Xinghao Pan
Xinghao Pan
Senior Research Scientist @ DSO National Laboratories
Verified email at dso.org.sg - Homepage
TitleCited byYear
Revisiting distributed synchronous SGD
J Chen, X Pan, R Monga, S Bengio, R Jozefowicz
arXiv preprint arXiv:1604.00981, 2016
2812016
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
1492013
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 c, 2012
1342012
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
1142008
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
982017
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
972010
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
492015
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
392016
Parallel double greedy submodular maximization
X Pan, S Jegelka, J Gonzalez, J Bradley, M Jordan
Advances in Neural Information Processing Systems 26, 2014
322014
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 c, 2009
182009
Hemingway: modeling distributed optimization algorithms
X Pan, S Venkataraman, Z Tai, J Gonzalez
arXiv preprint arXiv:1702.05865, 2017
162017
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
16*2012
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
12*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 c, 2012
82012
Parallel machine learning using concurrency control
X Pan
UC Berkeley, 2017
12017
Twitter homophily: Network based prediction of userfs occupation
J Pan, R Bhardwaj, W Lu, HL Chieu, X Pan, NY Puay
Proceedings of the 57th Conference of the Association for Computational c, 2019
2019
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
The system can't perform the operation now. Try again later.
Articles 1–20