About
I am a researcher in MSR Technology. My research interests include resource management, algorithms, modeling and performance evaluation of parallel and distributed systems.
I received my Ph.D. in Computer Science from Singapore-MIT Alliance in 2008, working with Wen-Jing Hsu and Charles E. Leiserson. I have B.Eng degree in Computer Engineering from NTU.
Other
- SERF: Efficient Scheduling for Fast Deep Neural Network Serving via Judicious Parallelism.
Feng Yan, Yuxiong He, Olatunji Ruwase, Evgenia Smirni.
Supercomputing, 2016 - TPC: Target-Driven Parallelism Combining Prediction and Correction to Reduce Tail Latency in Interactive Services.
Myeongjae Jeon, Yuxiong He, Hwanju Kim, Sameh Elnikety, Scott Rixner, Alan L. Cox.
ASPLOS, 2016. - Work Stealing for Interactive Services to Meet Target Latency.
Jing Li, Kunal Agrawal, Sameh Elnikety, Yuxiong He, I-Ting Angelina Lee, Chenyang Lu, Kathryn S. McKinley.
PPOPP, 2016. - Processing and Optimizing Main Memory Spatial-Keyword Queries.
Taesung Lee, Jin-Woo Park, Sanghoon Lee, Seung-won Hwang, Sameh Elnikety, Yuxiong He.
VLDB, 2016.
- Optimal Aggregation Policy for Reducing Tail Latency of Web Search,
Jeong-min Yun, Yuxiong He, Sameh Elnikety, Shaolei Ren
SIGIR, 2015. - Performance Modeling and Scalability Optimization of Distributed Deep Learning Systems,
Feng Yan, Olatunji Ruwase, Yuxiong He, Trishul Chilimbi
SIGKDD, 2015. - Few-to-Many: Incremental Parallelism to Reduce Tail Latency in Interactive Services,
Md E. Haque, Yong hun Eom, Yuxiong He, Sameh Elnikety, Ricardo Bianchini, Kathryn S. McKinley.
ASPLOS, 2015. - Delayed-Dynamic-Selective (DDS) Prediction for Reducing Extreme Tail Latency in Web Search,
Saehoon Kim, Yuxiong He, Seung-won Hwang, Sameh Elnikety, Seungjin Choi,
WSDM, 2015.
Best Paper Runner-up Award! - Budget-Constrained Autoscaling for Cloud Performance Optimization,
A. Hasan Mahmud, Yuxiong He, Shaolei Ren
MASCOTS, 2015 - Ubora: Measuring and Managing Answer Quality for Online Data-Intensive Services,
Jaimie Kelley, Christopher Stewart, Devesh Tiwari, Yuxiong He, Sameh Elnikety, Nathaniel Morris
ICAC, 2015. - A Theoretical Foundation for Scheduling and Designing Heterogeneous Processors for Interactive Applications,
Shaolei Ren, Yuxiong He, and Kathryn S. McKinley,
DISC, 2014. - Horton: A Distributed System for Processing Declarative Reachability Queries over Partitioned Graphs,
Mohamed Sarwat, Sameh Elnikety, Yuxiong He, and Mohamed F. Mokbel,
VLDB, 2014. - Predictive Parallelization: Taming Tail Latencies in Web Search,
Myeongjae Jeon, Saehoon Kim, Seung-won Hwang, Yuxiong He, Sameh Elnikety, Alan L. Cox, and Scott Rixner,
SIGIR, 2014. - Mercury: A Memory-Constrained Spatio-temporal Real-time Search on Microblogs,
Amr Magdy, Mohamed F. Mokbel, Sameh Elnikety, Suman Nath, and Yuxiong He,
ICDE, 2014. - Mars: Real-time Spatio-temporal Queries on Microblogs,
Amr Magdy, Ahmed M. Aly, Mohamed F. Mokbel, Sameh Elnikety, Yuxiong He, and Suman Nath,
ICDE, Demo, 2014. - Adaptive Parallelism for Web Search,
Myeongjae Jeon, Yuxiong He, Sameh Elnikety, Alan L. Cox, and Scott Rixner,
Eurosys, 2013. - COCA: Online Resource Management for Cost Minimization and Carbon Neutrality in Data Centers,
Shaolei Ren and Yuxiong He,
Super Computing, 2013. - Exploiting Processor Heterogeneity in Interactive Services,
Shaolei Ren, Yuxiong He, Sameh Elnikety, and Kathryn McKinley,
ICAC, 2013. - Performance Inconsistency in Large Scale Data Processing Clusters,
Mingyuan Xia, Nan Zhu, Yuxiong He, Sameh Elnikety, and Xue Liu,
ICAC, 2013. - A Novel Approach to Graph Isomorphism Based on Parameterized Matching,
Juan Mendivelso, Sunghwan Kim, Sameh Elnikety, Yuxiong He, Seung-Won Hwang, and Yoan Pinzon,
SPIRE, 2013. - Energy-Efficient Scheduling for Best-Effort Interactive Services to Achieve High Response Quality,
Zhihui Du, Hongyang Sun, Yuxiong He, Yu He, David A. Bader, and Huazhe Zhang,
IPDPS, 2013. - Zeta: Scheduling Interactive Services with Partial Execution,
Yuxiong He, Sameh Elnikety, James Larus, and Chenyu Yan,
SoCC, 2012. - G-SPARQL A Hybrid Engine for Querying Large Attributed Graphs,
Sherif Sakr, Sameh Elnikety, and Yuxiong He,
CIKM, 2012. - Budget-based Control for Interactive Services with Adaptive Execution,
Yuxiong He, Zihao Ye, Qiang Fu, and Sameh Elnikety,
ICAC, 2012. - Provably-Efficient Job Scheduling for Energy and Fairness in Geographically Distributed Data Centers,
Shaolei Ren, Yuxiong He, and Fei Xu,
ICDCS, 2012. - Horton: Online Query Execution Engine for Large Distributed Graphs (Demo Track),
Mohamed Sarwat, Sameh Elnikety, Yuxiong He, and Gabriel Kliot,
ICDE, 2012. - Tians Scheduling: Using Partial Processing in Best-Effort Applications,
Yuxiong He, Sameh Elnikety, and Hongyang Sun,
ICDCS, 2011. - Scheduling Functionally Heterogeneous Systems with Utilization Balancing,
Yuxiong He, Jie Liu, and Hongyang Sun,
IPDPS, 2011. - The Cilkview scalability analyzer,
Yuxiong He, Charles E. Leiserson, and William M. Leiserson,
SPAA, 2010. - Adaptive work-stealing with parallelism feedback,
Kunal Agrawal, Charles E. Leiserson, Yuxiong He, and Wen-Jing Hsu,
ACM Transactions on Computer Systems, 2008. - Adaptive Scheduling of Parallel Jobs on Functionally Heterogeneous Resources,
Yuxiong He, Hongyang Sun, and Wen-Jing Hsu,
ICPP, 2007. - Adaptive work stealing with parallelism feedback,
Kunal Agrawal, Yuxiong He, and Charles E. Leiserson,
PPOPP, 2007. - Provably Efficient Online Non-clairvoyant Adaptive Scheduling,
Yuxiong He, Wen-Jing Hsu, and Charles E. Leiserson,
IPDPS, 2007. - Adaptive scheduling with parallelism feedback,
Kunal Agrawal, Yuxiong He, Wen-Jing Hsu, and Charles E. Leiserson,
PPOPP, 2006.
Program Committee
- PACT 2016, PC member: 25th International Conference on Parallel Architectures and Compilation Techniques, Haifa, Israel, Sep, 2016.
- ICAC 2015, PC member: 12th International Conference on Autonomic Computing, Grenoble, France, July, 2015.
- ICDCS 2015, PC member: 35th IEEE International Conference on Distributed Computing Systems, Columbus, Ohio, USA, Jun, 2015.
- SOCC 2014, Poster Chair: ACM Symposium on Cloud Computing, Seattle, WA, Nov, 2014
- PACT 2014, PC for the Student Research Competition: The 23rd International Conference on Parallel Architectures and Compilation Techniques, Aug, 2014.
- ICAC 2014, PC member: 11th International Conference on Autonomic Computing, Philadelphia, PA, Jun, 2014.
- WWW 2014, PC member: 23rd International World Wide Web Conference. Seoul, Korea. Apr 2014.
- IPDPS 2014, PC member: 28th IEEE International Parallel & Distributed Processing Symposium. Phoenix, USA. May 2014.
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PPoPP 2014, External Review Committee: 19th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. Orlando, USA. Feb, 2014
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Euro-Par 2013, PC member, Scheduling and Load Balancing Topic. Aachen, Germany. Aug, 2013.
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ICAC 2013, PC member: 10th International Conference on Autonomic Computing. San Jose, USA. June 2013.
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IPDPS 2013, PC member: 27th IEEE International Parallel & Distributed Processing Symposium. Boston, USA. May 2013.
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Cloud&Grid-13, PC member: The 3rd International Workshop on Cloud and Grid Interoperability (Cloud&Grid-13), Daegu, Korea. May 2013.
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GDM 2013, PC member: The Fourth International Workshop on Graph Data Management: Techniques and Applications. Brisbane, Australia. Apr, 2013.
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PPoPP 2013, External Review Committee: 18th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. Shenzhen, China. Feb, 2013
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CSE 2012, PC member: 15th IEEE International Conference on Computational Science and Engineering. Paphos, Cyprus. Dec, 2012.
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IPDPS 2012, PC member: 26th IEEE International Parallel & Distributed Processing Symposium. Shanghai, China. May 2012.
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GDM 2012, PC member: Third International Workshop on Graph Data Management: Techniques and Applications. Arlington, Virginia, USA. April 1, 2012.
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PPoPP 2012, External Review Committee: 17th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. New Orleans, USA. Feb, 2012
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SNS 2011, PC member: Fourth Workshop on Social network Systems. Salzburg, Austria. Apr, 2011.
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LADIS 2011, finance co-chair: The 5th Workshop on Large Distributed Systems and Middleware. Seattle, Washington, USA. Sep, 2011.