# Eun Kyung (Eun Kyung) Lee

## contact information

Hybrid Cloud Infrastructure, Software Defined Network

IBM T. J. Watson Research Laboratory

+19149452413

IBM T. J. Watson Research Laboratory

+19149452413

## links

**2018**

A study on cross-architectural modelling of power con- sumption using neural network

M. Puzovic, E. K. Lee, V. Elisseev

M. Puzovic, E. K. Lee, V. Elisseev

*International Supercomputing Conference on High Performance Computing (ISC-HPC)*, 2018
Learning temporal evolution of probability distribution with Recurrent Neural Network

Kyongmin Yeo, Igor Melnyk, Nam Nguyen, Eun Kyung Lee

2018

Abstract time series, softmax function, recurrent neural network, probability distribution, probability density function, pattern recognition, monte carlo method, mathematics, function approximation, discretization, artificial intelligence

Kyongmin Yeo, Igor Melnyk, Nam Nguyen, Eun Kyung Lee

2018

Abstract time series, softmax function, recurrent neural network, probability distribution, probability density function, pattern recognition, monte carlo method, mathematics, function approximation, discretization, artificial intelligence

Model-based Thermal Anomaly Detection in Cloud Datacenters using Thermal Imaging

E. K. Lee, H. Viswanathan, and D. Pompili

E. K. Lee, H. Viswanathan, and D. Pompili

*IEEE Trans. on Cloud Computing (TCC)*, 2018**2017**

Support for power ecient proactive cooling mechanisms

B. Acun, S. Kale, E. K. Lee, Y. Park

B. Acun, S. Kale, E. K. Lee, Y. Park

*IEEE International Conference of High Performance Computing (HiPC)*, 2017
Proactive Thermal-aware Resource Management in Virtualized HPC Cloud Datacenters

E. K. Lee, H. Viswanathan, and D. Pompili

E. K. Lee, H. Viswanathan, and D. Pompili

*IEEE Trans. on Cloud Computing (TCC)*, 2017**2016**

Neural Network-Based Task Scheduling with Preemptive Fan Control

B. Acun, E. K. Lee, Y. Park, L. V. Kale

B. Acun, E. K. Lee, Y. Park, L. V. Kale

*Energy Efficient Supercomputing (E2SC, SC)*, 2016
Neural network-based task scheduling with preemptive fan control

Acun, Bilge and Lee, Eun Kyung and Park, Yoonho and Kale, Laxmikant V

Abstract

Acun, Bilge and Lee, Eun Kyung and Park, Yoonho and Kale, Laxmikant V

*Proceedings of the 4th International Workshop on Energy Efficient Supercomputing*,*pp. 77--84*, 2016Abstract

RescueNet: Reinforcement-learning-based communication framework for emergency networking

E. K. Lee, H. Viswanathan

E. K. Lee, H. Viswanathan

*Computer Networks (Elsevier)**98*(*1*), 14-28, 2016**2015**

A Distributed Computing Framework for Real-time Detection of Stress and of its Propagation in a Team

P. Parul, E. K. Lee, and D. Pompili

P. Parul, E. K. Lee, and D. Pompili

*IEEE J. of Biomedical and Health Informatics (JBHI)*, 2015
Distributed Data-centric Adaptive Sampling for Cyber-physical Systems

Eun Kyung Lee, Hariharasudhan Viswanathan, Dario Pompili, Manish Parashar

Eun Kyung Lee, Hariharasudhan Viswanathan, Dario Pompili, Manish Parashar

*ACM Trans. on Autonomous and Adaptive Systems (TAAS)**9(4)*(*21*), 1--27, 2015
Uncertainty-aware Autonomic Resource Provisioning for Mobile Cloud Computing

Hariharasudhan Viswanathan, Eun Kyung Lee, Dario Pompili, Manish Parashar

Hariharasudhan Viswanathan, Eun Kyung Lee, Dario Pompili, Manish Parashar

*Transactions on Parallel and Distributed Systems (TPDS)**26*(*8*), 2363--2372, 2015**2013**

Thermal Camera Networks for Large Datacenters using Real-Time Thermal Monitoring Mechanism

Hang Liu, Eun Kyung Lee, Dario Pompili, X. Kong

Hang Liu, Eun Kyung Lee, Dario Pompili, X. Kong

*Journal of Supercomputing (Springer)**64*(*2*), 383--408, 2013
Model-based Thermal Anomaly Detection in Cloud Datacenters

Eun Kyung Lee, Hariharasudhan Viswanathan, Dario Pompili

Eun Kyung Lee, Hariharasudhan Viswanathan, Dario Pompili

*Proc. of IEEE Conference on Distributed Computing in Sensor Systems (DCOSS)*, 2013
Real-time Tracking of Stress Propagation using Distributed Granger Causality

Eun Kyung Lee, Parul Pandey, Dario Pompili

Eun Kyung Lee, Parul Pandey, Dario Pompili

*Proc. of ACM International Conference on Body Area Networks (BodyNets)*, 2013
Enabling Real-time In-Situ Processing of Ubiquitous Mobile-Application Workflows

Hariharasudhan Viswanathan, Eun Kyung Lee, Dario Pompili

Hariharasudhan Viswanathan, Eun Kyung Lee, Dario Pompili

*Proc. of IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS)*, 2013
Learning-based Framework for Policy-aware Cognitive Radio Emergency Networking

Eun Kyung Lee, Hariharasudhan Viswanathan, Dario Pompili

Eun Kyung Lee, Hariharasudhan Viswanathan, Dario Pompili

*” Proc. of IEEE Global Telecommunications Conference (GLOBECOM)*, 2013**2012**

An Autonomic Resource Provisioning Framework for Mobile Computing Grids

Hariharasudhan Viswanathan, Eun Kyung Lee, Dario Pompili

Hariharasudhan Viswanathan, Eun Kyung Lee, Dario Pompili

*Proc. of the ACM Intl. Conference on Autonomic computing (ICAC)*, 2012
Mobile Grid Computing for Data- and Patient-centric Ubiquitous Healthcare

Hariharasudhan Viswanathan, Eun Kyung Lee, Dario Pompili

Hariharasudhan Viswanathan, Eun Kyung Lee, Dario Pompili

*Proc. of IEEE Workshop on Enabling Technologies for Smartphone and Internet of Things (ETSIoT)*, 2012
Energy-efficient Thermal-aware Autonomic Management of Virtualized HPC Cloud Infrastructure

Ivan Rodero, Hariharasudhan Viswanathan, Eun Kyung Lee, Marc Gamell, Dario Pompili, Manish Parashar

Ivan Rodero, Hariharasudhan Viswanathan, Eun Kyung Lee, Marc Gamell, Dario Pompili, Manish Parashar

*Journal of Grid Computing (Springer)**10*(*3*), 447--473, 2012
Proactive Thermal Management in Green Datacenter

Eun Kyung Lee, Indraneel Kulkarni, Dario Pompili, Manish Parashar

Eun Kyung Lee, Indraneel Kulkarni, Dario Pompili, Manish Parashar

*Journal of Supercomputing (Springer)**60*(*2*), 165--195, 2012
VMAP: Proactive Thermal-aware Vitual Machine Allocation in HPC Cloud Datacenters (BEST PAPER AWARD)

Eun Kyung Lee, Hariharasudhan Viswanathan, Dario Pompili

Eun Kyung Lee, Hariharasudhan Viswanathan, Dario Pompili

*Proc. of the IEEE Intl. Conference on High Performance Computing (HiPC)*, 2012**2011**

Energy-Aware Application-Centric VM Allocation for HPC Workloads

Hariharasudhan Viswanathan, Ivan Rodero, Eun Kyung Lee, Dario Pompili, Manish Parashar, Marc Gamell

Hariharasudhan Viswanathan, Ivan Rodero, Eun Kyung Lee, Dario Pompili, Manish Parashar, Marc Gamell

*Proc. of the IEEE Intl. Parallel and Distributed Processing Symposium (IPDPS), Workshop on High-Performance Grid Computing*, 2011
On the Impact of Neighborhood Discovery on Geographical Routing in Wireless Sensor Networks

Eun Kyung Lee, John Paul Varkey, Dario Pompili

Eun Kyung Lee, John Paul Varkey, Dario Pompili

*Proc. of IEEE Sarnoff Symposium*, 2011
SILENCE: Distributed Adaptive Sampling for Sensor-based Autonomic Systems

Eun Kyung Lee, Hariharasudhan Viswanathan, Dario Pompili

Eun Kyung Lee, Hariharasudhan Viswanathan, Dario Pompili

*Proc. of the ACM Intl. Conference on Autonomic computing (ICAC)*, 2011
Self-organizing Sensing Infrastructure for Autonomic Management of Green Datacenters

Hariharasudhan Viswanathan, Eun Kyung Lee, Dario Pompili

Hariharasudhan Viswanathan, Eun Kyung Lee, Dario Pompili

*IEEE Network**25*(*4*), 34--40, 2011
Thermal anomaly detection in datacenters

Yang Yuan, Eun Kyung Lee, Dario Pompili, Junbi Liao

Yang Yuan, Eun Kyung Lee, Dario Pompili, Junbi Liao

*Journal of Mechanical Engineering Science (SAGE)**1*(*1*), 1--14, 2011**2010**

Towards Energy-Efficient Reactive Thermal Management in Instrumented Datacenters

Ivan Rodero, Eun Kyung Lee, Dario Pompili, Manish Parashar, Marc Gamell, Renato J. Figueiredo

Ivan Rodero, Eun Kyung Lee, Dario Pompili, Manish Parashar, Marc Gamell, Renato J. Figueiredo

*Proc. of IEEE/ACM International Conference on Energy Efficient Grids, Clouds and Clusters Workshop (E2GC2)*, 2010