PPT-Network Compression and Speedup

Shuochao Yao Yiwen Xu Daniel Calzada Network Compression and Speedup 1 Source httpisca2016eecsumichedu wp contentuploads2016074A1pdf Network Compression and Speedup 2 Why smaller models. Xtreme Compression, Inc. is a software design consultancy with special expertise in structured data compression. We apply our proprietary algorithms and source code to compress and encrypt structured data whenever performance beyond the reach of conventional methods is required. Road. . Networks. Renchu . Song, . . Weiwei . Sun, . . Fudan. University. Baihua Zheng, Singapore Management University. . Yu . Zheng, . Microsoft Research, . Beijing. Background. Big Data. Huge volume of spatial trajectories cause heavy burden to data storage and data process. Demijan. . Klinc. * . Carmit. . Hazay. † . Ashish. . Jagmohan. **. Hugo . Krawczyk. ** . Tal Rabin. **. * . Georgia . Institute of . Technology. ** . IBM T.J. Watson Research . Labs. † . Tekin. . Bicer. , . Jian. Yin, David Chiu, . Gagan. . Agrawal. . and Karen . Schuchardt. Ohio State University. Washington State University. Pacific Northwest National Laboratories. 1. †. †. Through . Barrier-Interval Time-Parallelism . Paul D. Bryan, . Jason A. . Poovey. , Jesse G. . Beu. , Thomas M. . Conte. Georgia Institute of Technology. Outline. Introduction. Multi-threaded Application Simulation Challenges. We will use a quantitative approach to analyze architectures and potential improvements and see how well they work (if at all). We study RISC instruction sets to promote instruction-level, block-level and thread-level parallelism. Review. A . truss is considered to be a solid beam full of holes. A truss and beam behave similarly under the same live load.. The point of a truss is to disperse forces as far from the neutral axis as possible in order to resist deflection.. 2-D Warping and Block Matching. Shinjini. . Kundu. Anand. . Kamat. . Tarcar. EE398A Final Project. 1. EE398A - Compression of Light Fields using 2-D Warping and Block Matching. Outline. Motivation and . openacc. Ebad. . Salehi. , Ahmad . Lashgar. and . Amirali. . Baniasadi. Electrical and Computer Engineering Department. University of Victoria. This Work. Motivation: Effective memory bandwidth usage is needed to achieve high performance in GPUs.. Eric . Shea. M.S. Student. University of Pittsburgh. An . Ho. M.S. Graduate, University of Florida. (now at Harris). 2017 IEEE Aerospace Conference. Dr. Alan D. George. Mickle Chair Professor of ECE. Compression System Components . Function. Components direct, contain, and compress the air-fuel mixture, and then discharge the . gases. Compression Ratios. Most small engines operate with a compression ratio between 6:1 to 8.5:1. areaDetector. . Slides: Mark . Rivers . GeoSoilEnviroCARS, Advanced Photon Source. University of . Chicago. EPICS meeting, ITER, June 2019. Presenter: Ulrik Kofoed Pedersen, Head of Beamline Controls. Related reading: Effective . Low-Power Wearable . Wireless Surface EMG . Sensor Design . Based on Analog-Compressed Sensing, . Balouchestani. & Krishnan . (. 2014. ). . Sensors. . 14: 24305-24328.. is a . lossy compression. method used to . compress images. using . fractals. . The method is best suited for photographs of natural scenes (. trees. , . mountains. , . ferns. , . clouds. ). The fractal compression technique relies on the fact that in certain images, parts of the image resemble other parts of the same image..