Kumar Dheenadayalan

According to our database, Kumar Dheenadayalan authored at least 11 papers between 2014 and 2022.

Collaborative distances:

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

2022

Multimodal Neural Network for Demand Forecasting.

Kumar Dheenadayalan, Nitesh Kumar, Suprabath Reddy, Sumant Kulkarni

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Cost-Optimized Video Transfer using Real-Time Super Resolution Convolutional Neural Networks.

Ishaan Lodha, Lakshana Kolur, Keerthan Krishnan, Kumar Dheenadayalan, Dinkar Sitaram, Siddhartha Nandi

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

2018

Dynamic Control of Storage Bandwidth Using Double Deep Recurrent Q-Network.

Kumar Dheenadayalan, Gopalakrishnan Srinivasaraghavan, V. N. Muralidhara

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Self-tuning Filers - Overload Prediction and Preventive Tuning Using Pruned Random Forest.

Kumar Dheenadayalan, Gopalakrishnan Srinivasaraghavan, V. N. Muralidhara

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Policy Gradient Reinforcement Learning for I/O Reordering on Storage Servers.

Kumar Dheenadayalan, Gopalakrishnan Srinivasaraghavan, V. N. Muralidhara

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Pruning a Random Forest by Learning a Learning Algorithm.

Kumar Dheenadayalan, G. Srinivasaraghavan, V. N. Muralidhara

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

Simulator Prototyping Through Graphical Dependency Modeling.

Kumar Dheenadayalan, V. N. Muralidhara, G. Srinivasaraghavan

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

Filer Response Time Prediction Using Adaptively-Learned Forecasting Models Based on Counter Time Series Data.

Saurabh Deshpande, Kumar Dheenadayalan, G. Srinivasaraghavan, V. N. Muralidhara

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Storage Load Control Through Meta-Scheduler Using Predictive Analytics.

Kumar Dheenadayalan, V. N. Muralidhara, Gopalakrishnan Srinivasaraghavan

Proceedings of the Distributed Computing and Internet Technology, 2016

2014

Machine Learning in a Policy Driven Grid Environment.

Kumar Dheenadayalan, Maulik Shah, Abhishek Badjatya, Biswadeep Chatterjee

Proceedings of the Distributed Computing and Networking - 15th International Conference, 2014

Premonition of storage response class using Skyline ranked Ensemble method.

Kumar Dheenadayalan, V. N. Muralidhara, Pushpa Datla, G. Srinivasaraghavan, Maulik Shah

Proceedings of the 21st International Conference on High Performance Computing, 2014