Application Development White Papers

A Regression-Based Analytic Model for Dynamic Resource Provisioning of Multi-Tier Applications

Overview The multi-tier implementation has become the industry standard for developing scalable client-server enterprise applications. Since these applications are performance sensitive, effective models for dynamic resource provisioning and for delivering quality of service to these applications become critical. Workloads in such environments are characterized by client sessions of interdependent requests with changing transaction mix and load over time, making model adaptivity to the observed workload changes a critical requirement for model effectiveness. The work discusses in this paper applies a regression-based approximation of the CPU demand of client transactions on a given hardware.

Further White Paper Details
PublisherInstitute of Electrical and Electronics Engineers File FormatPDF
Date PublishedJune 2007 Downloads2
FormatWhite Papers   
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