PPT-Sprint: Speculative Prefetching

of Remote Data Arun Raman Princeton University Greta Yorsh ARM UK Martin Vechev IBM ResearchampETH Zurich Eran Yahav Technion Israel Acknowledgments Nick Mitchell and Mark . Ankit Sethia. 1. , Ganesh Dasika. 2. , . Mehrzad. Samadi. 1. ,. Scott Mahlke. 1. 1-University of Michigan. 2-ARM R&D Austin. 1. Introduction. 2. High Throughput – 1 . TeraFlop. . High Energy Efficiency. Tomofumi Yuki . . INRIA . Rennes. Antoine . Morvan. . . ENS . Cachan. Bretagne. Steven . Derrien. . University of Rennes 1. Memory Optimizations. Memory Wall. Enhancement . for Accurate Stream Prefetching. Gang Liu. 1. , . Zhuo. Huang. 1. , . Jih. -Kwon Peir. 1. , . Xudong. Shi. 2. , Lu Peng. 3. 1. University of Florida . 2. Google Inc. 3. Louisiana . State . Adwait Jog. , Onur Kayiran, Asit Mishra, Mahmut Kandemir, Onur Mutlu, Ravi Iyer, Chita Das . Multi-threading. Caching. Prefetching . Main Memory. . Improve. . Replacement . Policies. Parallelize your code!. Ankit Sethia. 1. , Ganesh Dasika. 2. , . Mehrzad. Samadi. 1. ,. Scott Mahlke. 1. 1-University of Michigan. 2-ARM R&D Austin. 1. Introduction. 2. High Throughput – 1 . TeraFlop. . High Energy Efficiency. What’s Next, Now. IEEE Santa Clara Discussion. March 6, . 2011. Michael Finegan. Emerging Solutions Engineering, Manager. More than 10 years experience. Engineering expertise to assist with design/development. Landon Cox. April . 5, . 2017. Making disk accesses tolerable. Basic idea. Remove disk accesses from critical path. Transform disk latencies into memory latencies. Requires predicting the future. Caching. Exploiting Unique Opportunities. Ahmad . Lashgar. and . Amirali. . Baniasadi. ECE Department. University of Victoria. 1. Overview. Prefetching Challenges:. Prefetching accuracy. Timeliness. Bandwidth control. Tomofumi Yuki . . INRIA . Rennes. Antoine . Morvan. . . ENS . Cachan. Bretagne. Steven . Derrien. . University of Rennes 1. Memory Optimizations. Memory Wall. Results and Awards. Seth . Pugsley. Thanks!. Big thanks to Hyesoon Kim and the Program Committee. Babak. . Falsafi. Mike . Ferdman. . Aamer. Jaleel. Daniel Jiménez Calvin Lin . Moin. Qureshi. INtervention. Team. Navy Medicine East. Duty Phone (757) 449-8596 (24 . Hrs. ). What is . SPRINT. A . consultative. and . interventional. service made of mental health professionals. . SPRINT is designed to . Principal Results. Paul K. Whelton, MB, MD, MSc. Chair, SPRINT Steering Committee . Tulane University School of Public Health and Tropical Medicine, and School of Medicine. . For the SPRINT Research Group. Principal Results. Paul K. Whelton, MB, MD, MSc. Chair, SPRINT Steering Committee . Tulane University School of Public Health and Tropical Medicine, and School of Medicine. . For the SPRINT Research Group. What do we need more evidence on?. There is a need for evidence and data in relation to Open Banking payment success under different value and use cases, as well as data identifying reasons behind payments not going through. What metrics and data in relation to payment success should be collected? Who should provide this data – Banks / TPPs / Both? How should this be operationalised, including who should take this forward, in the short-term and on an ongoing basis as open banking+ develops? Should this insight be shared across ecosystem and what is the best way to do this?.