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Xing-Hao Pan · SciRah

Researcher profile · Semantic Scholar

Xing-Hao Pan

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Xing-Hao Pan — researcher profile on SciRah

h-index: 15
Works: 27
Citations: 2,041

Most-cited papers

Revisiting Distributed Synchronous SGD
Xing-Hao Pan, Jian-Min Chen, Rajat Monga, Samy Bengio +1 more
2016arXiv.org860 citations
Semantic Scholar
Perturbed Iterate Analysis for Asynchronous Stochastic Optimization
Horia Mania, Xing-Hao Pan, Dimitris Papailiopoulos, B. Recht +2 more
2015SIAM Journal on Optimization254 citations Open access
Semantic Scholar
MLI: An API for Distributed Machine Learning
E. Sparks, A. Talwalkar, Virginia Smith, Jey Kottalam +5 more
20132013 IEEE 13th International Conference on Data Mining206 citations
Semantic Scholar
SALSA: Analyzing Logs as StAte Machines
Jiaqi Tan, Xing-Hao Pan, Soila Kavulya, R. Gandhi +1 more
2008WASL121 citations
Semantic Scholar
Ganesha: blackBox diagnosis of MapReduce systems
Xing-Hao Pan, Jiaqi Tan, Soila Kavulya, R. Gandhi +1 more
2010PERV96 citations
Semantic Scholar
Parallel Correlation Clustering on Big Graphs
Xing-Hao Pan, Dimitris Papailiopoulos, Samet Oymak, B. Recht +2 more
2015Neural Information Processing Systems90 citations
Semantic Scholar
Mochi: Visual Log-Analysis Based Tools for Debugging Hadoop
Jiaqi Tan, Xing-Hao Pan, Soila Kavulya, R. Gandhi +1 more
2009USENIX Workshop on Hot Topics in Cloud Computing79 citations
Semantic Scholar
Kahuna: Problem diagnosis for Mapreduce-based cloud computing environments
Jiaqi Tan, Xing-Hao Pan, E. Marinelli, Soila Kavulya +2 more
2010IEEE/IFIP Network Operations and Management Symposium71 citations
Semantic Scholar
Cyclades: Conflict-free Asynchronous Machine Learning
Xing-Hao Pan, Maximilian Lam, Stephen Tu, Dimitris Papailiopoulos +5 more
2016Neural Information Processing Systems63 citations
Semantic Scholar
Parallel Double Greedy Submodular Maximization
Xing-Hao Pan, S. Jegelka, Joseph E. Gonzalez, Joseph K. Bradley +1 more
2014Neural Information Processing Systems41 citations
Semantic Scholar
Optimistic Concurrency Control for Distributed Unsupervised Learning
Xing-Hao Pan, Joseph E. Gonzalez, S. Jegelka, Tamara Broderick +1 more
2013Neural Information Processing Systems35 citations
Semantic Scholar
Hemingway: Modeling Distributed Optimization Algorithms
Xing-Hao Pan, S. Venkataraman, Zizheng Tai, Joseph E. Gonzalez
2017arXiv.org27 citations
Semantic Scholar
Twitter Homophily: Network Based Prediction of User’s Occupation
Jiaqi Pan, Rishabh Bhardwaj, Wei Lu, Hai Leong Chieu +2 more
2019Annual Meeting of the Association for Computational Linguistics24 citations Open access
Semantic Scholar
The Blind Men and the Elephant: Piecing Together Hadoop for Diagnosis
Xing-Hao Pan
200915 citations
Semantic Scholar
Ganesha: Black-Box Fault Diagnosis for MapReduce Systems (CMU-PDL-08-112)
Xing-Hao Pan, Jiaqi Tan, Soila Kavulya, R. Gandhi +1 more
200815 citations
Semantic Scholar
MLbase : A Distributed Machine Learning Wrapper
A. Talwalkar, Tim Kraska, Rean Griffith, John C. Duchi +8 more
201212 citations
Semantic Scholar
ASDF: An Automated, Online Framework for Diagnosing Performance Problems
Keith A. Bare, Soila Kavulya, Jiaqi Tan, Xing-Hao Pan +4 more
2009Workshop on Algorithms and Data Structures9 citations
Semantic Scholar
SALSA: Analyzing Logs as StAte Machines (CMU-PDL-08-111)
Jiaqi Tan, Xing-Hao Pan, Soila Kavulya, R. Gandhi +1 more
20088 citations
Semantic Scholar
ASDF: Automated, Online Fingerpointing for Hadoop (CMU-PDL-08-104)
Keith A. Bare, Michael P. Kasick, Soila Kavulya, E. Marinelli +4 more
20086 citations
Semantic Scholar
Scaling up Correlation Clustering through Parallelism and Concurrency Control
Xing-Hao Pan, Dimitris Papailiopoulos, B. Recht, K. Ramchandran +1 more
20145 citations
Semantic Scholar
Mochi: Visual Log-Analysis Based Tools for Debugging Hadoop (CMU-PDL-09-103)
Jie Tan, Xing-Hao Pan, Soila Kavulya, R. Gandhi +1 more
20094 citations
Semantic Scholar
Parallel Machine Learning Using Concurrency Control
Xing-Hao Pan
20173 citations
Semantic Scholar
Fingerpointing for Hadoop ( CMU-PDL-08-104 )
Michael P. Kasick, Soila Kavulya, E. Marinelli, Xing-Hao Pan +3 more
20150 citations
Semantic Scholar
Conditions for Convergence in Regularized Machine Learning Objectives
Patrick Hop, Xing-Hao Pan
2013arXiv.org0 citations
Semantic Scholar
Blind Men and the Elephant : Piecing Together Hadoop for Diagnosis
Xing-Hao Pan, Jiaqi Tan, Soila M. Pertet, R. Gandhi +1 more
20090 citations
Semantic Scholar
A S D F : Automated, Online Fingerpointing for Hadoop1
Keith A. Bare, Michael P. Kasick, Soila Kavulya, E. Marinelli +4 more
20080 citations
Semantic Scholar
SALSA : A nalyzing Logs as StAte Machines
Jiaqi Tan, Xing-Hao Pan, Soila Kavulya, R. Gandhi +1 more
20080 citations
Semantic Scholar

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