Yanpei Chen

Publication Activity (10 Years)

Years Active: 2008-2016
Publications (10 Years): 2

Top Venues

Proc. VLDB Endow.

IEEE BigData

CoRR

IEEE Trans. Serv. Comput.

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Gwen Shapira, Yanpei Chen
Common Pitfalls of Benchmarking Big Data Systems. IEEE Trans. Serv. Comput. 9 (1) (2016)
Archana Ganapathi, Yanpei Chen
Data quality: Experiences and lessons from operationalizing big data. IEEE BigData (2016)
Karthik Kambatla, Yanpei Chen
The Truth About MapReduce Performance on SSDs. LISA (2014)
Yanpei Chen, Sara Alspaugh, Randy H. Katz
Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads. Proc. VLDB Endow. 5 (12) (2012)
Yanpei Chen, Sara Alspaugh, Randy H. Katz
Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads CoRR (2012)
Yanpei Chen, Francois Raab, Randy H. Katz
From TPC-C to Big Data Benchmarks: A Functional Workload Model. WBDB (2012)
Yanpei Chen, Rean Griffith, David Zats, Anthony D. Joseph, Randy H. Katz
Understanding TCP Incast and Its Implications for Big Data Workloads. login Usenix Mag. 37 (3) (2012)
Yanpei Chen, Sara Alspaugh, Dhruba Borthakur, Randy H. Katz
Energy efficiency for large-scale MapReduce workloads with significant interactive analysis. EuroSys (2012)
Yanpei Chen, Andrew Ferguson, Brian Martin, Andrew Wang, Patrick Wendell
Big data and internships at Cloudera. XRDS 19 (1) (2012)
Andrew Krioukov, Christoph Goebel, Sara Alspaugh, Yanpei Chen, David E. Culler, Randy H. Katz
Integrating Renewable Energy Using Data Analytics Systems: Challenges and Opportunities. IEEE Data Eng. Bull. 34 (1) (2011)
Yanpei Chen, Archana Ganapathi, Rean Griffith, Randy H. Katz
The Case for Evaluating MapReduce Performance Using Workload Suites. MASCOTS (2011)
Yanpei Chen, Kiran Srinivasan, Garth R. Goodson, Randy H. Katz
Design implications for enterprise storage systems via multi-dimensional trace analysis. SOSP (2011)
Yanpei Chen, Archana Ganapathi, Randy H. Katz
Challenges and Opportunities for Managing Data Systems Using Statistical Models. IEEE Data Eng. Bull. 34 (4) (2011)
Randy H. Katz, David E. Culler, Seth Sanders, Sara Alspaugh, Yanpei Chen, Stephen Dawson-Haggerty, Prabal Dutta, Mike He, Xiaofan Jiang, Laura Keys, Andrew Krioukov, Ken Lutz, Jorge Ortiz, Prashanth Mohan, Evan Reutzel, Jay Taneja, Jeff Hsu, Sushant Shankar
An information-centric energy infrastructure: The Berkeley view. Sustain. Comput. Informatics Syst. 1 (1) (2011)
Yanpei Chen, Archana Ganapathi, Randy H. Katz
To compress or not to compress - compute vs. IO tradeoffs for mapreduce energy efficiency. Green Networking (2010)
Archana Ganapathi, Yanpei Chen, Armando Fox, Randy H. Katz, David A. Patterson
Statistics-driven workload modeling for the Cloud. ICDE Workshops (2010)
Yanpei Chen, Rean Griffith, Junda Liu, Randy H. Katz, Anthony D. Joseph
Understanding TCP incast throughput collapse in datacenter networks. WREN (2009)
Yanpei Chen, Patricia C. Fong, Jerry Hong, Deepa Mahajan, Cynthia Okita, David Eitan Poll, Alan Roytman, Ofer Sadgat, Daniel D. Garcia
200 Students Can't Be Wrong! GamesCrafters, a Computational Game Theory Undergraduate Research and Development Group. AAAI Spring Symposium: Using AI to Motivate Greater Participation in Computer Science (2008)
Yanpei Chen, Tracy Xiaoxiao Wang, Randy H. Katz
Energy efficient Ethernet encodings. LCN (2008)

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Publication Activity (10 Years)

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Yanpei Chen