@inproceedings {232987, author = {Sindhu Ghanta and Sriram Subramanian and Lior Khermosh and Harshil Shah and Yakov Goldberg and Swaminathan Sundararaman and Drew Roselli and Nisha Talagala}, title = {{MPP}: Model Performance Predictor}, booktitle = {2019 USENIX Conference on Operational Machine Learning (OpML 19)}, year = {2019}, isbn = {978-1-939133-00-7}, address = {Santa Clara, CA}, pages = {23--25}, url = {https://www.usenix.org/conference/opml19/presentation/ghanta}, publisher = {USENIX Association}, month = may } @inproceedings {216773, author = {Nisha Talagala and Swaminathan Sundararaman and Vinay Sridhar and Dulcardo Arteaga and Qianmei Luo and Sriram Subramanian and Sindhu Ghanta and Lior Khermosh and Drew Roselli}, title = {{ECO}: Harmonizing Edge and Cloud with {ML/DL} Orchestration}, booktitle = {USENIX Workshop on Hot Topics in Edge Computing (HotEdge 18)}, year = {2018}, address = {Boston, MA}, url = {https://www.usenix.org/conference/hotedge18/presentation/talagala}, publisher = {USENIX Association}, month = jul } @inproceedings {216047, author = {Vinay Sridhar and Sriram Subramanian and Dulcardo Arteaga and Swaminathan Sundararaman and Drew Roselli and Nisha Talagala}, title = {Model Governance: Reducing the Anarchy of Production {ML}}, booktitle = {2018 USENIX Annual Technical Conference (USENIX ATC 18)}, year = {2018}, isbn = {978-1-939133-01-4}, address = {Boston, MA}, pages = {351--358}, url = {https://www.usenix.org/conference/atc18/presentation/sridhar}, publisher = {USENIX Association}, month = jul } @inproceedings {271384, author = {Drew Roselli and Jacob R. Lorch and Thomas E. Anderson}, title = {A Comparison of File System Workloads}, booktitle = {2000 USENIX Annual Technical Conference (USENIX ATC 00)}, year = {2000}, address = {San Diego, CA}, url = {https://www.usenix.org/conference/2000-usenix-annual-technical-conference/comparison-file-system-workloads}, publisher = {USENIX Association}, month = jun }