62 citations · 89 across the 4 of their papers we have counts for
4 papers
Cross Modal Data Discovery over Structured and Unstructured Data Lakes
Mohamed Y. Eltabakh, Mayuresh Kunjir, Ahmed Elmagarmid +1
Organizations are collecting increasingly large amounts of data for data driven decision making. These data are often dumped into a centralized repository, e.g., a data lake, consi…
Offline Reinforcement Learning for Road Traffic Control
Mayuresh Kunjir, Sanjay Chawla
Traffic signal control is an important problem in urban mobility with a significant potential of economic and environmental impact. While there is a growing interest in Reinforceme…
Black or White? How to Develop an AutoTuner for Memory-based Analytics [Extended Version]
Mayuresh Kunjir, Shivnath Babu
There is a lot of interest today in building autonomous (or, self-driving) data processing systems. An emerging school of thought is to leverage AI-driven "black box" algorithms fo…
ROBUS: Fair Cache Allocation for Multi-tenant Data-parallel Workloads
Mayuresh Kunjir, Brandon Fain, Kamesh Munagala +1
Systems for processing big data---e.g., Hadoop, Spark, and massively parallel databases---need to run workloads on behalf of multiple tenants simultaneously. The abundant disk-base…