architects, teachers, and graduate students.