A computational economy for dynamic load balancing and data replication
Authors: Anastasiadi, A. 
Kapidakis, Sarantos 
Nikolauo, C. 
Sairamesh, J. 
Issue Date: 28-Oct-1998
Conference: 1st International Conference on Information and Computation Economies, ICE 1998 
Book: ICE '98: Proceedings of the first international conference on Information and computation economies 
Keywords: Computational markets, Data replication, Load balancing, Quality of service, Resource allocation
Abstract: 
We consider a computational economy -with many suppliers who offer processing and database access services to consumers for a fee. Consumers submit a variety of database transactions to the suppliers for processing, and they select suppliers based on the quality of service (QoS), data-Access price offered by the suppliers and network bandwidth cost. The suppliers in an attempt to maximize profit control the following: (1) prices to access the data objects; (2) prices to lease data-objects that are in demand. In this paper, we use such an economic framework to investigate controllable load-balancing and object replication algorithms for performance driven transaction processing. We show via detailed workload driven simulation that this computational economy adapts to changes in transaction workloads and types, and dynamically balances load and replicates data objects based on the consumer demand.
ISBN: 1581130767
DOI: 10.1145/288994.289031
URI: https://uniwacris.uniwa.gr/handle/3000/480
Type: Conference Paper
Department: Department of Archival, Library and Information Studies 
School: School of Administrative, Economics and Social Sciences 
Affiliation: University of West Attica (UNIWA) 
Appears in Collections:Book Chapter / Κεφάλαιο Βιβλίου

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