Making Scheduling "Cool": Temperature-Aware Workload Placement in Data Centers. - Justin D. Moore; Jeffrey S. Chase; Parthasarathy Ranganathan; Ratnesh K. Sharma (USENIX ATC, General Track, 2005)

Balance of Power: Dynamic Thermal Management for Internet Data Centers. - Ratnesh K. Sharma; Cullen E. Bash; Chandrakant D. Patel; Richard J. Friedrich; Jeffrey S. Chase (IEEE Internet Comput., 2005)

On building next generation data centers: energy flow in the information technology stack. - Ratnesh K. Sharma; Rocky Shih; Cullen E. Bash; Chandrakant D. Patel; Philip Varghese; Mohandas Mekanapurath; Sankaragopal Velayudhan; Manu Kumar V (Bangalore Compute Conf., 2008)

Collaborative Business Intelligence: Enabling Collaborative Decision Making in Enterprises. - Umeshwar Dayal; Ravigopal Vennelakanti; Ratnesh K. Sharma; Malú Castellanos; Ming C. Hao; Chandrakant D. Patel (OTM Conferences (1), 2008)

Data analysis, visualization and knowledge discovery in sustainable data centers. - Manish Marwah; Ratnesh K. Sharma; Rocky Shih; Chandrakant D. Patel; Vaibhav Bhatia; Mohandas Mekanapurath; Rajkumar Velumani; Sankaragopal Velayudhan (Bangalore Compute Conf., 2009)

Poster: Visual prediction of time series. - Ming C. Hao; Halldór Janetzko; Ratnesh K. Sharma; Umeshwar Dayal; Daniel A. Keim; Malú Castellanos (IEEE VAST, 2009)

Sustainable operation and management of data center chillers using temporal data mining. - Debprakash Patnaik; Manish Marwah; Ratnesh K. Sharma; Naren Ramakrishnan (KDD, 2009)

Mobile Visual Analytics for Datacenter Power and Cooling Management. - Ratnesh K. Sharma; Ming C. Hao; Ravigopal Vennelakanti; Manish Gupta; Umeshwar Dayal; Cullen E. Bash; Chandrakant D. Patel; Deepa Naik; A. Jayakumar; Sairabanu Z. Ganihar; Ramesh Munusamy; Vani Mohan (MobiCASE, 2009)

Visual analytics of anomaly detection in large data streams. - Ming C. Hao; Umeshwar Dayal; Daniel A. Keim; Ratnesh K. Sharma; Abhay Mehta (VDA, 2009)

CHAOS: A Data Stream Analysis Architecture for Enterprise Applications. - Chetan Gupta 001; Song Wang 001; Ismail Ari; Ming C. Hao; Umeshwar Dayal; Abhay Mehta; Manish Marwah; Ratnesh K. Sharma (CEC, 2009)

Assessing ICT's Environmental Impact. - Amip Shah; Tom Christian; Chandrakant D. Patel; Cullen E. Bash; Ratnesh K. Sharma (Computer, 2009)

Capacity planning and power management to exploit sustainable energy. - Daniel Gmach; Jerry Rolia; Cullen E. Bash; Yuan Chen 001; Tom Christian; Amip Shah; Ratnesh K. Sharma; Zhikui Wang (CNSM, 2010)

Data Mining for Modeling Chiller Systems in Data Centers. - Debprakash Patnaik; Manish Marwah; Ratnesh K. Sharma; Naren Ramakrishnan (IDA, 2010)

Visual analysis of frequent patterns in large time series. - Ming C. Hao; Manish Marwah; Halldor Janetzko; Daniel A. Keim; Umeshwar Dayal; Ratnesh K. Sharma; Debprakash Patnaik; Naren Ramakrishnan (IEEE VAST, 2010)

Impact analysis of maintenance policies on data center power infrastructure. - Gustavo Rau de Almeida Callou; Erica Sousa; Paulo Romero Martins Maciel; Eduardo Antonio Guimarães Tavares; Carlos Araújo; Bruno Silva 001; Nelson Souto Rosa; Manish Marwah; Ratnesh K. Sharma; Amip Shah; Tom Christian; Jose Paulo Pires; et al. (SMC, 2010)

ASTRO: A tool for dependability evaluation of Data Center infrastructures. - Bruno Silva 001; Paulo Romero Martins Maciel; Eduardo Antonio Guimarães Tavares; Carlos Araújo; Gustavo Rau de Almeida Callou; Erica Sousa; Nelson Souto Rosa; Manish Marwah; Ratnesh K. Sharma; Amip Shah; Tom Christian; Jose Paulo Pires (SMC, 2010)

Visual analytics of large multidimensional data using variable binned scatter plots. - Ming C. Hao; Umeshwar Dayal; Ratnesh K. Sharma; Daniel A. Keim; Halldor Janetzko (VDA, 2010)

Application of Visual Analytics for Thermal State Management in Large Data Centres. - Ming C. Hao; Ratnesh K. Sharma; Daniel A. Keim; Umeshwar Dayal; Chandrakant D. Patel; Ravigopal Vennelakanti (Comput. Graph. Forum, 2010)

Variable binned scatter plots. - Ming C. Hao; Umeshwar Dayal; Ratnesh K. Sharma; Daniel A. Keim; Halldor Janetzko (Inf. Vis., 2010)

Quantifying the sustainability impact of data center availability. - Manish Marwah; Paulo Romero Martins Maciel; Amip Shah; Ratnesh K. Sharma; Tom Christian; Virgílio A. F. Almeida; Carlos Araújo; Erica Sousa; Gustavo Rau de Almeida Callou; Bruno Silva 001; Sergio Mario Lins Galdino; Jose Paulo Pires (SIGMETRICS Perform. Evaluation Rev., 2010)

A holistic and optimal approach for data center cooling management. - Rongliang Zhou; Zhikui Wang; Cullen E. Bash; Alan A. McReynolds; Christopher Hoover; Rocky Shih; Niru Kumari; Ratnesh K. Sharma (ACC, 2011)

Visualizing frequent patterns in large multivariate time series. - Ming C. Hao; Manish Marwah; Halldór Janetzko; Ratnesh Sharma; Daniel A. Keim; Umeshwar Dayal; Debprakash Patnaik; Naren Ramakrishnan (Visualization and Data Analysis, 2011)

A Visual Analytics Approach for Peak-Preserving Prediction of Large Seasonal Time Series. - Ming C. Hao; Halldór Janetzko; Sebastian Mittelstädt; W. Hill; Umeshwar Dayal; Daniel A. Keim; Manish Marwah; Ratnesh K. Sharma (Comput. Graph. Forum, 2011)

Temporal data mining approaches for sustainable chiller management in data centers. - Debprakash Patnaik; Manish Marwah; Ratnesh K. Sharma; Naren Ramakrishnan (ACM Trans. Intell. Syst. Technol., 2011)

Microgrid operator's capacity and storage investment strategies under environmental regulations. - Yanyi He; Ratnesh K. Sharma; Xianjun Zhang (ISGT, 2012)

A framework for real-time power management of a grid-tied microgrid to extend battery lifetime and reduce cost of energy. - S. Ali Pourmousavi; Ratnesh K. Sharma; Babak Asghari (ISGT, 2012)

Optimal energy management of a rural microgrid system using multi-objective optimization. - Xianjun Zhang; Ratnesh K. Sharma; Yanyi He (ISGT, 2012)

Coordinated clustering algorithms to support charging infrastructure design for electric vehicles. - Marjan Momtazpour; Patrick Butler; Mahmud Shahriar Hossain; Mohammad Chehreghani Bozchalui; Naren Ramakrishnan; Ratnesh Sharma (UrbComp@KDD, 2012)

Visual exploration of frequent patterns in multivariate time series. - Ming C. Hao; Manish Marwah; Halldór Janetzko; Umeshwar Dayal; Daniel A. Keim; Debprakash Patnaik; Naren Ramakrishnan; Ratnesh K. Sharma (Inf. Vis., 2012)

Availability Evaluation of Micro-Grids for Resistant Power Supply During Natural Disasters. - Alexis Kwasinski; Vaidyanathan Krishnamurthy; Junseok Song; Ratnesh K. Sharma (IEEE Trans. Smart Grid, 2012)

Stochastic programming of vehicle to building interactions with uncertainty in PEVs driving for a medium office building. - Gonçalo Cardoso; Michael Stadler; Mohammad Chehreghani Bozchalui; Ratnesh Sharma; Chris Marnay; Ana Barbosa-Póvoa; Paulo Ferrão (IECON, 2013)

Microgrid generation expansion planning using agent-based simulation. - Yanyi He; Ratnesh K. Sharma (ISGT, 2013)

A novel cost-aware multi-objective energy management method for microgrids. - Ali Hooshmand; Babak Asghari; Ratnesh K. Sharma (ISGT, 2013)

Adaptive control of distributed generation for microgrid islanding. - Di Shi; Ratnesh Sharma; Yanzhu Ye (ISGT Europe, 2013)

Development and demonstration of power management of hybrid energy storage for PV integration. - Yanzhu Ye; Pawan Garg; Ratnesh Sharma (ISGT Europe, 2013)

Optimal sensor and actuator deployment for HVAC control system design. - Huazhen Fang; Ratnesh K. Sharma; Rakesh Patil (ACC, 2014)

Efficiency-driven control of dispatchable sources and storage units in hybrid energy systems. - Ali Hooshmand; Babak Asghari; Ratnesh K. Sharma (ACC, 2014)

An integrated power management strategy of hybrid energy storage for renewable application. - Yanzhu Ye; Ratnesh Sharma; Pawan Garg (IECON, 2014)

A new control scheme in a multi-battery management system for expanding microgrids. - Hamed Babazadeh; Babak Asghari; Ratnesh K. Sharma (ISGT, 2014)

Rolling Stochastic Optimization based operation of distribution systems with PVs and Energy Storages. - Mohammad Chehreghani Bozchalui; Chenrui Jin; Ratnesh K. Sharma (ISGT, 2014)

Quantifying the impact of battery constraints on microgrid operation using optimal control. - Rakesh Patil; Ratnesh K. Sharma (ISGT, 2014)

Charging and Storage Infrastructure Design for Electric Vehicles. - Marjan Momtazpour; Patrick Butler; Naren Ramakrishnan; Mahmud Shahriar Hossain; Mohammad Chehreghani Bozchalui; Ratnesh K. Sharma (ACM Trans. Intell. Syst. Technol., 2014)

A decentralized energy management system. - Ceyhun Eksin; Ali Hooshmand; Ratnesh K. Sharma (ECC, 2015)

A joint bidding and operation strategy for battery storage in multi-temporal energy markets. - Hossein Akhavan-Hejazi; Babak Asghari; Ratnesh K. Sharma (ISGT, 2015)

A decision tree based approach for microgrid islanding detection. - Riyasat Azim; Yongli Zhu; Hira Amna Saleem; Kai Sun 001; Fangxing Li 001; Di Shi; Ratnesh Sharma (ISGT, 2015)

Optimal battery pricing under uncertain demand management. - Yanyi He; Ratnesh K. Sharma; Mohammad Chehreghani Bozchalui (ISGT, 2015)

Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression. - Marjan Momtazpour; Jinghe Zhang; Saifur Rahman 001; Ratnesh K. Sharma; Naren Ramakrishnan (KDD, 2015)

A mixed-mode management system for grid scale energy storage units. - Babak Asghari; Rakesh Patil; Di Shi; Ratnesh K. Sharma (SmartGridComm, 2015)

SDP-based State Estimation of Multi-phase Active Distribution Networks using micro-PMUs. - Vahid Rasouli Disfani; Mohammad Chehreghani Bozchalui; Ratnesh K. Sharma (CoRR, 2015)

Multi-Timescale Power Management for Islanded Microgrids Including Storage and Demand Response. - S. Ali Pourmousavi; M. Hashem Nehrir; Ratnesh K. Sharma (IEEE Trans. Smart Grid, 2015)

Control strategy for islanded microgrid integrating renewable energy with storage and diesel generator. - Rabindra Maharjan; Feng Guo; Ratnesh Sharma (IAS, 2016)

A multi-layer optimal chiller operation management framework. - Yanzhu Ye; Ratnesh Sharma; Feng Guo (IAS, 2016)

BSS sizing and economic benefit analysis in grid-scale application. - Shankar Mohan; Ali Hooshmand; S. Ali Pourmousavi; Ratnesh Sharma (ISGT, 2016)

A novel algorithm to integrate battery Cyclic and Calendar agings within a single framework. - S. Ali Pourmousavi; Babak Asghari; Ratnesh K. Sharma (ISGT, 2016)

An autonomous Energy Management platform for resilient operation of microgrids. - Kiyoshi Nakayama; Ratnesh Sharma (SmartGridComm, 2016)

Dynamic Energy Management System for a Smart Microgrid. - Ganesh Kumar Venayagamoorthy; Ratnesh K. Sharma; Prajwal K. Gautam; Afshin Ahmadi (IEEE Trans. Neural Networks Learn. Syst., 2016)

Installing Electric Vehicle Charging Stations City-Scale: How Many and Where? - Marjan Momtazpour; Mohammad Chehreghani Bozchalui; Naren Ramakrishnan; Ratnesh Sharma (Computational Sustainability, 2016)

A data-driven demand charge management solution for behind-the-meter storage applications. - Ramin Moslemi; Ali Hooshmand; Ratnesh K. Sharma (ISGT, 2017)

A machine learning based demand charge management solution. - Ramin Moslemi; Ali Hooshmand; Ratnesh K. Sharma (ISGT Europe, 2017)

Conditioning Neural Networks: A Case Study of Electricity Load Forecasting. - Hossein Hosseini; Ali Hooshmand; Ratnesh Sharma (IEEE BigData, 2018)

Battery Degradation Temporal Modeling Using LSTM Networks. - Mehdi Assefi; Ali Hooshmand; Hossein Hosseini; Ratnesh Sharma (ICMLA, 2018)

Model predictive BESS control for demand charge management and PV-utilization improvement. - M. Ehsan Raoufat; Babak Asghari; Ratnesh K. Sharma (ISGT, 2018)

Demand Charge and Response with Energy Storage. - Kiyoshi Nakayama; Ratnesh Sharma (SmartGridComm, 2018)

illiad: InteLLigent Invariant and Anomaly Detection in Cyber-Physical Systems. - Nikhil Muralidhar; Chen Wang 044; Nathan Self; Marjan Momtazpour; Kiyoshi Nakayama; Ratnesh Sharma; Naren Ramakrishnan (ACM Trans. Intell. Syst. Technol., 2018)

Multivariate Long-Term State Forecasting in Cyber-Physical Systems: A Sequence to Sequence Approach. - Nikhil Muralidhar; Sathappan Muthiah; Kiyoshi Nakayama; Ratnesh Sharma; Naren Ramakrishnan (IEEE BigData, 2019)

Energy Predictive Models with Limited Data using Transfer Learning. - Ali Hooshmand; Ratnesh Sharma (e-Energy, 2019)

Data-Driven Day-Ahead PV Estimation Using Hybrid Deep Learning. - Yue Zhang 026; Chenrui Jin; Ratnesh K. Sharma; Anurag K. Srivastava 001 (IAS, 2019)

Coordination of PV Smart Inverters Using Deep Reinforcement Learning for Grid Voltage Regulation. - Changfu Li; Chenrui Jin; Ratnesh Sharma (ICMLA, 2019)

Detection of False Data Injection Attacks in Cyber-Physical Systems using Dynamic Invariants. - Kiyoshi Nakayama; Nikhil Muralidhar; Chenrui Jin; Ratnesh Sharma (ICMLA, 2019)

Transactive Energy Management with Blockchain Smart Contracts for P2P Multi-Settlement Markets. - Kiyoshi Nakayama; Ramin Moslemi; Ratnesh Sharma (ISGT, 2019)

BAFFLE : Blockchain based Aggregator Free Federated Learning. - Paritosh Ramanan; Kiyoshi Nakayama; Ratnesh Sharma (CoRR, 2019)

Stochastic Decision-Making Model for Aggregation of Residential Units with PV-Systems and Storages. - Hossein Khazaei; Ramin Moslemi; Ratnesh Sharma (CoRR, 2020)

Adaptive Traffic Control with Deep Reinforcement Learning: Towards State-of-the-art and Beyond. - Siavash Alemzadeh; Ramin Moslemi; Ratnesh Sharma; Mehran Mesbahi (CoRR, 2020)

Adaptive Health Monitoring of Second-Life Batteries. - Xiaofan Cui; Muhammad Aadil Khan; Surinder Singh; Ratnesh Sharma; Simona Onori (ACC, 2024)

Taking Second-life Batteries from Exhausted to Empowered using Experiments, Data Analysis, and Health Estimation. - Xiaofan Cui; Muhammad Aadil Khan; Gabriele Pozzato; Surinder Singh; Ratnesh Sharma; Simona Onori (CoRR, 2024)