PPT-In-Situ Compute Memory Systems

Reetuparna Das Assistant Professor EECS Department Massive amounts of data generated each day 3 Near Data Computing Move compute near storage Processing in Memory PIM IRAM DIVA Active Pages . 1. 7. Physical Memory. 7.1 Preparing a Program for Execution . Program Transformations . Logical-to-Physical Address Binding. 7.2 Memory Partitioning Schemes. Fixed Partitions . Variable Partitions. “Compilers in disguise”. Mihai G. Chiriac. BitDefender. Talk outline. AV History. Emulation basics. Compiler technology. Intermediate Language. Optimizations. Code generation. Conclusions. AV History!. Ankit Sethia* Scott . Mahlke. University of Michigan. Graphics. Simulation . Linear Algebra. Data Analytics. Machine Learning. Computer Vision. Resource Requirements of GPU applications are diverging. File . system organisation issues. Nick Gaens. Introduction. Technologies. How does it work?. Limitations. File systems: problems and workarounds. Outline. Flash . memory is a non-volatile computer storage chip that can be electrically erased and reprogrammed. Johan Andersson – technical director. Frostbite. Electronic arts. Simplify advanced development. . Improve performance . Enable developers to innovate . Challenge the status quo. Mantle?. Control. on Heterogeneous . Architectures. Jin . Wang. †. , Norman Rubin. ‡*. , . Haicheng. Wu. †. , . Sudhakar. . Yalamanchili. †. † Georgia Institute of Technology. ‡ . AMD. * The author is now affiliated with NVIDIA Research. Intel Corporation. Workshop on Programming weather, climate, and earth-system models. on heterogeneous multi-core platforms. September 7, 2011. Opportunity of . Improving . WRF . Performance Through . on Heterogeneous . Architectures. Jin . Wang. †. , Norman Rubin. ‡*. , . Haicheng. Wu. †. , . Sudhakar. . Yalamanchili. †. † Georgia Institute of Technology. ‡ . AMD. * The author is now affiliated with NVIDIA Research. (for Monitoring and Understanding. Photocathode Growth). Second Workshop on Photocathodes: 300-500nm. June 29-30, 2012, Enrico Fermi Institute, University of Chicago. Jeffrey W. Elam. Argonne National Laboratory. Vishwanath. 1. , Todd Munson. 2. , Christopher Knight. 1. , Mark Hereld. 12. , Sven Leyffer. 2. , Michael E. Papka. 1. . 1. Argonne Leadership Computing Facility, . 2. Mathematics and Computer Science, . Bose Perumal. Wenjing Chu. R. Krishnan. S. Hemalatha. . Dell. Peter Wills . . BT. draft-perumal-nfvrg-nfv-compute-acceleration-00.txt. NFV Compute Acceleration– Software Architecture. Compute Acceleration for NFV. khalifa@cs.queensu.ca. Who is Amazon !!. American international multibillion dollar electronic commerce company with headquarters in Seattle, Washington, . USA.. started in . 1995. by . Jeff . Bezos. 2 min Madness. L. Bouchra. . 1. , C. . Szopa. . 1. , A. . Buch. . 2. , P. . Cardinael. . 3. , V. . Pelon-Agasse. . 3. , D. . Coscia. . 1. , . J.-P. . Pineau. . 1. , V. . Guerini. . 1. , . T. . rematerialization. Paras Jain. Joint work with: . Ajay Jain, Ani . Nrusimha. , Amir . Gholami. ,. Pieter . Abbeel. , Kurt . Keutzer. , Ion . Stoica. , Joseph Gonzalez. To appear at:. MLSys. 2020. Deep learning continues to adapt to increasing complex applications..