Auction based resource provisioning in cloud computing / Gaurav Baranwal, Dinesh Kumar, Zahid Raza, Deo Prakash Vidyarthi.
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| Online Access: |
Full Text (via Springer) |
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| Main Authors: | , , , |
| Format: | eBook |
| Language: | English |
| Published: |
Singapore :
Springer,
[2018]
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| Series: | SpringerBriefs in computer science.
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| Subjects: |
Table of Contents:
- Intro; Foreword; Preface; Contents; About the Authors; Acronyms; 1 Introduction; 1.1 Cloud Computing; 1.1.1 Essential Characteristics of Cloud; 1.1.2 Cloud Service Models; 1.1.3 Deployment Models; 1.1.4 Major Benefits of Cloud Computing; 1.1.5 Cloud Challenges; 1.2 Pricing of Cloud Resources; 1.2.1 Static Pricing; 1.2.2 Dynamic Pricing; 1.3 Need of Auction in Cloud; 1.4 Organization of the Book; 2 Auction Theory; 2.1 Introduction; 2.2 Entities in Auction; 2.3 Steps in Auction; 2.4 Categorization of Auction; 2.4.1 On the Basis of Role of Participants; 2.4.2 On the Basis of Bidding Side.
- 2.4.3 On the Basis of Resources2.4.4 On the Basis of Bid Composition; 2.4.5 On the Basis of Pricing Mechanism; 2.4.6 On the Basis of Information Feedback; 2.4.7 On the Basis of Bid Structure; 2.4.8 Ascending and Descending Auctions; 2.4.9 Reserve Price Auction and Entry Fee Auction; 2.5 Auction and Mechanism Design; 2.5.1 Basics of Mechanism Design; 2.5.2 Mechanism Design for Auction; 2.6 Properties of Auction Mechanism; 2.7 Summary; 3 Forward Auction-Based Cloud Resource Provisioning; 3.1 Introduction; 3.2 Combinatorial Forward Auction; 3.2.1 Design Goals and Auction Properties.
- 3.2.2 Truthfulness in Combinatorial Forward Auction3.3 Basic Framework of Combinatorial Forward Auction-Based Cloud Market; 3.3.1 Combinatorial Forward Auction in Cloud Computing; 3.4 VM Provisioning and Pricing in Cloud Market: A Combinatorial Auction-Based Formulation; 3.4.1 Problem Formulation; 3.4.2 Allocation Methods and Pricing Schemes; 3.5 Issues and Challenges; 3.5.1 Designing Efficient and Truthful Mechanisms; 3.5.2 Practical Combinatorial Auction-Based Mechanisms: Implementation in Real 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 of Reverse Auction; 4.2.2 Properties of Reverse Auction; 4.2.3 Benefits of Reverse Auction; 4.3 Related Work on Reverse Auction in Cloud; 4.3.1 Comparative Study Based on Auction Properties; 4.4 Framework for Cloud Market Using Reverse Auction; 4.5 Truthful Combinatorial Reverse Auction in Cloud (TCRA); 4.5.1 Formulation of TCRA; 4.5.2 Performance Evaluation of TCRA; 4.5.3 Discussion on TCRA; 4.6 Issues and Challenges; 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 of Double Auction in Cloud Computing; 5.3 Related Work on Double Auction in Cloud; 5.3.1 Comparative Study Based on Auction Properties; 5.4 Truthful Multi-unit Double Auction for Cloud Computing; 5.5 An Illustrative Example; 5.6 Issues and Challenges; 5.7 Summary; 6 Epilogue; 6.1 Amazon Spot Market: Real Implementation of Auction in Cloud; 6.2 Intent of the Book; 6.3 Conclusion; 6.4 To Probe Further; 6.5 Final Remarks; References.