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Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.

P. Kraft, D. Kang, D. Narayanan, S. Palkar, P. Bailis, and M. Zaharia. MLSys, mlsys.org, (2020)

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Silvia Zaharia

Zaharia Popovici

Matei Istoan

Silke Mateika

Ilie Matei

Other publications of authors with the same name

Large Scale Estimation in Cyberphysical Systems using Streaming Data: a Case Study with Smartphone TracesT. Hunter, T. Das, M. Zaharia, P. Abbeel, and A. Bayen. CoRR, (2012)Optimizing Cache Performance for Graph Analytics.Y. Zhang, V. Kiriansky, C. Mendis, M. Zaharia, and S. Amarasinghe. CoRR, (2016)Approximate Selection with Guarantees using Proxies.D. Kang, E. Gan, P. Bailis, T. Hashimoto, and M. Zaharia. Proc. VLDB Endow., 13 (11): 1990-2003 (2020)Weld: Rethinking the Interface Between Data-Intensive Applications.S. Palkar, J. Thomas, D. Narayanan, A. Shanbhag, R. Palamuttam, H. Pirk, M. Schwarzkopf, S. Amarasinghe, S. Madden, and M. Zaharia. CoRR, (2017)Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks.D. Kang, X. Li, I. Stoica, C. Guestrin, M. Zaharia, and T. Hashimoto. CoRR, (2023)Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems.L. Chen, J. Davis, B. Hanin, P. Bailis, I. Stoica, M. Zaharia, and J. Zou. CoRR, (2024)Did the Model Change? Efficiently Assessing Machine Learning API Shifts.L. Chen, T. Cai, M. Zaharia, and J. Zou. CoRR, (2021)Proof: Accelerating Approximate Aggregation Queries with Expensive Predicates.D. Kang, J. Guibas, P. Bailis, T. Hashimoto, Y. Sun, and M. Zaharia. CoRR, (2021)A Polystore Based Database Operating System (DBOS).M. Cafarella, D. DeWitt, V. Gadepally, J. Kepner, C. Kozyrakis, T. Kraska, M. Stonebraker, and M. Zaharia. Poly/DMAH@VLDB, volume 12633 of Lecture Notes in Computer Science, page 3-24. Springer, (2020)The Datacenter Needs an Operating System.M. Zaharia, B. Hindman, A. Konwinski, A. Ghodsi, A. Joseph, R. Katz, S. Shenker, and I. Stoica. HotCloud, USENIX Association, (2011)

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Disambiguation of "Zaharia, Matei"

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Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.

Please choose a person to relate this publication to

Silvia Zaharia

Zaharia Popovici

Matei Istoan

Silke Mateika

Ilie Matei

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Zaharia, Matei"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.

Please choose a person to relate this publication to

Silvia Zaharia

Zaharia Popovici

Matei Istoan

Silke Mateika

Ilie Matei

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.