Mayuresh Kunjir

According to our database, Mayuresh Kunjir authored at least 15 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Cross Modal Data Discovery over Structured and Unstructured Data Lakes.

Mohamed Y. Eltabakh, Mayuresh Kunjir, Ahmed K. Elmagarmid, Mohammad Shahmeer Ahmad

Proc. VLDB Endow., 2023

Optimizing Traffic Control with Model-Based Learning: A Pessimistic Approach to Data-Efficient Policy Inference.

Mayuresh Kunjir, Sanjay Chawla, Siddarth Chandrasekar, Devika Jay, Balaraman Ravindran

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Automated Annotations for AI Data and Model Transparency.

Saravanan Thirumuruganathan, Mayuresh Kunjir, Mourad Ouzzani, Sanjay Chawla

ACM J. Data Inf. Qual., 2022

Offline Reinforcement Learning for Road Traffic Control.

Mayuresh Kunjir, Sanjay Chawla

CoRR, 2022

2021

WIRE: Resource-efficient Scaling with Online Prediction for DAG-based Workflows.

Bing Xie, Qiang Cao, Mayuresh Kunjir, Linli Wan, Jeffrey S. Chase, Anirban Mandal, Mats Rynge

Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020

Speeding up AutoTuning of the Memory Management Options in Data Analytics.

Mayuresh Kunjir

Distributed Parallel Databases, 2020

Black or White? How to Develop an AutoTuner for Memory-based Analytics [Extended Version].

Mayuresh Kunjir, Shivnath Babu

CoRR, 2020

Black or White? How to Develop an AutoTuner for Memory-based Analytics.

Mayuresh Kunjir, Shivnath Babu

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

Automating Memory Management in Data Analytics.

Mayuresh Kunjir

PhD thesis, 2019

Guided Bayesian Optimization to AutoTune Memory-Based Analytics.

Mayuresh Kunjir

Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019

2017

Thoth in Action: Memory Management in Modern Data Analytics.

Mayuresh Kunjir, Shivnath Babu

Proc. VLDB Endow., 2017

ROBUS: Fair Cache Allocation for Data-parallel Workloads.

Mayuresh Kunjir, Brandon Fain, Kamesh Munagala, Shivnath Babu

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

2015

ROBUS: Fair Cache Allocation for Multi-tenant Data-parallel Workloads.

Mayuresh Kunjir, Brandon Fain, Kamesh Munagala, Shivnath Babu

CoRR, 2015

2014

Thoth: Towards Managing a Multi-System Cluster.

Mayuresh Kunjir, Prajakta Kalmegh, Shivnath Babu

Proc. VLDB Endow., 2014

2012

Peak power plays in database engines.

Mayuresh Kunjir, Puneet K. Birwa, Jayant R. Haritsa

Proceedings of the 15th International Conference on Extending Database Technology, 2012