A distributed application server for automatic differentiation

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 29 Aug 2005 United States Publisher:IEEE Comput. SocJournal:Proceedings 15th International Parallel and Distributed Processing Symposium. IPDPS 2001

Authors: Boyana Norris; Paul D. Hovland;

doi: 10.1109/ipdps.2001.925174 , 10.1109/ipdps.2001.925175

A distributed application server for automatic differentiation

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Abstract

Summary: The ADIC Application Server brings the accuracy and efficiency of automatic differentiation to the World Wide Web. Users of the ADIC Application Server can upload source code written in ANSI-C, manage remote files, differentiate selected functions, and download code augmented with derivative computations. Using a simple driver and linking to the appropriate libraries, the user can compile and run the differentiated code locally. We discuss the unique requirements of an automatic differentiation application server and describe the implementation of the ADIC Application Server.

Country

United States

Related Organizations

Argonne National Laboratory
United States
University of North Texas
United States

Keywords

Internet, Computer Codes, Computing, source transformation, Efficiency, Symbolic computation and algebraic computation, 99 General And Miscellaneous//Mathematics, Implementation, And Information Science, Computer Networks, Data Transmission, Accuracy

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