Ali Ghodsi
Ali Ghodsi
Professor of Statistics and Computer Science, University of Waterloo
Verified email at
TitleCited byYear
Automatic dimensionality selection from the scree plot via the use of profile likelihood
M Zhu, A Ghodsi
Computational Statistics & Data Analysis 51 (2), 918-930, 2006
Dimensionality reduction a short tutorial
A Ghodsi
Department of Statistics and Actuarial Science, Univ. of Waterloo, Ontario …, 2006
Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds
E Barshan, A Ghodsi, Z Azimifar, MZ Jahromi
Pattern Recognition 44 (7), 1357-1371, 2011
Choosy: Max-min fair sharing for datacenter jobs with constraints
A Ghodsi, M Zaharia, S Shenker, I Stoica
Proceedings of the 8th ACM European Conference on Computer Systems, 365-378, 2013
Distributed k-ary system: Algorithms for distributed hash tables
A Ghodsi
KTH-Royal Institute of Technology, 2006
Scalable atomic visibility with RAMP transactions
P Bailis, A Fekete, A Ghodsi, JM Hellerstein, I Stoica
ACM Transactions on Database Systems (TODS) 41 (3), 1-45, 2016
Hierarchical scheduling for diverse datacenter workloads
AA Bhattacharya, D Culler, E Friedman, A Ghodsi, S Shenker, I Stoica
Proceedings of the 4th annual Symposium on Cloud Computing, 1-15, 2013
Who should test whom?
S McDonald, HM Edwards
Communications of the ACM 50 (1), 66-71, 2007
Scaling spark in the real world: performance and usability
M Armbrust, T Das, A Davidson, A Ghodsi, A Or, J Rosen, I Stoica, ...
Proceedings of the VLDB Endowment 8 (12), 1840-1843, 2015
XML fever
E Wilde, RJ Glushko
Communications of the ACM 51 (7), 40-46, 2008
A berkeley view of systems challenges for ai
I Stoica, D Song, RA Popa, D Patterson, MW Mahoney, R Katz, ...
arXiv preprint arXiv:1712.05855, 2017
The potential dangers of causal consistency and an explicit solution
P Bailis, A Fekete, A Ghodsi, JM Hellerstein, I Stoica
Proceedings of the Third ACM Symposium on Cloud Computing, 1-7, 2012
{HUG}: Multi-Resource Fairness for Correlated and Elastic Demands
M Chowdhury, Z Liu, A Ghodsi, I Stoica
13th {USENIX} Symposium on Networked Systems Design and Implementation …, 2016
The missing piece in complex analytics: Low latency, scalable model management and serving with velox
D Crankshaw, P Bailis, JE Gonzalez, H Li, Z Zhang, MJ Franklin, A Ghodsi, ...
arXiv preprint arXiv:1409.3809, 2014
Cap for networks
A Panda, C Scott, A Ghodsi, T Koponen, S Shenker
Proceedings of the second ACM SIGCOMM workshop on Hot topics in software …, 2013
Mixture models for assessing differential expression in complex tissues using microarray data
D Ghosh
Bioinformatics 20 (11), 1663-1669, 2004
Automatic basis selection techniques for RBF networks
A Ghodsi, D Schuurmans
Neural Networks 16 (5-6), 809-816, 2003
Drizzle: Fast and adaptable stream processing at scale
S Venkataraman, A Panda, K Ousterhout, M Armbrust, A Ghodsi, ...
Proceedings of the 26th Symposium on Operating Systems Principles, 374-389, 2017
Efficient greedy feature selection for unsupervised learning
AK Farahat, A Ghodsi, MS Kamel
Knowledge and information systems 35 (2), 285-310, 2013
Kernelized supervised dictionary learning
MJ Gangeh, A Ghodsi, MS Kamel
IEEE Transactions on Signal Processing 61 (19), 4753-4767, 2013
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