Kyungyong Lee

Orcid: 0000-0003-0312-4386

Affiliations:
  • Hanyang University, Department of Data Science, Korea
  • Kookmin University, Department of Computer Science, Seoul, Korea
  • University of Florida, Department of Electrical and Computer Engineering, FL, USA (PhD)


According to our database1, Kyungyong Lee authored at least 41 papers between 2010 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
SpotVista: Availability-Aware Recommendation System for Reliable and Cost-Efficient Multi-Node Spot Instances.
CoRR, April, 2026

KubePACS: Kubernetes Cluster Using Performant, Highly Available, and Cost Efficient Spot Instances.
CoRR, April, 2026

Spot-and-Scoot: Peeking Into Spot Instance Availability.
CoRR, April, 2026

Why Do AI Agents Systematically Fail at Cloud Root Cause Analysis?
CoRR, February, 2026

Pygration : Workload-Aware Live Migratable Cloud Instance Detector for Python Runtime.
IEEE Trans. Cloud Comput., 2026

2025
HybridServe: Adaptive WebAssembly-Container Runtime Selection for Edge Serverless Computing.
Proceedings of the 11th International Workshop on Serverless Computing, 2025

Multi-Node Spot Instances Availability Score Collection System.
Proceedings of the 34th International Symposium on High-Performance Parallel and Distributed Computing, 2025

2024
Making Cloud Spot Instance Interruption Events Visible.
Proceedings of the ACM on Web Conference 2024, 2024

Workload-Aware Live Migratable Cloud Instance Detector.
Proceedings of the 24th IEEE International Symposium on Cluster, 2024

CNN Training Latency Prediction Using Hardware Metrics on Cloud GPUs.
Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023
S-MPEC: Sparse Matrix Multiplication Performance Estimator on a Cloud Environment.
Clust. Comput., October, 2023

Dense or Sparse : Elastic SPMM Implementation for Optimal Big-Data Processing.
IEEE Trans. Big Data, April, 2023

Public Spot Instance Dataset Archive Service.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

When Serverless Computing Meets Different Degrees of Customization for DNN Inference.
Proceedings of the 9th International Workshop on Serverless Computing, 2023

2022
MPEC: Distributed Matrix Multiplication Performance Modeling on a Scale-Out Cloud Environment for Data Mining Jobs.
IEEE Trans. Cloud Comput., 2022

All-you-can-inference: serverless DNN model inference suite.
Proceedings of the Eighth International Workshop on Serverless Computing, 2022

SpotLake: Diverse Spot Instance Dataset Archive Service.
Proceedings of the IEEE International Symposium on Workload Characterization, 2022

PROFET: PROFiling-based CNN Training Latency ProphET for GPU Cloud Instances.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Accelerator-Aware Kubernetes Scheduler for DNN Tasks on Edge Computing Environment.
Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

2020
I/O resource isolation of public cloud serverless function runtimes for data-intensive applications.
Clust. Comput., 2020

Evaluation of Network File System as a Shared Data Storage in Serverless Computing.
Proceedings of the WoSC@Middleware 2020: Proceedings of the 2020 Sixth International Workshop on Serverless Computing, 2020

Performance Prediction of Sparse Matrix Multiplication on a Distributed BigData Processing Environment.
Proceedings of the 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2020

Evaluating Concurrent Executions of Multiple Function-as-a-Service Runtimes with MicroVM.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019
Network Resource Isolation in Serverless Cloud Function Service.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

Practical Cloud Workloads for Serverless FaaS.
Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

RnR: Extraction of Visual Attributes from Large-Scale Fashion Dataset.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

FunctionBench: A Suite of Workloads for Serverless Cloud Function Service.
Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018
LSTM Model to Forecast Time Series for EC2 Cloud Price.
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

Distributed Matrix Multiplication Performance Estimator for Machine Learning Jobs in Cloud Computing.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
DeepSpotCloud: Leveraging Cross-Region GPU Spot Instances for Deep Learning.
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2013
MatchTree: Flexible, scalable, and fault-tolerant wide-area resource discovery with distributed matchmaking and aggregation.
Future Gener. Comput. Syst., 2013

Experiences with self-organizing, decentralized grids using the grid appliance.
Clust. Comput., 2013

Enabling decentralized microblogging through P2PVPNs.
Proceedings of the 10th IEEE Consumer Communications and Networking Conference, 2013

2012
CloudBay: Enabling an Online Resource Market Place for Open Clouds.
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012

PonD: dynamic creation of HTC pool on demand using a decentralized resource discovery system.
Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012

MapReduce on opportunistic resources leveraging resource availability.
Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012

2011
Parallel Processing Framework on a P2P System Using Map and Reduce Primitives.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010
On the Design and Implementation of Structured P2P VPNs
CoRR, 2010

Virtual Private Overlays: Secure Group Commounication in NAT-Constrained Environments
CoRR, 2010

On the design of autonomic, decentralized VPNs.
Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010

SocialDNS: A decentralized naming service for collaborative P2P VPNs.
Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010


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