Replicated Layout for In-Memory Database Systems. - Sivaprasad Sudhir; Michael J. Cafarella; Samuel Madden 001 (Proc. VLDB Endow., 2021)

Self-Organizing Data Containers. - Samuel Madden 001; Jialin Ding 001; Tim Kraska; Sivaprasad Sudhir; David E. Cohen; Timothy G. Mattson; Nesime Tatbul (CIDR, 2022)

Pando: Enhanced Data Skipping with Logical Data Partitioning. - Sivaprasad Sudhir; Wenbo Tao; Nikolay Pavlovich Laptev; Cyrille Habis; Michael J. Cafarella; Samuel Madden 001 (Proc. VLDB Endow., 2023)

Learning Bit Allocations for Z-Order Layouts in Analytic Data Systems. - Jenny Gao; Jialin Ding 001; Sivaprasad Sudhir; Samuel Madden 001 (aiDM@SIGMOD, 2024)

Abacus: A Cost-Based Optimizer for Semantic Operator Systems. - Matthew Russo; Sivaprasad Sudhir; Gerardo Vitagliano; Chunwei Liu; Tim Kraska; Samuel Madden 001; Michael J. Cafarella (CoRR, 2025)

KramaBench: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes. - Eugenie Lai; Gerardo Vitagliano; Ziyu Zhang 002; Sivaprasad Sudhir; Om Chabra; Anna Zeng; Anton A. Zabreyko; Chenning Li; Ferdi Kossmann; Jialin Ding 001; Jun Chen; Markos Markakis; et al. (CoRR, 2025)