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A. H. Sameh A. V. Veidenbaum Alliant Computer Systems Alliant FX architecture automatic parallelization cache Cedar performance Cedar system Center for Supercomputing Charles Chen circuit simulation Computer Engineering Computer Science Computer Scientist Computer Systems conjugate gradient Cray CRAY X-MP CSRD project leader CSRD Report Cybenko D. A. Padua dataﬂow Decomposition deﬁne Department of Computer dynamic efﬁcient Eigenmann execution ﬁrst Gallopoulos H. A. G. Wijshoff hardware hierarchical high-performance I. L. Larson Ialby IEEE Illinois at Urbana-Champaign implementation Int'l linear algebra loops M.S. thesis machines mance MaxPar memory hierarchy memory systems MIPRAC multiprocessor Ofﬁce optimization Parallel Comput Parallel numerical algorithms Parallel Process Parallel Program Behavior Parallel Programming Perfect Benchmarks Perfect codes performance analysis performance evaluation Performance Tools problems Proc processors received his M.S. run-time Software Engineer sparse matrix Speedup Supercomputing 91 Symp synchronization Systems Engineer techniques thesis is entitled tion UIUC VASE visualization