K
Kaushik Dutta
Researcher at University of South Florida
Publications - 109
Citations - 2036
Kaushik Dutta is an academic researcher from University of South Florida. The author has contributed to research in topics: The Internet & Cache. The author has an hindex of 25, co-authored 99 publications receiving 1837 citations. Previous affiliations of Kaushik Dutta include University of Miami & Georgia Institute of Technology.
Papers
More filters
Proceedings ArticleDOI
Modeling virtualized applications using machine learning techniques
TL;DR: In this paper, the authors proposed and refined the use of two machine learning techniques: artificial neural network (ANN) and support vector machine (SVM) to address the multi-dimensional modeling problem.
Proceedings ArticleDOI
Proxy-based acceleration of dynamically generated content on the world wide web: an approach and implementation
TL;DR: An approach and an implementation of a dynamic proxy caching technique which combines the benefits of both proxy-based and back end caching approaches, yet does not suffer from their above-mentioned limitations is presented.
Proceedings ArticleDOI
Application performance modeling in a virtualized environment
TL;DR: An iterative model training technique based on artificial neural networks is found to be accurate across a range of applications and implemented as a prototype in Xen-based virtual machine environments and evaluated for accuracy, sensitivity to the training process, and overhead.
Journal ArticleDOI
Modeling of financial supply chain
Sushil Gupta,Kaushik Dutta +1 more
TL;DR: It is demonstrated that even the static problem is NP-Complete, where monetary in-flows and out-flows are known before hand and a heuristic is developed to solve this static problem.