عنوان

Auction based resource provisioning in cloud computing /

9789811087370

9789811087387

9811087377

9811087385

9789811087363

9811087369

Auction based resource provisioning in cloud computing /

[Book]

Gaurav Baranwal, Dinesh Kumar, Zahid Raza, Deo Prakash Vidyarthi.

Singapore :

Springer,

[2018]

1 online resource

SpringerBriefs in computer science

Includes bibliographical references.

Intro; Foreword; Preface; Contents; About the Authors; Acronyms; 1 Introduction; 1.1 Cloud Computing; 1.1.1 Essential Characteristics ofCloud; 1.1.2 Cloud Service Models; 1.1.3 Deployment Models; 1.1.4 Major Benefits ofCloud Computing; 1.1.5 Cloud Challenges; 1.2 Pricing ofCloud Resources; 1.2.1 Static Pricing; 1.2.2 Dynamic Pricing; 1.3 Need ofAuction inCloud; 1.4 Organization oftheBook; 2 Auction Theory; 2.1 Introduction; 2.2 Entities inAuction; 2.3 Steps inAuction; 2.4 Categorization ofAuction; 2.4.1 On theBasis ofRole ofParticipants; 2.4.2 On theBasis ofBidding Side.

2.4.3 On theBasis ofResources2.4.4 On theBasis ofBid Composition; 2.4.5 On theBasis ofPricing Mechanism; 2.4.6 On theBasis ofInformation Feedback; 2.4.7 On theBasis ofBid Structure; 2.4.8 Ascending andDescending Auctions; 2.4.9 Reserve Price Auction andEntry Fee Auction; 2.5 Auction andMechanism Design; 2.5.1 Basics ofMechanism Design; 2.5.2 Mechanism Design forAuction; 2.6 Properties ofAuction Mechanism; 2.7 Summary; 3 Forward Auction-Based Cloud Resource Provisioning; 3.1 Introduction; 3.2 Combinatorial Forward Auction; 3.2.1 Design Goals andAuction Properties.

3.2.2 Truthfulness inCombinatorial Forward Auction3.3 Basic Framework ofCombinatorial Forward Auction-Based Cloud Market; 3.3.1 Combinatorial Forward Auction inCloud Computing; 3.4 VM Provisioning andPricing inCloud Market: ACombinatorial Auction-Based Formulation; 3.4.1 Problem Formulation; 3.4.2 Allocation Methods andPricing Schemes; 3.5 Issues andChallenges; 3.5.1 Designing Efficient andTruthful Mechanisms; 3.5.2 Practical Combinatorial Auction-Based Mechanisms: Implementation inReal Cloud; 3.5.3 Bidding Strategies Designing; 3.5.4 Bundling; 3.6 Summary.

4 Reverse Auction-Based Cloud Resource Provisioning4.1 Introduction; 4.2 Reverse Auction; 4.2.1 Attributes ofReverse Auction; 4.2.2 Properties ofReverse Auction; 4.2.3 Benefits ofReverse Auction; 4.3 Related Work onReverse Auction inCloud; 4.3.1 Comparative Study Based onAuction Properties; 4.4 Framework forCloud Market Using Reverse Auction; 4.5 Truthful Combinatorial Reverse Auction inCloud (TCRA); 4.5.1 Formulation ofTCRA; 4.5.2 Performance Evaluation ofTCRA; 4.5.3 Discussion onTCRA; 4.6 Issues andChallenges; 4.7 Summary; 5 Double Auction-Based Cloud Resource Provisioning.

5.1 Introduction5.2 Double Auction; 5.2.1 Double Auction Properties; 5.2.2 Applicability ofDouble Auction inCloud Computing; 5.3 Related Work onDouble Auction inCloud; 5.3.1 Comparative Study Based onAuction Properties; 5.4 Truthful Multi-unit Double Auction forCloud Computing; 5.5 AnIllustrative Example; 5.6 Issues andChallenges; 5.7 Summary; 6 Epilogue; 6.1 Amazon Spot Market: Real Implementation ofAuction inCloud; 6.2 Intent oftheBook; 6.3 Conclusion; 6.4 To Probe Further; 6.5 Final Remarks; References.

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The book, while introducing readers to the auction mechanism for resource provisioning in cloud computing, also endeavors to provide structured literature on the subject. Since various models have been proposed, it will help readers to formulate the cloud resource provisioning problem using the auction approach. The book also discusses challenges for resource provisioning in detail, helping to shape future research. The target audience for this book includes computer scientists, economists, industry professionals, research scholars, and postgraduate students. Computer science readers of this book will come to see that economics-based method are quite helpful in computer science, especially for resource provisioning. Readers with a cloud computing background will come to recognize the importance of dynamic pricing, the specific benefits of auctions, and how to formulate auctions for cloud computing. Lastly, readers from the economics community will come to understand their role in cloud computing, as well as where and how they can contribute.

Springer Nature

com.springer.onix.9789811087370

Auction based resource provisioning in cloud computing.

9789811087363

Cloud computing-- Economic aspects.

Cloud computing.

Computer scheduling.

Internet auctions.

Cloud computing.

Computer scheduling.

COMPUTERS-- Computer Literacy.

COMPUTERS-- Computer Science.

COMPUTERS-- Data Processing.

COMPUTERS-- Hardware-- General.

COMPUTERS-- Information Technology.

COMPUTERS-- Machine Theory.

COMPUTERS-- Reference.

Internet auctions.

COM-- 013000

COM-- 014000

COM-- 018000

COM-- 032000

COM-- 037000

COM-- 052000

COM-- 067000

UMB

UMB

Baranwal, Gaurav

Kumar, Dinesh

Raza, Zahid

Vidyarthi, Deo Prakash

20200823222938.0

pn

[Book]

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