Balakrishnan Narayanaswamy

According to our database, Balakrishnan Narayanaswamy authored at least 49 papers between 2004 and 2024.

Collaborative distances:

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

2024

Stage: Query Execution Time Prediction in Amazon Redshift.

Ziniu Wu, Ryan Marcus, Zhengchun Liu, Parimarjan Negi, Vikram Nathan, Pascal Pfeil, Gaurav Saxena, Mohammad Rahman, Balakrishnan Narayanaswamy, Tim Kraska

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

Online Adaptive Anomaly Thresholding with Confidence Sequences.

Sophia Huiwen Sun, Abishek Sankararaman, Balakrishnan Narayanaswamy

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Forecasting Algorithms for Intelligent Resource Scaling: An Experimental Analysis.

Yanlei Diao, Dominik Horn, Andreas Kipf, Oleksandr Shchur, Ines Benito, Wenjian Dong, Davide Pagano, Pascal Pfeil, Vikram Nathan, Balakrishnan Narayanaswamy, 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

2023

Online Heavy-tailed Change-point detection.

Abishek Sankararaman, Balakrishnan Narayanaswamy

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Online robust non-stationary estimation.

Abishek Sankararaman, Balakrishnan Narayanaswamy

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Zero-Shot Learning for Joint Intent and Slot Labeling.

Rashmi Gangadharaiah, Balakrishnan Narayanaswamy

CoRR, 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

2021

Malware detection and classification using community detection and social network analysis.

Varshini Reddy, Naimisha Kolli, Balakrishnan Narayanaswamy

J. Comput. Virol. Hacking Tech., 2021

FirePlace: Placing Firecraker Virtual Machines with Hindsight Imitation.

Bharathan Balaji, Christopher Kakovitch, Balakrishnan Narayanaswamy

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

2020

Recursive Template-based Frame Generation for Task Oriented Dialog.

Rashmi Gangadharaiah, Balakrishnan Narayanaswamy

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Influence Maximization From Cascade Information Traces in Complex Networks in the Absence of Network Structure.

Naimisha Kolli, Balakrishnan Narayanaswamy

IEEE Trans. Comput. Soc. Syst., 2019

ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems.

Bharathan Balaji, Jordan Bell-Masterson, Enes Bilgin, Andreas C. Damianou, Pablo Moreno Garcia, Arpit Jain, Runfei Luo, Alvaro Maggiar, Balakrishnan Narayanaswamy, Chun Ye

CoRR, 2019

Joint Multiple Intent Detection and Slot Labeling for Goal-Oriented Dialog.

Rashmi Gangadharaiah, Balakrishnan Narayanaswamy

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Imitation-Regularized Offline Learning.

Yifei Ma, Yu-Xiang Wang, Balakrishnan Narayanaswamy

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Achieving Fluency and Coherency in Task-oriented Dialog.

Rashmi Gangadharaiah, Balakrishnan Narayanaswamy, Charles Elkan

CoRR, 2018

What we need to learn if we want to do and not just talk.

Rashmi Gangadharaiah, Balakrishnan Narayanaswamy, Charles Elkan

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

2015

Zodiac: Organizing Large Deployment of Sensors to Create Reusable Applications for Buildings.

Bharathan Balaji, Chetan Verma, Balakrishnan Narayanaswamy, Yuvraj Agarwal

Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Supervised learning based model for predicting variability-induced timing errors.

Xun Jiao, Abbas Rahimi, Balakrishnan Narayanaswamy, Hamed Fatemi, José Pineda de Gyvez, Rajesh K. Gupta

Proceedings of the IEEE 13th International New Circuits and Systems Conference, 2015

Truthful Interval Cover Mechanisms for Crowdsourcing Applications.

Pankaj Dayama, Balakrishnan Narayanaswamy, Dinesh Garg, Y. Narahari

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

SmartShift: Expanded Load Shifting Incentive Mechanism for Risk-Averse Consumers.

Bochao Shen, Balakrishnan Narayanaswamy, Ravi Sundaram

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

F1-Optimal Thresholding in the Multi-Label Setting.

Zachary Chase Lipton, Charles Elkan, Balakrishnan Narayanaswamy

CoRR, 2014

Learning to Re-rank for Interactive Problem Resolution and Query Refinement.

Rashmi Gangadharaiah, Balakrishnan Narayanaswamy, Charles Elkan

Proceedings of the SIGDIAL 2014 Conference, 2014

BuildingSherlock: fault management framework for HVAC systems: demo abstract.

Rizhen Zhang, Bharathan Balaji, Yan Zhang, Balakrishnan Narayanaswamy, Yuvraj Agarwal

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Data driven investigation of faults in HVAC systems with model, cluster and compare (MCC).

Balakrishnan Narayanaswamy, Bharathan Balaji, Rajesh K. Gupta, Yuvraj Agarwal

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Optimal Thresholding of Classifiers to Maximize F1 Measure.

Zachary Chase Lipton, Charles Elkan, Balakrishnan Narayanaswamy

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Estimating the wake losses in large wind farms: A machine learning approach.

Farah Japar, Sathyajith Mathew, Balakrishnan Narayanaswamy, Chee Ming Lim, Jagabondhu Hazra

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Unsupervised Focus Group Identification from Online Product Reviews.

Sneha Chaudhari, Rashmi Gangadharaiah, Balakrishnan Narayanaswamy

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Loss localisation in smart distribution networks.

Vijay Arya, Balakrishnan Narayanaswamy

Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014

Productive output in hierarchical crowdsourcing.

Swaprava Nath, Balakrishnan Narayanaswamy

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

A Multiarmed Bandit Incentive Mechanism for Crowdsourcing Demand Response in Smart Grids.

Shweta Jain, Balakrishnan Narayanaswamy, Y. Narahari

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Incentives for Information Sharing and Outcome Efforts in Networks

Swaprava Nath, Balakrishnan Narayanaswamy

CoRR, 2013

Optimal utilization of power transformers through virtual sensing.

Jagabondhu Hazra, Kaushik Das, Ashok Pon Kumar, Balakrishnan Narayanaswamy, Deva P. Seetharam, Nis Jespersen

Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Natural Language Query Refinement for Problem Resolution from Crowd-Sourced Semi-Structured Data.

Rashmi Gangadharaiah, Balakrishnan Narayanaswamy

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Congestion control of smart distribution grids using state estimation.

S. Abishek, Balakrishnan Narayanaswamy

Proceedings of the Fifth International Conference on Communication Systems and Networks, 2013

Online Optimization with Dynamic Temporal Uncertainty: Incorporating Short Term Predictions for Renewable Integration in Intelligent Energy Systems.

Vikas K. Garg, T. S. Jayram, Balakrishnan Narayanaswamy

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Prediction based storage management in the smart grid.

Balakrishnan Narayanaswamy, Vikas K. Garg, T. S. Jayram

Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Hedging strategies for renewable resource integration and uncertainty management in the smart grid.

Balakrishnan Narayanaswamy, T. S. Jayram, Voo Nyuk Yoong

Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

Learning to be energy-wise: discriminative methods for load disaggregation.

Dwi A. P. Rahayu, Balakrishnan Narayanaswamy, Shonali Krishnaswamy, Cyril Labbé, Deva P. Seetharam

Proceedings of the 3rd International Conference on Energy-Efficient Computing and Networking, 2012

Online optimization for the smart (micro) grid.

Balakrishnan Narayanaswamy, Vikas K. Garg, T. S. Jayram

Proceedings of the 3rd International Conference on Energy-Efficient Computing and Networking, 2012

2011

Iterative Cross-Entropy Encoding for Memory Systems with Stuck-At Errors.

Euiseok Hwang, Balakrishnan Narayanaswamy, Rohit Negi, B. V. K. Vijaya Kumar

Proceedings of the Global Communications Conference, 2011

2010

Robust lossy detection using sparse measurements: The regular case.

Balakrishnan Narayanaswamy, Rohit Negi, Pradeep K. Khosla

Proceedings of the IEEE International Symposium on Information Theory, 2010

2009

Robust detection of random variables using sparse measurements.

Balakrishnan Narayanaswamy, Rohit Negi, Pradeep K. Khosla

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

An analysis of the computational complexity of sequential decoding of specific tree codes over Gaussian channels.

Balakrishnan Narayanaswamy, Rohit Negi, Pradeep K. Khosla

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

2007

The sequential decoding metric for detection in sensor networks.

Balakrishnan Narayanaswamy, Yaron Rachlin, Rohit Negi, Pradeep K. Khosla

Proceedings of the IEEE International Symposium on Information Theory, 2007

2005

Extracting Additional Information from Gaussian Mixture Model Probabilities for Improved Text-Independent Speaker Identification.

Balakrishnan Narayanaswamy, Rashmi Gangadharaiah

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

A novel method for two-speaker segmentation.

Rashmi Gangadharaiah, Balakrishnan Narayanaswamy, Narayanaswamy Balakrishnan

Proceedings of the 8th International Conference on Spoken Language Processing, 2004