Eunkyung Lee

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.


FedCore: Straggler-Free Federated Learning with Distributed Coresets.
CoRR, 2024

Towards Pareto Optimal Throughput in Small Language Model Serving.
Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

Characterizing Training Performance and Energy for Foundation Models and Image Classifiers on Multi-Instance GPUs.
Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

nlmeVPC: Visual Model Diagnosis for the Nonlinear Mixed Effect Model.
R J., March, 2023

Advancing Cloud Sustainability: A Versatile Framework for Container Power Model Training.
Proceedings of the 31st International Symposium on Modeling, 2023

Analyzing Energy Efficiency of a Server with a SmartNIC under SLO Constraints.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2023

Making Sense of Using a SmartNIC to Reduce Datacenter Tax from SLO and TCO Perspectives.
Proceedings of the IEEE International Symposium on Workload Characterization, 2023

Towards a Methodology and Framework for AI Sustainability Metrics.
Proceedings of the 2nd Workshop on Sustainable Computer Systems, 2023

CUFF: A Configurable Uncertainty-driven Forecasting Framework for Green AI Clusters.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

Kepler: A Framework to Calculate the Energy Consumption of Containerized Applications.
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

Retrieval and Uncertainty Analysis of Land Surface Reflectance Using a Geostationary Ocean Color Imager.
Remote. Sens., 2022

Palm-sized LiDAR module with III/V-on-Si optical phased array.
Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022

BoFL: bayesian optimized local training pace control for energy efficient federated learning.
Proceedings of the Middleware '22: 23rd International Middleware Conference, Quebec, QC, Canada, November 7, 2022

Real-time LIDAR imaging by solid-state single chip beam scanner.
Proceedings of the Autonomous Vehicles and Machines 2022, online, January 15-26, 2022, 2022

A Projection Pursuit Forest Algorithm for Supervised Classification.
J. Comput. Graph. Stat., 2021

III/V-on-bulk-Si Platform: Born for DRAM, Transplanted to LiDAR.
Proceedings of the European Conference on Optical Communication, 2021

Characteristics of the Reanalysis and Satellite-Based Surface Net Radiation Data in the Arctic.
J. Sensors, 2020

Transformation of application enablement tools on CORAL systems.
IBM J. Res. Dev., 2020

A 2020 perspective on "Analyzing dynamic review manipulation and its impact on movie box office revenue".
Electron. Commer. Res. Appl., 2020

Analyzing dynamic review manipulation and its impact on movie box office revenue.
Electron. Commer. Res. Appl., 2019

Power Aware Heterogeneous Node Assembly.
Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019

Diagnostic Analysis: Directional Relation Graph.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

Model-Based Thermal Anomaly Detection in Cloud Datacenters Using Thermal Imaging.
IEEE Trans. Cloud Comput., 2018

A Study on Cross-Architectural Modelling of Power Consumption Using Neural Networks.
Supercomput. Front. Innov., 2018

DE-RNN: Forecasting the Probability Density Function of Nonlinear Time Series.
Proceedings of the IEEE International Conference on Data Mining, 2018

Proactive Thermal-Aware Resource Management in Virtualized HPC Cloud Datacenters.
IEEE Trans. Cloud Comput., 2017

EMSaov: An R Package for the Analysis of Variance with the Expected Mean Squares and its Shiny Application.
R J., 2017

Support for Power Efficient Proactive Cooling Mechanisms.
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

A Multi-Objective Approach to Real-Time In-Situ Processing of Mobile-Application Workflows.
IEEE Trans. Parallel Distributed Syst., 2016

A Distributed Computing Framework for Real-Time Detection of Stress and of Its Propagation in a Team.
IEEE J. Biomed. Health Informatics, 2016

Statistical Distribution of Difference of the Maximum-Likelihood Angle-of-Arrival Spectra.
Circuits Syst. Signal Process., 2016

RescueNet: Reinforcement-learning-based communication framework for emergency networking.
Comput. Networks, 2016

Neural Network-Based Task Scheduling with Preemptive Fan Control.
Proceedings of the 4th International Workshop on Energy Efficient Supercomputing, 2016

Uncertainty-Aware Autonomic Resource Provisioning for Mobile Cloud Computing.
IEEE Trans. Parallel Distributed Syst., 2015

Distributed Data-Centric Adaptive Sampling for Cyber-Physical Systems.
ACM Trans. Auton. Adapt. Syst., 2015

Using visual statistical inference to better understand random class separations in high dimension, low sample size data.
Comput. Stat., 2015

Towards A Reconfigurable Cyber Physical System.
Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

Thermal camera networks for large datacenters using real-time thermal monitoring mechanism.
J. Supercomput., 2013

Enabling Real-Time In-Situ Processing of Ubiquitous Mobile-Application Workflows.
Proceedings of the IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013

Learning-based framework for policy-aware cognitive radio emergency networking.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Model-Based Thermal Anomaly Detection in Cloud Datacenters.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013

Real-time Tracking of Stress Propagation using Distributed Granger Causality.
Proceedings of the 8th International Conference on Body Area Networks, 2013

Proactive thermal management in green datacenters.
J. Supercomput., 2012

Energy-Efficient Thermal-Aware Autonomic Management of Virtualized HPC Cloud Infrastructure.
J. Grid Comput., 2012

An autonomic resource provisioning framework for mobile computing grids.
Proceedings of the 9th International Conference on Autonomic Computing, 2012

VMAP: Proactive thermal-aware virtual machine allocation in HPC cloud datacenters.
Proceedings of the 19th International Conference on High Performance Computing, 2012

Self-organizing sensing infrastructure for autonomic management of green datacenters.
IEEE Netw., 2011

Generation of high-quality depth maps using hybrid camera system for 3-D video.
J. Vis. Commun. Image Represent., 2011

Energy-Aware Application-Centric VM Allocation for HPC Workloads.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

SILENCE: distributed adaptive sampling for sensor-based autonomic systems.
Proceedings of the 8th International Conference on Autonomic Computing, 2011

Generation of multi-view video using a fusion camera system for 3D displays.
IEEE Trans. Consumer Electron., 2010

A projection pursuit index for large <i>p</i> small <i>n</i> data.
Stat. Comput., 2010

Towards energy-efficient reactive thermal management in instrumented datacenters.
Proceedings of the 2010 11th IEEE/ACM International Conference on Grid Computing, 2010

3-D video generation using hybrid camera system.
Proceedings of the 2nd International ICST Conference on Immersive Telecommunications, 2009

Generation of ROI Enhanced Depth Maps Using Stereoscopic Cameras and a Depth Camera.
IEEE Trans. Broadcast., 2008

A Framework for Representation and Processing of Multi-view Video Using the Concept of Layered Depth Image.
J. VLSI Signal Process., 2007

Robust imputation method for missing values in microarray data.
BMC Bioinform., 2007

arrayQCplot: software for checking the quality of microarray data.
Bioinform., 2006

Inter-camera Coding of Multi-view Video Using Layered Depth Image Representation.
Proceedings of the Advances in Multimedia Information Processing, 2006

A Framework for Multi-view Video Coding Using Layered Depth Images.
Proceedings of the Advances in Multimedia Information Processing, 2005

Automatic Word Spacing in Korean for Small Memory Devices.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005

Prosodic parallelism as a cue to repetition and error correction disfluency.
Proceedings of the ISCA Tutorial and Research Workshop (ITRW) on Disfluency in Spontaneous Speech, 2005