Sotabase

Career

· Director (Information Exploitation), DSO National Laboratories2024–
· Intern, Google2016–
· PhD Student, University of California Berkeley2012–

Publications (28)

Perturbed Iterate Analysis for Asynchronous Stochastic Optimization
SIAM Journal on Optimization · 2015
244
cited
MLI: An API for Distributed Machine Learning
2013 IEEE 13th International Conference on Data Mining · 2013
206
cited
City-scale traffic estimation from a roving sensor network
ACM International Conference on Embedded Networked Sensor Systems · 2012
172
cited
SALSA: Analyzing Logs as StAte Machines
WASL · 2008
122
cited
Ganesha: blackBox diagnosis of MapReduce systems
PERV · 2010
96
cited
Parallel Correlation Clustering on Big Graphs
Neural Information Processing Systems · 2015
86
cited
Mochi: Visual Log-Analysis Based Tools for Debugging Hadoop
USENIX Workshop on Hot Topics in Cloud Computing · 2009
79
cited
Kahuna: Problem diagnosis for Mapreduce-based cloud computing environments
IEEE/IFIP Network Operations and Management Symposium · 2010
72
cited
Cyclades: Conflict-free Asynchronous Machine Learning
Neural Information Processing Systems · 2016
63
cited
Parallel Double Greedy Submodular Maximization
Neural Information Processing Systems · 2014
40
cited
Optimistic Concurrency Control for Distributed Unsupervised Learning
Neural Information Processing Systems · 2013
35
cited
Hemingway: Modeling Distributed Optimization Algorithms
arXiv.org · 2017
27
cited
Twitter Homophily: Network Based Prediction of User’s Occupation
Annual Meeting of the Association for Computational Linguistics · 2019
23
cited
The Blind Men and the Elephant: Piecing Together Hadoop for Diagnosis
2009
16
cited
Ganesha: Black-Box Fault Diagnosis for MapReduce Systems (CMU-PDL-08-112)
2008
15
cited
MLbase : A Distributed Machine Learning Wrapper
2012
12
cited
ASDF: An Automated, Online Framework for Diagnosing Performance Problems
Workshop on Algorithms and Data Structures · 2009
9
cited
SALSA: Analyzing Logs as StAte Machines (CMU-PDL-08-111)
2008
8
cited
ASDF: Automated, Online Fingerpointing for Hadoop (CMU-PDL-08-104)
2008
6
cited
Scaling up Correlation Clustering through Parallelism and Concurrency Control
2014
5
cited
Sotabase
Xinghao Pan | Researcher Profile | Sotabase | Sotabase