Not All GPUs Are Created Equal: Characterizing Variability in Large-Scale, Accelerator-Rich Systems. - Prasoon Sinha; Akhil Guliani; Rutwik Jain; Brandon Tran; Matthew D. Sinclair; Shivaram Venkataraman (SC, 2022)

Fifty Years of ISCA: A data-driven retrospective on key trends. - Gaurang Upasani; Matthew D. Sinclair; Adrian Sampson; Parthasarathy Ranganathan; David A. Patterson 001; Shaan Shah; Nidhi Parthasarathy; Rutwik Jain (CoRR, 2023)

Fifty Years of the International Symposium on Computer Architecture: A Data-Driven Retrospective. - Matthew D. Sinclair; Parthasarathy Ranganathan; Gaurang Upasani; Adrian Sampson; David A. Patterson 001; Rutwik Jain; Nidhi Parthasarathy; Shaan Shah (IEEE Micro, 2023)

PAL: A Variability-Aware Policy for Scheduling ML Workloads in GPU Clusters. - Rutwik Jain; Brandon Tran; Keting Chen; Matthew D. Sinclair; Shivaram Venkataraman (SC, 2024)