Vikramank Y. Singh

According to our database, Vikramank Y. Singh authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

Intelligent Scaling in Amazon Redshift.

Vikram Nathan, Vikramank Y. Singh, Zhengchun Liu, Mohammad Rahman, Andreas Kipf, Dominik Horn, Davide Pagano, Gaurav Saxena, Balakrishnan Narayanaswamy, Tim Kraska

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

Vista: Machine Learning based Database Performance Troubleshooting Framework in Amazon RDS.

Vikramank Y. Singh, Zhao Song, Balakrishnan (Murali) Narayanaswamy, Kapil Eknath Vaidya, Tim Kraska

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

Panda: Performance Debugging for Databases using LLM Agents.

Vikramank Y. Singh, Kapil Vaidya, Vinayshekhar Bannihatti Kumar, Sopan Khosla, Balakrishnan Narayanaswamy, Rashmi Gangadharaiah, Tim Kraska

Proceedings of the 14th Conference on Innovative Data Systems Research, 2024

2022

Predict-and-Critic: Accelerated End-to-End Predictive Control for Cloud Computing through Reinforcement Learning.

Kaustubh Sridhar, Vikramank Y. Singh, Balakrishnan Narayanaswamy, Abishek Sankararaman

CoRR, 2022

FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers.

Abishek Sankararaman, Balakrishnan Narayanaswamy, Vikramank Y. Singh, Zhao Song

Proceedings of the International Conference on Machine Learning, 2022