Economic Models for Managing Cloud Services, Sajib Mistry; Athman Bouguettaya; Hai Dong
Автор: Ma Zongmin Название: Managing Big Data in Cloud Computing Environments ISBN: 1466698349 ISBN-13(EAN): 9781466698345 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 28413.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Cloud computing has proven to be a successful paradigm of service-oriented computing, and has revolutionized the way computing infrastructures are abstracted and used. By means of cloud computing technology, massive data can be managed effectively and efficiently to support various aspects of problem solving and decision making.Managing Big Data in Cloud Computing Environments explores the latest advancements in the area of data management and analysis in the cloud. Providing timely, research-based information relating to data storage, sharing, extraction, and indexing in cloud systems, this publication is an ideal reference source for graduate students, IT specialists, researchers, and professionals working in the areas of data and knowledge engineering.
Автор: Vine Michelle Название: Networking, Models and Methods of Cloud Computing ISBN: 1682852679 ISBN-13(EAN): 9781682852675 Издательство: Неизвестно Цена: 24944.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Cloud computing has provided the state-of-the-art platform for storing and sharing information and databases between multiple users. This book explores the latest developments in cloud computing technology. It attempts to understand the multiple branches that fall under the discipline of cloud computing as well as the vast framework of cloud infrastructure which includes various networks, models and algorithms of cloud computing. The chapters included in this book cover topics such as cloud storage and distribution of data, cloud security and trust management, data allocation and management, cloud computing applications, etc. With advanced inputs by acclaimed experts of this field, it targets students and professionals alike.
Автор: Sajib Mistry; Athman Bouguettaya; Hai Dong Название: Economic Models for Managing Cloud Services ISBN: 3319892606 ISBN-13(EAN): 9783319892603 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Поставка под заказ.
Описание: The authors introduce both the quantitative and qualitative economic models as optimization tools for the selection of long-term cloud service requests. The economic models fit almost intuitively in the way business is usually done and maximize the profit of a cloud provider for a long-term period. The authors propose a new multivariate Hidden Markov and Autoregressive Integrated Moving Average (HMM-ARIMA) model to predict various patterns of runtime resource utilization. A heuristic-based Integer Linear Programming (ILP) optimization approach is developed to maximize the runtime resource utilization. It deploys a Dynamic Bayesian Network (DBN) to model the dynamic pricing and long-term operating cost. A new Hybrid Adaptive Genetic Algorithm (HAGA) is proposed that optimizes a non-linear profit function periodically to address the stochastic arrival of requests. Next, the authors explore the Temporal Conditional Preference Network (TempCP-Net) as the qualitative economic model to represent the high-level IaaS business strategies. The temporal qualitative preferences are indexed in a multidimensional k-d tree to efficiently compute the preference ranking at runtime. A three-dimensional Q-learning approach is developed to find an optimal qualitative composition using statistical analysis on historical request patterns. Finally, the authors propose a new multivariate approach to predict future Quality of Service (QoS) performances of peer service providers to efficiently configure a TempCP-Net. It discusses the experimental results and evaluates the efficiency of the proposed composition framework using Google Cluster data, real-world QoS data, and synthetic data. It also explores the significance of the proposed approach in creating an economically viable and stable cloud market. This book can be utilized as a useful reference to anyone who is interested in theory, practice, and application of economic models in cloud computing. This book will be an invaluable guide for small and medium entrepreneurs who have invested or plan to invest in cloud infrastructures and services. Overall, this book is suitable for a wide audience that includes students, researchers, and practitioners studying or working in service-oriented computing and cloud computing.
Описание: Learn in-demand cloud computing skills from industry experts Deploying and Managing a Cloud Infrastructure is an excellent resource for IT professionals seeking to tap into the demand for cloud administrators. This book helps prepare candidates for the CompTIA Cloud+ Certification (CV0-001) cloud computing certification exam.
Автор: Alberto M. Bento, Anil K. Aggarwal Название: Cloud Computing Service and Deployment Models: Layers and Management ISBN: 1466621877 ISBN-13(EAN): 9781466621879 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 27027.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Presents a collection of diverse perspectives on cloud computing and its vital role in all components of organizations. With its intent to benefit practitioners and industry professionals, this book aims to improve the understanding of cloud computing and tackle related concerns such as change management, security, processing approaches, and much more.
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