PerpLE: Improving the Speed and Effectiveness of Memory Consistency Testing. - Themis Melissaris; Markos Markakis; Kelly A. Shaw 001; Margaret Martonosi (MICRO, 2020)

TreeLine: An Update-In-Place Key-Value Store for Modern Storage. - Geoffrey X. Yu; Markos Markakis; Andreas Kipf; Per-Åke Larson; Umar Farooq Minhas; Tim Kraska (Proc. VLDB Endow., 2022)

Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes. - Tim Kraska; Tianyu Li 001; Samuel Madden 001; Markos Markakis; Amadou Ngom; Ziniu Wu; Geoffrey X. Yu (Proc. VLDB Endow., 2023)

Press ECCS to Doubt (Your Causal Graph). - Markos Markakis; Ziyu Zhang 002; Rana Shahout; Trinity Gao; Chunwei Liu; Ibrahim Sabek; Michael J. Cafarella (GUIDE-AI@SIGMOD, 2024)

Sawmill: From Logs to Causal Diagnosis of Large Systems. - Markos Markakis; An Bo Chen; Brit Youngmann; Trinity Gao; Ziyu Zhang 002; Rana Shahout; Peter Baile Chen; Chunwei Liu; Ibrahim Sabek; Michael J. Cafarella (SIGMOD Conference Companion, 2024)

Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD - Extended Version. - Geoffrey X. Yu; Ziniu Wu; Ferdi Kossmann; Tianyu Li 001; Markos Markakis; Amadou Ngom; Samuel Madden 001; Tim Kraska (CoRR, 2024)

Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD. - Geoffrey X. Yu; Ziniu Wu; Ferdinand Kossmann; Tianyu Li 001; Markos Markakis; Amadou Latyr Ngom; Samuel Madden 001; Tim Kraska (Proc. VLDB Endow., 2024)

From Logs to Causal Inference: Diagnosing Large Systems. - Markos Markakis; Brit Youngmann; Trinity Gao; Ziyu Zhang 002; Rana Shahout; Peter Baile Chen; Chunwei Liu; Ibrahim Sabek; Michael J. Cafarella (Proc. VLDB Endow., 2024)

CausaLens: A System for Summarizing Causal DAGs. - Noam Chen; Anna Zeng; Michael J. Cafarella; Batya Kenig; Markos Markakis; Oren Mishali; Brit Youngmann; Babak Salimi (SIGMOD Conference Companion, 2025)

Virtualizing Cloud Data Infrastructures with BRAD. - Geoffrey X. Yu; Ziniu Wu; Ferdi Kossmann; Tianyu Li 001; Markos Markakis; Amadou Ngom; Sophie Zhang; Tim Kraska; Samuel Madden 001 (SIGMOD Conference Companion, 2025)

Improving DBMS Scheduling Decisions with Fine-grained Performance Prediction on Concurrent Queries - Extended. - Ziniu Wu; Markos Markakis; Chunwei Liu; Peter Baile Chen; Balakrishnan Narayanaswamy; Tim Kraska; Samuel Madden 001 (CoRR, 2025)

Causal DAG Summarization. - Anna Zeng; Michael J. Cafarella; Batya Kenig; Markos Markakis; Brit Youngmann; Babak Salimi (Proc. VLDB Endow., 2025)

Causal DAG Summarization (Full Version). - Anna Zeng; Michael J. Cafarella; Batya Kenig; Markos Markakis; Brit Youngmann; Babak Salimi (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)