Ali Ghodsi
Ali Ghodsi
Professor of Statistics and Computer Science, University of Waterloo
Verified email at - Homepage
Cited by
Cited by
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
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
Accelerating the machine learning lifecycle with MLflow.
M Zaharia, A Chen, A Davidson, A Ghodsi, SA Hong, A Konwinski, ...
IEEE Data Eng. Bull. 41 (4), 39-45, 2018
Sentiment analysis based on improved pre-trained word embeddings
SM Rezaeinia, R Rahmani, A Ghodsi, H Veisi
Expert Systems with Applications 117, 139-147, 2019
Dimensionality reduction a short tutorial
A Ghodsi
Department of Statistics and Actuarial Science, Univ. of Waterloo, Ontario …, 2006
Coordination avoidance in database systems (Extended version)
P Bailis, A Fekete, MJ Franklin, A Ghodsi, JM Hellerstein, I Stoica
arXiv preprint arXiv:1402.2237, 2014
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
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
Deep learning enables de novo peptide sequencing from data-independent-acquisition mass spectrometry
NH Tran, R Qiao, L Xin, X Chen, C Liu, X Zhang, B Shan, A Ghodsi, M Li
Nature methods 16 (1), 63-66, 2019
{GRASS}: Trimming stragglers in approximation analytics
G Ananthanarayanan, MCC Hung, X Ren, I Stoica, A Wierman, M Yu
11th {USENIX} Symposium on Networked Systems Design and Implementation …, 2014
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
Structured streaming: A declarative api for real-time applications in apache spark
M Armbrust, T Das, J Torres, B Yavuz, S Zhu, R Xin, A Ghodsi, I Stoica, ...
Proceedings of the 2018 International Conference on Management of Data, 601-613, 2018
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
Symmetric replication for structured peer-to-peer systems
A Ghodsi, LO Alima, S Haridi
DBISP2P 5 (06), 74-85, 2005
Distributed k-ary system: Algorithms for distributed hash tables
A Ghodsi
KTH, 2006
{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
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
On challenges in machine learning model management
S Schelter, F Biessmann, T Januschowski, D Salinas, S Seufert, ...
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
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
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