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A Programming Model for the Cloud Platform

By Xiaodong Liu

Abstract

Programming models for cloud computing has become a research focus recently. Cloud computing promises to provide on-demand and flexible IT services, which goes beyond traditional programming models and calls for new ones. Some progress has been made in cloud computing programming models for large-scale data processing, but little was done on models of predictable performance. With the advantages on predictable performance, easily programming and deadlock avoidance, the BSP model has been widely applied in parallel databases, search engines, and scientific computing. This paper targets to adapt the BSP model into cloud environment. The scheduling of computing tasks and the allocation of cloud resources will be integrated into the BSP model. A BSPCloud programming model with predictable performance is proposed

Topics: Programming Model, Cloud Computing, BSPCloud, Bulk Synchronous
Year: 2014
OAI identifier: oai:CiteSeerX.psu:10.1.1.413.1162
Provided by: CiteSeerX
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