A Microeconomic Approach to Optimal Resource Allocation in Distributed Computer Systems
IEEE Transactions on Computers
Spawn: A Distributed Computational Economy
IEEE Transactions on Software Engineering
In search of clusters (2nd ed.)
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A cost-benefit framework for online management of a metacomputing system
Proceedings of the first international conference on Information and computation economies
The POPCORN market—an online market for computational resources
Proceedings of the first international conference on Information and computation economies
A computational economy for dynamic load balancing and data replication
Proceedings of the first international conference on Information and computation economies
The MOSIX multicomputer operating system for high performance cluster computing
Future Generation Computer Systems - Special issue on HPCN '97
MarketNet: protecting access to information systems through financial market controls
Decision Support Systems - Special issue on information and computational economics
An Opportunity Cost Approach for Job Assignment in a Scalable Computing Cluster
IEEE Transactions on Parallel and Distributed Systems
Economic dynamics of agents in multiple auctions
Proceedings of the fifth international conference on Autonomous agents
An economic paradigm for query processing and data migration in mariposa
PDIS '94 Proceedings of the third international conference on on Parallel and distributed information systems
High Performance Cluster Computing: Architectures and Systems
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A taxonomy and survey of grid resource management systems for distributed computing
Software—Practice & Experience
A taxonomy of scheduling in general-purpose distributed computing systems
IEEE Transactions on Software Engineering
The WSLA Framework: Specifying and Monitoring Service Level Agreements for Web Services
Journal of Network and Systems Management
Adaptive Load Balancing for MPI Programs
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
Supporting Co-Allocation in an Auctioning-Based Resource Allocator for Grid Systems
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Economic-Based Dynamic Load Distribution in Large Workstation Networks
Euro-Par '96 Proceedings of the Second International Euro-Par Conference on Parallel Processing-Volume II
A Microeconomic Scheduler for Parallel Computers
IPPS '95 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
A computational economy for grid computing and its implementation in the Nimrod-G resource broker
Future Generation Computer Systems - Grid computing: Towards a new computing infrastructure
Decentralized Resource Allocation in Application Layer Networks
CCGRID '03 Proceedings of the 3st International Symposium on Cluster Computing and the Grid
Xenoservers: Accountable Execution of Untrusted Programs
HOTOS '99 Proceedings of the The Seventh Workshop on Hot Topics in Operating Systems
Nimrod: a tool for performing parametrised simulations using distributed workstations
HPDC '95 Proceedings of the 4th IEEE International Symposium on High Performance Distributed Computing
Dynamic Virtual Clusters in a Grid Site Manager
HPDC '03 Proceedings of the 12th IEEE International Symposium on High Performance Distributed Computing
SRDS '98 Proceedings of the The 17th IEEE Symposium on Reliable Distributed Systems
IPDPS '03 Proceedings of the 17th International Symposium on Parallel and Distributed Processing
Bidding for Storage Space in a Peer-to-Peer Data Preservation System
ICDCS '02 Proceedings of the 22 nd International Conference on Distributed Computing Systems (ICDCS'02)
A Case for Economy Grid Architecture for Service Oriented Grid Computing
IPDPS '01 Proceedings of the 10th Heterogeneous Computing Workshop â"" HCW 2001 (Workshop 1) - Volume 2
Utility Driven Mobile-Agent Scheduling
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A Malleable-Job System for Timeshared Parallel Machines
CCGRID '02 Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid
User-Centric Performance Analysis of Market-Based Cluster Batch Schedulers
CCGRID '02 Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid
Market-based Proportional Resource Sharing for Clusters
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Libra: a computational economy-based job scheduling system for clusters
Software—Practice & Experience
Faucets: Efficient Resource Allocation on the Computational Grid
ICPP '04 Proceedings of the 2004 International Conference on Parallel Processing
A grid service broker for scheduling distributed data-oriented applications on global grids
MGC '04 Proceedings of the 2nd workshop on Middleware for grid computing
A Novel Architecture for Realizing Grid Workflow using Tuple Spaces
GRID '04 Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing
Balancing Risk and Reward in a Market-Based Task Service
HPDC '04 Proceedings of the 13th IEEE International Symposium on High Performance Distributed Computing
International Journal of High Performance Computing Applications
Analyzing Market-Based Resource Allocation Strategies for the Computational Grid
International Journal of High Performance Computing Applications
OCEAN: the open computation exchange and arbitration network, a market approach to meta computing
ISPDC'03 Proceedings of the Second international conference on Parallel and distributed computing
A commodity market algorithm for pricing substitutable Grid resources
Future Generation Computer Systems
Markets vs auctions: Approaches to distributed combinatorial resource scheduling
Multiagent and Grid Systems - Smart Grid Technologies & Market Models
A multi-commodity flow approach to maximising utility in linked market-based grids
Proceedings of the 5th international workshop on Middleware for grid computing: held at the ACM/IFIP/USENIX 8th International Middleware Conference
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Future Generation Computer Systems
Individual and Social Behaviour in the IPA Market with RL
SBIA '08 Proceedings of the 19th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Decentralized Co-allocation of Interrelated Resources in Dynamic Environments
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Learning the IPA market with individual and social rewards
Web Intelligence and Agent Systems
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IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Real-time scheduling of divisible loads in cluster computing environments
Journal of Parallel and Distributed Computing
Profit and penalty aware (PP-aware) scheduling for tasks with variable task execution time
Proceedings of the 2010 ACM Symposium on Applied Computing
Enhanced real-time divisible load scheduling with different processor available times
HiPC'07 Proceedings of the 14th international conference on High performance computing
Multi-round real-time divisible load scheduling for clusters
HiPC'08 Proceedings of the 15th international conference on High performance computing
On business grid demands and approaches
GECON'07 Proceedings of the 4th international conference on Grid economics and business models
Autonomous Agents and Multi-Agent Systems
Autonomic metered pricing for a utility computing service
Future Generation Computer Systems
An Evaluation of the Benefits of Fine-Grained Value-Based Scheduling on General Purpose Clusters
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
Dynamic Resource Pricing on Federated Clouds
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
An evaluation of the benefits of fine-grained value-based scheduling on general purpose clusters
Future Generation Computer Systems
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Future Generation Computer Systems
A distributed market framework for large-scale resource sharing
EuroPar'10 Proceedings of the 16th international Euro-Par conference on Parallel processing: Part I
CCMarketplace: a marketplace model for a hybrid cloud
Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research
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Proceedings of the 2011 ACM workshop on Gateway computing environments
Strategy-Proof dynamic resource pricing of multiple resource types on federated clouds
ICA3PP'10 Proceedings of the 10th international conference on Algorithms and Architectures for Parallel Processing - Volume Part I
Socially optimal pricing of cloud computing resources
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools
VM: placement in non-Homogeneous Iaas-clouds
ICSOC'11 Proceedings of the 9th international conference on Service-Oriented Computing
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Concurrency and Computation: Practice & Experience
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Overlay network resource allocation using a decentralized market-based approach
Future Generation Computer Systems
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Future Generation Computer Systems
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IEEE/ACM Transactions on Networking (TON)
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Cluster Computing
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In utility-driven cluster computing, cluster Resource Management Systems (RMSs) need to know the specific needs of different users in order to allocate resources according to their needs. This in turn is vital to achieve service-oriented Grid computing that harnesses resources distributed worldwide based on users' objectives. Recently, numerous market-based RMSs have been proposed to make use of real-world market concepts and behavior to assign resources to users for various computing platforms. The aim of this paper is to develop a taxonomy that characterizes and classifies how market-based RMSs can support utility-driven cluster computing in practice. The taxonomy is then mapped to existing market-based RMSs designed for both cluster and other computing platforms to survey current research developments and identify outstanding issues. Copyright © 2006 John Wiley & Sons, Ltd.