Resource Management in Utility and Cloud Computing


Book Description

This SpringerBrief reviews the existing market-oriented strategies for economically managing resource allocation in distributed systems. It describes three new schemes that address cost-efficiency, user incentives, and allocation fairness with regard to different scheduling contexts. The first scheme, taking the Amazon EC2TM market as a case of study, investigates the optimal resource rental planning models based on linear integer programming and stochastic optimization techniques. This model is useful to explore the interaction between the cloud infrastructure provider and the cloud resource customers. The second scheme targets a free-trade resource market, studying the interactions amongst multiple rational resource traders. Leveraging an optimization framework from AI, this scheme examines the spontaneous exchange of resources among multiple resource owners. Finally, the third scheme describes an experimental market-oriented resource sharing platform inspired by eBay's transaction model. The study presented in this book sheds light on economic models and their implication to the utility-oriented scheduling problems.




Grid and Cloud Computing: Concepts, Methodologies, Tools and Applications


Book Description

"This reference presents a vital compendium of research detailing the latest case studies, architectures, frameworks, methodologies, and research on Grid and Cloud Computing"--




International Conference on Intelligent Data Communication Technologies and Internet of Things (ICICI) 2018


Book Description

This book discusses data communication and computer networking, communication technologies and the applications of IoT (Internet of Things), big data, cloud computing and healthcare informatics. It explores, examines and critiques intelligent data communications and presents inventive methodologies in communication technologies and IoT. Aimed at researchers and academicians who need to understand the importance of data communication and advanced technologies in IoT, it offers different perspectives to help readers increase their knowledge and motivates them to conduct research in the area, highlighting various innovative ideas for future research.




GECON 2006


Book Description

Grid computing systems utilize the heterogeneous networked resources, such as computation, information, database, storage, bandwidth, etc., through the Internet. The systems can operate in predefined and organized ways or form the collected resource systems through self-organizing and decentralized ways. Even with the various types of abundant resources in the Internet, the resources that can be organized and operated in the presence of multiple resource owners with the uncertainty of resource availability and quality are scarce.This volume contains refereed and invited papers presented at the 3rd International Workshop on Grid Economics and Business Models held on 16 May 2006 at the Singapore Management University, in conjunction with GridAsia 2006. It includes contributions by researchers and practitioners from multiple disciplines that discuss the economy of the systems concerned, with focus on the operational and deployment issues of Grid Economy.




Extensible Resource Management for Cluster Computing


Book Description

Abstract: "In this paper, we present a new model for resource management in a distributed memory parallel system that combines time- sharing, space-sharing and load-sharing scheduling policies in a controllable manner, and that integrates them with fault-tolerance. The model effectively supports the different scheduling requirements of diverse applications that must be supported in general-purpose parallel systems. Based on our model, we have implemented a prototype scheduler that incorporates a new space-sharing strategy and a novel gang-scheduling scheme. The scheduler is extensible, in that new scheduling paradigms and techniques can be easily incorporated. The scheduler itself is fault- tolerant and it can recover from node failures. We present performance results for the scheduler running on the IBM SP2 and a cluster of workstations using a variety of different workloads. The results show that our scheduler improves the performance of a variety of parallel applications within a cluster."




Adaptive Resource Management and Scheduling for Cloud Computing


Book Description

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.




Gecon 2006 - Proceedings Of The 3rd International Workshop On Grid Economics And Business Models


Book Description

Grid computing systems utilize the heterogeneous networked resources, such as computation, information, database, storage, bandwidth, etc., through the Internet. The systems can operate in predefined and organized ways or form the collected resource systems through self-organizing and decentralized ways. Even with the various types of abundant resources in the Internet, the resources that can be organized and operated in the presence of multiple resource owners with the uncertainty of resource availability and quality are scarce.This volume contains refereed and invited papers presented at the 3rd International Workshop on Grid Economics and Business Models held on 16 May 2006 at the Singapore Management University, in conjunction with GridAsia 2006. It includes contributions by researchers and practitioners from multiple disciplines that discuss the economy of the systems concerned, with focus on the operational and deployment issues of Grid Economy.




Market-Oriented Grid and Utility Computing


Book Description

The first single-source reference covering the state of the art in grid and utility computing economy research This book presents the first integrated, single-source reference on market-oriented grid and utility computing. Divided into four main parts—and with contributions from a panel of experts in the field—it systematically and carefully explores: Foundations—presents the fundamental concepts of market-oriented computing and the issues and challenges in allocating resources in a decentralized computing environment. Business models—covers business models for service providers and brokers supporting different types of distributed applications, as well as business rules-based models for managing virtual organizations and accounting operations and services in grid computing environments. Policies and agreements—introduces policies, agreements, and specifications for the negotiation and establishment of contracts between providers and consumers. It also covers different approaches for resource allocation based on service-level agreements (SLAs) and management of risks associated with SLA violations. Resource allocation and scheduling mechanisms—covers economic models, such as commodity models, reciprocation, auctions, and game theory, and middleware technologies, such as Nimrod/G and Gridbus, for market-oriented grid computing and utility-oriented resource allocation. This book expertly captures the state of the art in the field while also identifying potential research directions and technologies that will facilitate the creation of global commercial grid and utility computing systems. It is an indispensable reference for systems architects, practitioners, developers, new researchers, and graduate students.




Cloud Computing


Book Description

Cloud computing was a cloud technology pioneered by Amazon for a long time due to its software technology that is based on the online shopping platform. After Google, Microsoft also follow up, and this technology, in fact, already exists in our lives, and applications continue to expand, become an integral part of life. With the rapid development of the Internet and the demand for high-speed computing of mobile devices, the simplest cloud computing technology has been widely used in online services, such as ,Äúsearch engine, webmail,,Äù and so on. Users can get a lot of information by simply entering a simple instruction. Further cloud computing is not only for data search and analysis function, but also can be used in the biological sciences, such as: analysis of cancer cells, analysis of DNA structure, gene mapping sequencing; in the future more Smart phone, GPS and other mobile devices through the cloud computing to develop more application service.