Mjölnir: collecting trash in a demanding new world. - Zev Weiss; Sriram Subramanian; Swaminathan Sundararaman; Vinay Sridhar; Nisha Talagala; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (INFLOW@SOSP, 2015)

ECO: Harmonizing Edge and Cloud with ML/DL Orchestration. - Nisha Talagala; Swaminathan Sundararaman; Vinay Sridhar; Dulcardo Arteaga; Qianmei Luo; Sriram Subramanian; Sindhu Ghanta; Lior Khermosh; Drew S. Roselli (HotEdge, 2018)

Interpretability and Reproducability in Production Machine Learning Applications. - Sindhu Ghanta; Sriram Subramanian; Swaminathan Sundararaman; Lior Khermosh; Vinay Sridhar; Dulcardo Arteaga; Qianmei Luo; Dhananjoy Das; Nisha Talagala (ICMLA, 2018)

Model Governance: Reducing the Anarchy of Production ML. - Vinay Sridhar; Sriram Subramanian; Dulcardo Arteaga; Swaminathan Sundararaman; Drew S. Roselli; Nisha Talagala (USENIX ATC, 2018)