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Books and Theses
- 2012
[b1]Yanpei Chen:
Workload-Driven Design and Evaluation of Large-Scale Data-Centric Systems. University of California, Berkeley, USA, 2012
Journal Articles
- 2016
- [j7]Gwen Shapira, Yanpei Chen:
Common Pitfalls of Benchmarking Big Data Systems. IEEE Trans. Serv. Comput. 9(1): 152-160 (2016) - 2012
- [j6]Yanpei Chen, Andrew Ferguson, Brian Martin, Andrew Wang, Patrick Wendell:
Big data and internships at Cloudera. XRDS 19(1): 35-37 (2012) - [j5]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): 1802-1813 (2012) - [j4]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) - 2011
- [j3]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): 3-11 (2011) - [j2]Yanpei Chen, Archana Ganapathi, Randy H. Katz:
Challenges and Opportunities for Managing Data Systems Using Statistical Models. IEEE Data Eng. Bull. 34(4): 53-60 (2011) - [j1]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): 7-22 (2011)
Conference and Workshop Papers
- 2016
- [c11]Archana Ganapathi, Yanpei Chen:
Data quality: Experiences and lessons from operationalizing big data. IEEE BigData 2016: 1595-1602 - 2014
- [c10]Karthik Kambatla, Yanpei Chen:
The Truth About MapReduce Performance on SSDs. LISA 2014: 109-118 - 2012
- [c9]Yanpei Chen, Sara Alspaugh, Dhruba Borthakur, Randy H. Katz:
Energy efficiency for large-scale MapReduce workloads with significant interactive analysis. EuroSys 2012: 43-56 - [c8]Yanpei Chen, Francois Raab, Randy H. Katz:
From TPC-C to Big Data Benchmarks: A Functional Workload Model. WBDB 2012: 28-43 - 2011
- [c7]Yanpei Chen, Archana Ganapathi, Rean Griffith, Randy H. Katz:
The Case for Evaluating MapReduce Performance Using Workload Suites. MASCOTS 2011: 390-399 - [c6]Yanpei Chen, Kiran Srinivasan, Garth R. Goodson, Randy H. Katz:
Design implications for enterprise storage systems via multi-dimensional trace analysis. SOSP 2011: 43-56 - 2010
- [c5]Archana Ganapathi, Yanpei Chen, Armando Fox, Randy H. Katz, David A. Patterson:
Statistics-driven workload modeling for the Cloud. ICDE Workshops 2010: 87-92 - [c4]Yanpei Chen, Archana Ganapathi, Randy H. Katz:
To compress or not to compress - compute vs. IO tradeoffs for mapreduce energy efficiency. Green Networking 2010: 23-28 - 2009
- [c3]Yanpei Chen, Rean Griffith, Junda Liu, Randy H. Katz, Anthony D. Joseph:
Understanding TCP incast throughput collapse in datacenter networks. WREN 2009: 73-82 - 2008
- [c2]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: 14-19 - [c1]Yanpei Chen, Tracy Xiaoxiao Wang, Randy H. Katz:
Energy efficient Ethernet encodings. LCN 2008: 122-129
Informal and Other Publications
- 2012
- [i1]Yanpei Chen, Sara Alspaugh, Randy H. Katz:
Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads. CoRR abs/1208.4174 (2012)
Coauthor Index
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