Kumar Dheenadayalan

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 10

Top Topics

Predictive Analytics

Demand Forecasting

Convolutional Neural Networks

Ensemble Classifier

Top Venues

Publications

Kumar Dheenadayalan, Nitesh Kumar, Suprabath Reddy, Sumant Kulkarni
Multimodal Neural Network for Demand Forecasting. ICONIP (3) (2022)
Ishaan Lodha, Lakshana Kolur, Keerthan Krishnan, Kumar Dheenadayalan, Dinkar Sitaram, Siddhartha Nandi
Cost-Optimized Video Transfer using Real-Time Super Resolution Convolutional Neural Networks. COMAD/CODS (2022)
Nitesh Kumar, Kumar Dheenadayalan, Suprabath Reddy, Sumant Kulkarni
Multimodal Neural Network For Demand Forecasting. CoRR (2022)
Kumar Dheenadayalan, Gopalakrishnan Srinivasaraghavan, V. N. Muralidhara
Dynamic Control of Storage Bandwidth Using Double Deep Recurrent Q-Network. ICONIP (7) (2018)
Kumar Dheenadayalan, Gopalakrishnan Srinivasaraghavan, V. N. Muralidhara
Self-tuning Filers - Overload Prediction and Preventive Tuning Using Pruned Random Forest. PAKDD (2) (2017)
Kumar Dheenadayalan, Gopalakrishnan Srinivasaraghavan, V. N. Muralidhara
Policy Gradient Reinforcement Learning for I/O Reordering on Storage Servers. ICONIP (1) (2017)
Saurabh Deshpande, Kumar Dheenadayalan, G. Srinivasaraghavan, V. N. Muralidhara
Filer Response Time Prediction Using Adaptively-Learned Forecasting Models Based on Counter Time Series Data. ICMLA (2016)
Kumar Dheenadayalan, V. N. Muralidhara, G. Srinivasaraghavan
Simulator Prototyping Through Graphical Dependency Modeling. MLDM (2016)
Kumar Dheenadayalan, G. Srinivasaraghavan, V. N. Muralidhara
Pruning a Random Forest by Learning a Learning Algorithm. MLDM (2016)
Kumar Dheenadayalan, V. N. Muralidhara, Gopalakrishnan Srinivasaraghavan
Storage Load Control Through Meta-Scheduler Using Predictive Analytics. ICDCIT (2016)
Kumar Dheenadayalan, Maulik Shah, Abhishek Badjatya, Biswadeep Chatterjee
Machine Learning in a Policy Driven Grid Environment. ICDCN (2014)
Kumar Dheenadayalan, V. N. Muralidhara, Pushpa Datla, G. Srinivasaraghavan, Maulik Shah
Premonition of storage response class using Skyline ranked Ensemble method. HiPC (2014)