Cost Aware Decision Support For Cloud Data Centres
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Cost Aware Decision Support For Cloud Data Centres
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Author : Sergej Svorobej
language : en
Publisher:
Release Date : 2019
Cost Aware Decision Support For Cloud Data Centres written by Sergej Svorobej and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
Cloud computing became a popular IT and business trend in recent years, due to its scalability, reliability, ease of access and low costs. The demand for cloud services has led to a steep increase in number and size of data centres around the world with more hardware dense, large-scale data centres being build. A modern data centre has become a very complex system with a multitude of interconnected hardware resources that is hard to manage in an autonomic and cost-effective manner. This thesis presents novel techniques, models and software for estimating the impact of data centre planning decisions on Total Cost of Ownership. The use of a Discrete Event Simulation (DES) framework as a decision support tool is proposed for understanding operational efficiencies and the financial implications of different cloud resource management techniques and different hardware components. Based on a detailed assessment of the current state of cloud simulation tools, resource management techniques and cost models available for data centre management, an on-the-fly compilation of simulation models for large-scale cloud data centres has been proposed and delivered. This enables an automated approach for extracting all required simulation modelling parameters from existing data centre monitoring tools, improving speed and usability of the simulation approach. A unique integration approach between a production grade cloud optimisation framework and an offline simulation analysis framework, enables direct simulation of cloud resource management policies allowing for experimentation of different "what-if" scenarios using existing production tooling. An improved set of cost models were developed alongside the simulation framework which are capable of calculating costs based on time series data produced by the simulation framework. Thus, taking into account resource management policy effects and enabling a more granular overview of costs when compared to traditional TCO calculation approaches. The simulation framework implementation was validated using real case study data. In addition, the practical use of the proposed cloud data centre decision support approach is demonstrated through presentation of an extended case example, estimating and planning for the impact of a data centre hardware upgrade and resultant system performance and costs.
Cloud Data Centers And Cost Modeling
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Author : Caesar Wu
language : en
Publisher: Morgan Kaufmann
Release Date : 2015-02-27
Cloud Data Centers And Cost Modeling written by Caesar Wu and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-27 with Computers categories.
Cloud Data Centers and Cost Modeling establishes a framework for strategic decision-makers to facilitate the development of cloud data centers. Just as building a house requires a clear understanding of the blueprints, architecture, and costs of the project; building a cloud-based data center requires similar knowledge. The authors take a theoretical and practical approach, starting with the key questions to help uncover needs and clarify project scope. They then demonstrate probability tools to test and support decisions, and provide processes that resolve key issues. After laying a foundation of cloud concepts and definitions, the book addresses data center creation, infrastructure development, cost modeling, and simulations in decision-making, each part building on the previous. In this way the authors bridge technology, management, and infrastructure as a service, in one complete guide to data centers that facilitates educated decision making. Explains how to balance cloud computing functionality with data center efficiency Covers key requirements for power management, cooling, server planning, virtualization, and storage management Describes advanced methods for modeling cloud computing cost including Real Option Theory and Monte Carlo Simulations Blends theoretical and practical discussions with insights for developers, consultants, and analysts considering data center development
Two Day International Conference On Data Science And Information Ecosystem 21
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Author : Dr.M.Thangaraj
language : en
Publisher: Shanlax Publications
Release Date :
Two Day International Conference On Data Science And Information Ecosystem 21 written by Dr.M.Thangaraj and has been published by Shanlax Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Cybersecurity And Evolutionary Data Engineering
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Author : Raj Jain
language : en
Publisher: Springer Nature
Release Date : 2023-09-19
Cybersecurity And Evolutionary Data Engineering written by Raj Jain and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-19 with Computers categories.
This book comprises the select proceedings of the 2nd International Conference on Cybersecurity and Evolutionary Data Engineering (ICCEDE 2022). The contents highlight cybersecurity and digital forensics, evolutionary data engineering, and data management for secure contemporary applications. It includes papers on data models, semantics, query language; AI-driven industrial automation, ERP, CRM data security; authentication and access control; cyberspace structure and models; and drone large data filtration, cleansing, and security, among others. This book is of immense interest to researchers in academia and industry working in the fields of electronics and data engineering.
Proceedings Of The International Congress On Information And Communication Technology
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Author : Suresh Chandra Satapathy
language : en
Publisher: Springer
Release Date : 2016-06-04
Proceedings Of The International Congress On Information And Communication Technology written by Suresh Chandra Satapathy and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-04 with Technology & Engineering categories.
This volume contains 69 papers presented at ICICT 2015: International Congress on Information and Communication Technology. The conference was held during 9th and 10th October, 2015, Udaipur, India and organized by CSI Udaipur Chapter, Division IV, SIG-WNS, SIG-e-Agriculture in association with ACM Udaipur Professional Chapter, The Institution of Engineers (India), Udaipur Local Centre and Mining Engineers Association of India, Rajasthan Udaipur Chapter. This volume contains papers mainly focused on ICT for Managerial Applications, E-governance, IOT and E-Mining.
Online Capacity Provisioning For Energy Efficient Datacenters
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Author : Minghua Chen
language : en
Publisher: Springer Nature
Release Date : 2022-10-19
Online Capacity Provisioning For Energy Efficient Datacenters written by Minghua Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-19 with Computers categories.
This book addresses the urgent issue of massive and inefficient energy consumption by data centers, which have become the largest co-located computing systems in the world and process trillions of megabytes of data every second. Dynamic provisioning algorithms have the potential to be the most viable and convenient of approaches to reducing data center energy consumption by turning off unnecessary servers, but they incur additional costs from being unable to properly predict future workload demands that have only recently been mitigated by advances in machine-learned predictions. This book explores whether it is possible to design effective online dynamic provisioning algorithms that require zero future workload information while still achieving close-to-optimal performance. It also examines whether characterizing the benefits of utilizing the future workload information can then improve the design of online algorithms with predictions in dynamic provisioning. The book specifically develops online dynamic provisioning algorithms with and without the available future workload information. Readers will discover the elegant structure of the online dynamic provisioning problem in a way that reveals the optimal solution through divide-and-conquer tactics. The book teaches readers to exploit this insight by showing the design of two online competitive algorithms with competitive ratios characterized by the normalized size of a look-ahead window in which exact workload prediction is available.
Research Anthology On Decision Support Systems And Decision Management In Healthcare Business And Engineering
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Author : Management Association, Information Resources
language : en
Publisher: IGI Global
Release Date : 2021-05-28
Research Anthology On Decision Support Systems And Decision Management In Healthcare Business And Engineering written by Management Association, Information Resources and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-28 with Business & Economics categories.
Decision support systems (DSS) are widely touted for their effectiveness in aiding decision making, particularly across a wide and diverse range of industries including healthcare, business, and engineering applications. The concepts, principles, and theories of enhanced decision making are essential points of research as well as the exact methods, tools, and technologies being implemented in these industries. From both a standpoint of DSS interfaces, namely the design and development of these technologies, along with the implementations, including experiences and utilization of these tools, one can get a better sense of how exactly DSS has changed the face of decision making and management in multi-industry applications. Furthermore, the evaluation of the impact of these technologies is essential in moving forward in the future. The Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering explores how decision support systems have been developed and implemented across diverse industries through perspectives on the technology, the utilizations of these tools, and from a decision management standpoint. The chapters will cover not only the interfaces, implementations, and functionality of these tools, but also the overall impacts they have had on the specific industries mentioned. This book also evaluates the effectiveness along with benefits and challenges of using DSS as well as the outlook for the future. This book is ideal for decision makers, IT consultants and specialists, software developers, design professionals, academicians, policymakers, researchers, professionals, and students interested in how DSS is being used in different industries.
Design Automation Of Cyber Physical Systems
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Author : Mohammad Abdullah Al Faruque
language : en
Publisher: Springer
Release Date : 2019-05-09
Design Automation Of Cyber Physical Systems written by Mohammad Abdullah Al Faruque and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-09 with Technology & Engineering categories.
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.
Cloud Computing For Business The Open Group Guide
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Author : Chris Harding
language : en
Publisher: Van Haren
Release Date : 2011-08-25
Cloud Computing For Business The Open Group Guide written by Chris Harding and has been published by Van Haren this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-25 with Education categories.
The Open Group’s long awaited guidance on Cloud is now published! Cloud Computing is the major evolution today in computing. It describes how the internet has enabled organizations to access computing resources as a commodity and when needed – in much the same way as households access household utilities. For Enterprises with complex and expensive IT systems, the idea of paying on demand for someone else to provide IT services is attractive. This authoritative guide is specifically designed for business managers to understand the benefits that can be achieved; including Improved timeliness and agility Resource optimisation Control and reduction of costs More innovation Increased security Decreased exposure to risk Demonstration of compliance Improved quality of support Improved business continuity resource The authoritative title, published by the globally respected Open Group, gives Managers reliable and independent guidance that will help to support decisions and actions in this key operational area.
Information Communication And Computing Technology
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Author : Sonajharia Minz
language : en
Publisher: Springer
Release Date : 2019-01-25
Information Communication And Computing Technology written by Sonajharia Minz and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-25 with Computers categories.
This book constitutes the refereed proceedings of the Third International Conference on Information, Communication and Computing Technology, ICICCT 2018, held in New Delhi, India, in May 2018. The 18 revised full papers presented in this volume were carefully reviewed and selected from 295 submissions. The papers are organized in topical sections on communication and network systems and emerging computing technologies.