Adaptive Query Processing

• Output-Sensitive Evaluation of Regular Path Queries. [ arxiv ] Journal
  Mahmoud Abo Khamis, Ahmet Kara, Dan Olteanu, Dan Suciu.
  To appear in ACM PODS (PACMMOD Journal), June 2025.

• Demonstrating ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Joins via Reinforcement Learning. Demo
  Junxiong Wang, Mitchell E Gray, Immanuel Trummer, Ahmet Kara, Dan Olteanu.
  Proc. of VLDB Endow., August 2023.

• ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Joins via Reinforcement Learning. [ arxiv ] Journal
  Junxiong Wang, Immanuel Trummer, Ahmet Kara, Dan Olteanu.
  Proc. of VLDB Endow., August 2023.

ADOPT (Adaptively Optimizing Attribute Orders for Worst-Case Optimal Joins via Reinforcement Learning)

• Mahmoud Abo Khamis (RelationalAI)
• Dan Suciu (U Washington) on output-sensitive computation of regular path queries in graphs
• Immanuel Trummer (Cornell) on the ADOPT system