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Ali Ghodsi
Ali Ghodsi
Professor of Statistics and Computer Science, University of Waterloo
Verified email at uwaterloo.ca - Homepage
Title
Cited by
Cited by
Year
Apache spark: a unified engine for big data processing
M Zaharia, RS Xin, P Wendell, T Das, M Armbrust, A Dave, X Meng, ...
Communications of the ACM 59 (11), 56-65, 2016
29952016
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
4632006
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
4242018
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
3832011
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
3512019
Eventual consistency today: Limitations, extensions, and beyond
P Bailis, A Ghodsi
Communications of the ACM 56 (5), 55-63, 2013
317*2013
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
3082019
Dimensionality reduction a short tutorial
A Ghodsi
Department of Statistics and Actuarial Science, Univ. of Waterloo, Ontario …, 2006
2722006
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
2662014
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
2652017
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
2522013
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
2412018
Lakehouse: a new generation of open platforms that unify data warehousing and advanced analytics
M Armbrust, A Ghodsi, R Xin, M Zaharia
Proceedings of CIDR 8, 28, 2021
2232021
Free dolly: Introducing the world’s first truly open instruction-tuned llm
M Conover, M Hayes, A Mathur, J Xie, J Wan, S Shah, A Ghodsi, ...
Company Blog of Databricks, 2023
2202023
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
2072017
On challenges in machine learning model management
S Schelter, F Biessmann, T Januschowski, D Salinas, S Seufert, ...
2032015
Delta lake: high-performance ACID table storage over cloud object stores
M Armbrust, T Das, L Sun, B Yavuz, S Zhu, M Murthy, J Torres, ...
Proceedings of the VLDB Endowment 13 (12), 3411-3424, 2020
1892020
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
1802016
{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 (NSDI …, 2016
1702016
Symmetric replication for structured peer-to-peer systems
A Ghodsi, LO Alima, S Haridi
International Workshop on Databases, Information Systems, and Peer-to-Peer …, 2005
1662005
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