Spawn: A Distributed Computational Economy
IEEE Transactions on Software Engineering
Communications of the ACM
The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
High-throughput resource management
The grid
Analysis of first-come-first-serve parallel job scheduling
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Evaluation of Job-Scheduling Strategies for Grid Computing
GRID '00 Proceedings of the First IEEE/ACM International Workshop on Grid Computing
Resource Allocation and Scheduling in Metasystems
HPCN Europe '99 Proceedings of the 7th International Conference on High-Performance Computing and Networking
The ANL/IBM SP Scheduling System
IPPS '95 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
Workload Evolution on the Cornell Theory Center IBM SP2
IPPS '96 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
Theory and Practice in Parallel Job Scheduling
IPPS '97 Proceedings of the Job Scheduling Strategies for Parallel Processing
A Resource Management Architecture for Metacomputing Systems
IPPS/SPDP '98 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
On the Design and Evaluation of Job Scheduling Algorithms
IPPS/SPDP '99/JSSPP '99 Proceedings of the Job Scheduling Strategies for Parallel Processing
A Microeconomic Scheduler for Parallel Computers
IPPS '95 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
Mariposa: a wide-area distributed database system
The VLDB Journal — The International Journal on Very Large Data Bases
Some Economics of Market-Based Distributed Scheduling
ICDCS '98 Proceedings of the The 18th International Conference on Distributed Computing Systems
On Advantages of Grid Computing for Parallel Job Scheduling
CCGRID '02 Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid
Utilization and Predictability in Scheduling the IBM SP2 with Backfilling
IPPS '98 Proceedings of the 12th. International Parallel Processing Symposium on International Parallel Processing Symposium
Grid resource management
A two level market model for resource allocation optimization in computational grid
Proceedings of the 2nd conference on Computing frontiers
Utility driven dynamic resource allocation using competitive markets in computational grid
Advances in Engineering Software
Journal of Computer and System Sciences
QoS based resource scheduling by computational economy in computational grid
Information Processing Letters
A Novel Economic-Based Scheduling Heuristic for Computational Grids
International Journal of High Performance Computing Applications
A Pricing Approach For Grid Resource Scheduling With QoS Guarantees
Fundamenta Informaticae
Optimization decomposition approach for layered QoS scheduling in grid computing
Journal of Systems Architecture: the EUROMICRO Journal
Dynamic resource allocation for joint grid user and provider optimisation in computational grid
International Journal of Computer Applications in Technology
A new optimal approach for multiple optimisation objectives grid resource allocation and scheduling
International Journal of Systems Science
Performance analysis of allocation policies for interGrid resource provisioning
Information and Software Technology
Resource scheduling with conflicting objectives in grid environments: Model and evaluation
Journal of Network and Computer Applications
Jxta-Overlay: An interface for efficient peer selection in P2P JXTA-based systems
Computer Standards & Interfaces
International Journal of Computer Applications in Technology
Computers and Industrial Engineering
Grid's metascheduling based on multiagent systems interaction protocols
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
A multiagent grid metascheduler
WSEAS Transactions on Computers
Utility driven dynamic resource allocation using competitive markets in computational grid
Advances in Engineering Software
QoS based resource scheduling by computational economy in computational grid
Information Processing Letters
On advantages of scheduling using genetic fuzzy systems
JSSPP'06 Proceedings of the 12th international conference on Job scheduling strategies for parallel processing
Towards feasible and effective load sharing in a heterogeneous computational grid
GPC'07 Proceedings of the 2nd international conference on Advances in grid and pervasive computing
Safety scheduling strategies in distributed computing
International Journal of Critical Computer-Based Systems
An effective compaction strategy for bi-criteria DAG scheduling in grids
International Journal of Communication Networks and Distributed Systems
Design of file size and type of access based replication algorithm for data grid
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Job control in distributed environments with non-dedicated resources
Journal of Computer and Systems Sciences International
Slot selection and co-allocation for economic scheduling in distributed computing
PaCT'11 Proceedings of the 11th international conference on Parallel computing technologies
Agent-Based grid scheduling with calana
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Optimizing the access to read-only data in grid computing
DAIS'05 Proceedings of the 5th IFIP WG 6.1 international conference on Distributed Applications and Interoperable Systems
Parallel job scheduling — a status report
JSSPP'04 Proceedings of the 10th international conference on Job Scheduling Strategies for Parallel Processing
Parallel computer workload modeling with markov chains
JSSPP'04 Proceedings of the 10th international conference on Job Scheduling Strategies for Parallel Processing
The Journal of Supercomputing
Collaboration among mobile agents for efficient energy allocation in mobile grid
Information Systems Frontiers
A Pricing Approach For Grid Resource Scheduling With QoS Guarantees
Fundamenta Informaticae
Future Generation Computer Systems
Packet task processing in distributed computational environments with inalienable resources
Automation and Remote Control
Supporting soft real-time parallel applications on multiprocessors
Journal of Systems Architecture: the EUROMICRO Journal
Economic model of scheduling and fair resource sharing in distributed computations
Programming and Computing Software
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Grid computing is a promising technology for future computing platforms. Here, the task of scheduling computing resources proves difficult as resources are geographically distributed and owned by individuals with different access and cost policies. This paper addresses the idea of applying economic models to the scheduling task. To this end a scheduling infrastructure and a market-economic method is presented. The efficiency of this approach in terms of response- and waittime minimization as well as utilization is evaluated by simulations with real workload traces. The evaluations show that the presented economic scheduling algorithm provides similar or even better average weighted response-times as common algorithms like backfilling. This is especially promising as the presented economic models have additional advantages as e.g. support for different price models, optimization objectives, access policies or quality of service demands.