PPT-PinPlay : A Framework for Deterministic Replay and Reproducible Analysis of

Parallel Programs Harish Patil Cristiano Pereira Mack Stallcup Gregory Lueck James Cownie Intel Corporation CGO 2010 Toronto Canada 1 NonDeterminism Program execution is not repeatable across runs. in a Managed Language Virtual Machine. Michael . Bond. Milind. Kulkarni. Man . Cao. Meisam. . Fathi. . Salmi. Jipeng. Huang. Purdue. Microsoft. Ohio State. 1. Nondeterminism is problematic. Reproduce and Debug. App Testing. Test the app for . performance problems . crashes. Testing app in the cloud. Upload app to a service. App is automatically executed in the cloud. Emulating different inputs and conditions. via . Data Flow Cut. Microsoft Research Asia. Ming Wu. , Haoxiang Lin, Xuezheng Liu, Zhenyu Guo, Huayang Guo, Lidong Zhou, Zheng Zhang. MIT. Fan Long, Xi Wang, . Zhilei. . Xu. Outline. Motivation. Observation. Kaushik . Veeraraghavan . Dongyoon. Lee, . Benjamin . Wester. , . Jessica . Ouyang. , . Peter . M. . Chen, . Jason . Flinn. , . Satish. . Narayanasamy. University of Michigan. Deterministic replay. Exploiting Episodes for. Lightweight Memory Race . Recording. Derek . R. . Hower. and Mark D. Hill. Computer systems complex. – . more. so with . multicore. What technologies. can help?. Executive Summary. : A Framework for Deterministic Replay and Reproducible Analysis of . Parallel Programs. Harish Patil, . Cristiano Pereira. , Mack Stallcup, Gregory Lueck, James Cownie. Intel Corporation. CGO 2010, Toronto, Canada. in Secondary Data Analysis. Abraham D Flaxman. November 18, 2014. Outline. Reproducible research. Secondary data analysis. Doing Both Together. Reproducible secondary data. Reproducible data analysis. : Low-Cost Hardware Fault Detection and Diagnosis for . Multicore. Systems. Siva Kumar Sastry Hari. , Man-Lap (Alex) Li, . Pradeep Ramachandran, Byn Choi, Sarita Adve. Department of Computer Science. Kaushik . Veeraraghavan . Dongyoon. Lee, . Benjamin . Wester. , . Jessica . Ouyang. , . Peter . M. . Chen, . Jason . Flinn. , . Satish. . Narayanasamy. University of Michigan. Deterministic replay. . Lee. ,. . Benjamin . Wester. , . Kaushik. . Veeraraghavan. , . Satish. . Narayanasamy. , Peter . M. Chen, and Jason . Flinn. University of Michigan, Ann Arbor . Respec. : Efficient Online Multiprocessor Replay. in a Managed Language Virtual Machine. Michael . Bond. Milind. Kulkarni. Man . Cao. Meisam. . Fathi. . Salmi. Jipeng. Huang. Purdue. Microsoft. Ohio State. 1. Nondeterminism is problematic. Reproduce and Debug. Exploiting Episodes for. Lightweight Memory Race . Recording. Derek . R. . Hower. and Mark D. Hill. Computer systems complex. – . more. so with . multicore. What technologies. can help?. Executive Summary. Annealing . Dimension Reduction. and Biology. Indiana University. Environmental Genomics. April 20 2012. Geoffrey Fox. gcf@indiana.edu. . . http://www.infomall.org. . http://www.futuregrid.org. Data Flow Cut. Microsoft Research Asia. Ming Wu. , Haoxiang Lin, Xuezheng Liu, Zhenyu Guo, Huayang Guo, Lidong Zhou, Zheng Zhang. MIT. Fan Long, Xi Wang, . Zhilei. . Xu. Outline. Motivation. Observation.