\documentstyle[11pt]{article} \setlength{\textheight}{9.625in} \setlength{\topmargin}{-2cm} \setlength{\oddsidemargin}{+1mm} \setlength{\textwidth}{6.5in} \addtolength{\headheight}{5pt} \newcommand{\mc}{\multicolumn} \pagestyle{empty} %\renewcommand{\baselinestretch}{1.5} \begin{document} \begin{center}{\large\bf Table 1A: \ Some Applications of Interest to Industry}\end{center} {\small \begin{center} \begin{tabular}{|l|l|l|l|l|} \hline \hline \mc{1}{|c|}{\it General Field}&&&&\\ New York State&\mc{1}{|c|}{Examples}&\mc{1}{|c|}{Problem}&\mc{1}{|c|}{Machine}& \mc{1}{|c|}{Comments}\\ Industries&&\mc{1}{|c|}{Parallelism}&\mc{1}{|c|}{Architecture}&\\ \hline\hline {\it 1) Computational Fluid}&Engines, Air&Data Parallel&SIMD,&Industry Design\\ {\it Dynamics}&Conditioners,&&MIMD&Consortium with\\ \hspace{1em}Carrier (United&Exhaust Pumps,&&(Irregular,&fields 3) and 4).\\ \hspace{1em}Technologies)&Airframes&&Adaptive)&Mesh Generation\\ \hspace{1em}(Lamson Corp.,&&&&\\ \hspace{2em}Syracuse)&&&&\\ \hspace{1em}Grumman Corp.&&&&\\ \hspace{1em}(XEROX)&&&&\\ \hline {\it 2) Environmental}&Seconds to&Data Parallel&As above&Parallel PDE\\ {\it Modeling}&Centuries,&&&Algorithms\\ \hspace{1em}Air and Water&Weather, Climate,&&&Cross disciplines\\ \hspace{2em}technologies&Acoustic&&&Direct to adaptive\\ \hspace{1em}General Electric,&Transmission, &&&multigrid\\ \hspace{2em}Syracuse&Ocean&&&\\ \hspace{2em}&Circulation,&&&\\ \hspace{2em}&Pollution, Oil&&&\\ \hspace{2em}&Reservoir&&&\\ \hline {\it 3) Structural Dynamics}&All Engineering&Data Parallel&As above&Dominated by\\ \hspace{1em}Carrier (United&fields&&&vendor codes\\ \hspace{2em}Technologies)&&&&\\ \hspace{1em}Grumman Corp.&&&&\\ \hline {\it 4) Electromagnetic}&Antenna, Stealth,&Data Parallel&SIMD&PDE or Moment\\ {\it Simulation}&High frequency&&&method\\ \hspace{1em}Grumman Corp.&circuits&&&(Matrix inversion)\\ \hspace{1em}Atlantic Research Corp.&&&&\\ \hspace{1em}(IBM)&&&& \\ \hline {\it 5) Basic Chemistry}&Chemical&Data Parallel&MIMD&Calculate matrix\\ \hspace{1em}(Corning)&potentials,&&(SIMD maybe)&elements.\\ \hspace{1em}General Electric,&$F+H_2$,&&&Matrix eigenvalue,\\ \hspace{2em}Schenectady&$e^-$ molecule&&&multiplication, \\ \hspace{1em}(Bristol-Myers)&scattering&&&Inversion \\ \hline {\it 6) Molecular Modeling}&Chemistry,&Data Parallel&SIMD (simple)&Astrophysics very\\ \hspace{1em}(Corning)&Biology,&&MIMD&successful\\ \hspace{1em}General Electric,&Materials, Drugs,&&(irregular)&Irregular and mixed\\ \hspace{2em}Schenectady&Plasma&&&continuum, particle, \\ \hspace{1em}(Bristol-Myers)&&&&decompositions\\ \hline {\it 7) Particle Transport}&Nuclear side&Embarassingly&MIMD &Irregular statistical\\ {\it Problems}&effects&Parallel&&methods\\ &Optimizing&&&\\ \hspace{1em}(NY State Hospitals)&medical therapy&&&\\ &with proton, $\gamma$,&&&\\ &x-ray beams&&&\\ \hline {\it 8) Network Simulations}&Power (gas,&Data Parallel&MIMD & Sparse matrix (hard\\ &electricity),&&&in CMFortran,\\ \hspace{1em}Niagara Mohawk &Chemical process,&&&Message passing\\ \hspace{1em}New York Telephone&phone, chip,&&&okay)\\ \hspace{1em}IBM&artificial neurons, &&&\\ &cortex&&&\\ \hline \end{tabular} \end{center} \pagebreak \begin{center}{\large\bf Table 1B: \ Some Applications of Interest to Industry}\end{center} {\small \begin{center} \begin{tabular}{|l|l|l|l|l|} \hline \hline \mc{1}{|c|}{\it General Field}&&&&\\ New York State&\mc{1}{|c|}{Examples}&\mc{1}{|c|}{Problem}&\mc{1}{|c|}{Machine}& \mc{1}{|c|}{Comments}\\ Industries&&\mc{1}{|c|}{Parallelism}&\mc{1}{|c|}{Architecture}&\\ \hline\hline {\it 9) Complex System}&War games,&Data Parallel&MIMD&Event-driven \\ {\it Simulations}&ecology&&&simulations very\\ \hspace{1em}(NY School System)&(SIMEARTH)&&&difficult.\\ \hspace{1em}(Defense Industry)&&&&Time stepped okay.\\ \hspace{1em}Intellisys, Syracuse&&&&\\ \hline {\it 10) Signal Processing/}&Defense to&Functional and&SIMD (Low&Commercial\\ {\it Vision}&industry&data parallelism&level)&applications of\\ \hspace{1em}Rome Laboratory&(inspection,&&MIMD (High&defense technology\\ \hspace{1em}Abrams Gentile&robotics, medical)&&level)&\\ \hspace{2em}Entertainment (AGE)&to entertainment &&&\\ \hspace{1em}(NBC-General Electric)&&&&\\ \hspace{1em}(Kodak)&&&&\\ \hspace{1em}General Electric,&&&&\\ \hspace{2em}Syracuse&&&&\\ \hspace{1em}Grumann&&&&\\ \hspace{1em}PAR Technologies&&&&\\ \hline {\it 11) Transaction Processing}&Most transactions&Parallel database&MIMD &Parallel Oracle \\ \hspace{1em}NY State - Medicaid&$<1$ second (?)&&&available.\\ \hspace{1em}MONY&HPC needed only&&&Add processing - \\ \hspace{1em}PHP&if add value&&&neural networks,\\ \hspace{1em}Empire Blue Cross --&(Medicaid,&&&expert systems,\\ \hspace{2em}Blue Shield&Insurance, IRS,&&&simulations.\\ \hspace{1em}New York Telephone&SIAC)&&&\\ \hspace{1em}Merrill Lynch&&&&\\ \hspace{1em}SIAC&&&&\\ \hline {\it 12) BMC$^3$IS (Command}&BMC$^3$IS is&Functional and&SIMD (Low&Most promising\\ {\it \& Control)}&``Defense'' version&data parallelism&level)&area for HPC?\\ {\it Information Processing}&of information&&MIMD and&DOWQUEST\\ \hspace{1em}Coherent Research&processing.&&geographically&(WAIS)\\ \hspace{1em}NY State Health Care&Mission to planet&&distributed&\\ \hspace{2em}System&earth&&networks& \\ \hspace{1em}Rome Laboratory&GIS&&&\\ \hspace{1em}(Dow Jones)&Human Genome&&&\\ \hspace{1em}New York Telephone&&&&\\ \hspace{1em}PAR Technologies&&&&\\ \hspace{1em}Otis &&&&\\ \hline {\it 13) Seismic and}&Oil Industry &Embarrassingly&SIMD&Parallel computers\\ {\it Environmental Data}&¶llel&Sometimes&operational\\ {\it Analysis}&&&MIMD&\\ \hspace{1em}Air and water&&&&\\ \hspace{1em}technologies&&&&\\ \hline {\it 14) Manufacturing}&Concurrent&Functional and &MIMD&Important, but\\ \hspace{1em}Carrier (United&Engineering&data parallel&(+SIMD?)&major effort\\ \hspace{2em}Technologies)&Agile&&& \\ \hspace{1em}Grumann Corp.&Manufacturing&&& \\ \hspace{1em}(XEROX)&&&&\\ \hspace{1em}MDA&&&&\\ \hline \end{tabular} \end{center} \pagebreak \begin{center}{\large\bf Table 1C: \ Some Applications of Interest to Industry}\end{center} {\small \begin{center} \begin{tabular}{|l|l|l|l|l|} \hline \hline \mc{1}{|c|}{\it General Field}&&&&\\ New York State&\mc{1}{|c|}{Examples}&\mc{1}{|c|}{Problem}&\mc{1}{|c|}{Machine}& \mc{1}{|c|}{Comments}\\ Industries&&\mc{1}{|c|}{Parallelism}&\mc{1}{|c|}{Architecture}&\\ \hline\hline {\it 15) Wall Street}&Much better&Data parallel&SIMD&Very secretive and\\ {\it (Economic Modeling)}&optimizations&&MIMD (?)&lucrative\\ \hspace{1em}J. P. Morgan&&&&\\ \hspace{1em}Merrill Lynch&&&&\\ \hline {\it 16) Graphics}&Hollywood&Embarrassingly&MIMD&Several operational\\ \hspace{1em}AGE&Virtual Reality¶llel&¶llel ray tracers\\ \hline {\it 17) Flight Simulations,}&Military,&Functional and&SIMD and& General purpose\\ {Sports, Entertainment}&Disneyworld,&data parallelism&MIMD&hardware. VR\\ \hspace{1em}Singer-Link&Broadway.&&&coupled to database\\ \hspace{1em}AGE&Rehabilitation&&&computing.\\ \hspace{1em}(NY State Health&and other&&&\\ \hspace{1em}Care Systems)&simulation aids&&&\\ \hspace{1em}&for therapy.&&&\\ \hline {\it 18) Scheduling}&Manufacturing&Functional and&SIMD&Expert systems \\ \hspace{1em}Syracuse University&Transportation&data parallel&MIMD&Neural networks\\ \hspace{1em}United Technology&Satellite tasks&&&Simulated Annealing\\ \hspace{1em}Nuclear Power&University classes&&&\\ \hspace{2em}Maintenance&Shuttle repair&&&\\ \hspace{1em}NASA Kennedy&&&&\\ \hspace{2em}Center&&&&\\ \hline \end{tabular} \end{center} \end{document}