Gennady Pekhimenko

I am a second year PhD student at Carnegie Mellon University in Computer Science Department where I am advised by Dr. Todd Mowry and Dr. Onur Mutlu.

Papers, Patents, Book Chapters

• Chapter 19 in "Software Automatic Tuning: From Concepts to State-of-the-Art Results", Springer, September 2010 Amazon link .
• "Efficient Program Compilation through Machine Learning Techniques", Gennady Pekhimenko and Angela Demke Brown, iWAPT2009 (October 2009, Tokyo, Japan). [pdf] iWAPT link
• "Managing Speculative Assist Threads", Yaoqing Gao, Tong Chen, Zehra Sura, Gennady Pekhimenko, Kevin O'Brien, Khaled Mohammed, Roch Archambault, Raul Silvera, Patent Application No. 20110093838
• MSc. Thesis (University of Toronto, CS Department, January 2008). "Machine Learning Algorithms for Choosing Compiler Heuristics". [pdf]

Presentations

• "Assist Threads for Data Prefetching in IBM XL Compilers " CASCON, Compiler-Driven Performance Workshop, (November 2009, Toronto, Canada). Presentation .
• "Efficient Program Compilation through Machine Learning Techniques", Gennady Pekhimenko and Angela Demke Brown, iWAPT2009 (October 2nd 2009, Tokyo, Japan). [pptx]

Projects

Carnegie Mellon University

• Parallel Computer Architecture (15-742, Spring 2011). "Software/Hardware Cooperative Approximate Computation". Project report [pdf]
• Optimizing Compilers (15-745, Spring 2011). "An Evaluation of a Block-Structured ISA". Project Link
• Computer Architecture (15-740, Fall 2010). "Approximate Computing: Application Analysis and Hardware Design". Project report [pdf]

University of Toronto

• OS Research Project (CS Department, Spring 2007). "Java Virtual Machine Interpreter: Porting and Extending". Final Report [pdf] Poster [pdf] Mathew Zaleski's Thesis
• Machine Learning Project (CSC2515, Fall 2006). "Penalizied Logistic Regression". [pdf]

Moscow State University

• Diploma Thesis ( Moscow State University, May 2004). "Performance Analysis of MPI-Programs". (in Russian) [pdf] (sample in English) [pdf]

Reviews:

ISCA 2011, MICRO 2011, IEEE Transactions on Very Large Scale Integration Systems 2011.

Page last updated 2011-08-12.