Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Fusing Adds and Shifts for Efficient Dot Products Pavel Golikov, Karthik Ganesan, Gennady Pekhimenko, and Mark C. Jeffrey. IEEE Computer Architecture Letters, 25(1), pp. 33-36, 2026. [DOI]

Conference Papers

GPUPool: A Holistic Approach to Fine-Grained GPU Sharing in the Cloud Xiaodan Serina Tan, Pavel Golikov, Nandita Vijaykumar, Gennady Pekhimenko. PACT 2022, pp. 317-332. [DOI]
Habitat: A Runtime-Based Computational Performance Predictor for Deep Neural Network Training Geoffrey X. Yu, Yubo Gao, Pavel Golikov, Gennady Pekhimenko. USENIX ATC 2021, pp. 503-521. [Paper]

Master’s Thesis

FlexIoT — Master’s Thesis, University of Toronto, 2022. [PDF]