Xinghao Pan
Xinghao Pan
Senior Research Scientist @ DSO National Laboratories
確認したメール アドレス: dso.org.sg - ホームページ
タイトル引用先
Revisiting distributed synchronous SGD
J Chen, X Pan, R Monga, S Bengio, R Jozefowicz
arXiv preprint arXiv:1604.00981, 2016
2442016
MLI: An API for distributed machine learning
ER Sparks, A Talwalkar, V Smith, J Kottalam, X Pan, J Gonzalez, ...
2013 IEEE 13th International Conference on Data Mining, 1187-1192, 2013
1422013
City-scale traffic estimation from a roving sensor network
J Aslam, S Lim, X Pan, D Rus
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems …, 2012
1282012
SALSA: analyzing logs as state machines
J Tan, X Pan, S Kavulya, R Gandhi, P Narasimhan
First USENIX Workshop on Analysis of System Logs (WASL), 2008
1112008
Ganesha: Black-box diagnosis of MapReduce systems
X Pan, J Tan, S Kavulya, R Gandhi, P Narasimhan
ACM SIGMETRICS Performance Evaluation Review 37 (3), 8-13, 2010
982010
Perturbed iterate analysis for asynchronous stochastic optimization
H Mania, X Pan, D Papailiopoulos, B Recht, K Ramchandran, MI Jordan
SIAM Journal on Optimization 27 (4), 2202-2229, 2017
922017
Mochi: Visual log-analysis based tools for debugging hadoop
J Tan, X Pan, S Kavulya, R Gandhi, P Narasimhan
Hot Topics in Cloud Computing (HotCloud), 2009
792009
Kahuna: Problem diagnosis for mapreduce-based cloud computing environments
J Tan, X Pan, E Marinelli, S Kavulya, R Gandhi, P Narasimhan
Network Operations and Management Symposium (NOMS), 112-119, 2010
742010
Parallel correlation clustering on big graphs
X Pan, D Papailiopoulos, S Oymak, B Recht, K Ramchandran, MI Jordan
Advances in Neural Information Processing Systems, 82-90, 2015
482015
Cyclades: Conflict-free asynchronous machine learning
X Pan, M Lam, S Tu, D Papailiopoulos, C Zhang, MI Jordan, ...
Advances in Neural Information Processing Systems, 2016, 2016
332016
Parallel double greedy submodular maximization
X Pan, S Jegelka, J Gonzalez, J Bradley, M Jordan
Advances in Neural Information Processing Systems 26, 2014
292014
Optimistic concurrency control for distributed unsupervised learning
X Pan, JE Gonzalez, S Jegelka, T Broderick, MI Jordan
Advances in Neural Information Processing Systems, 1403-1411, 2013
272013
Blind Men and the elephant: Piecing together Hadoop for diagnosis
X Pan, J Tan, S Kavulya, R Gandhi, P Narasimhan
International Symposium on Software Reliability Engineering (ISSRE), Mysuru …, 2009
182009
MLbase: A distributed machine learning wrapper
A Talwalkar, T Kraska, R Griffith, J Duchi, J Gonzalez, D Britz, X Pan, ...
Big Learning Workshop at NIPS, 2012
15*2012
Hemingway: modeling distributed optimization algorithms
X Pan, S Venkataraman, Z Tai, J Gonzalez
arXiv preprint arXiv:1702.05865, 2017
142017
ASDF: Automated online fingerpointing for Hadoop
K Bare, M Kasick, S Kavulya, E Marinelli, X Pan, J Tan, R Gandhi, ...
Technical Report CMU-PDL-08-104, Carnegie Mellon, 2008
11*2008
A cognitive system for adaptive decision making
X Pan, LN Teow, KH Tan, JHB Ang, GW Ng
Proceedings of the 15th International Conference on Information Fusion …, 2012
62012
Parallel machine learning using concurrency control
X Pan
UC Berkeley, 2017
12017
Structural change and interaction behavior in multimodal networks
LN Teow, X Pan, WH Chong, B Wei-Shan Toh, EP Lim, J Jiang, BW On
DSO National Laboratories Singapore, 2010
2010
Object recognition tools for educational robots
X Pan
2008
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論文 1–20