Hyunjoo Kim

According to our database, Hyunjoo Kim authored at least 37 papers between 2002 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Clustering-based label estimation for network anomaly detection.

Sunhee Baek, Donghwoon Kwon, Sang C. Suh, Hyunjoo Kim, Ikkyun Kim, Jinoh Kim

Digit. Commun. Networks, 2021

2020

Swept-Source-Based Chromatic Confocal Microscopy.

Dawoon Jeong, Se Jin Park, Hansol Jang, Hyunjoo Kim, Jaesun Kim, Chang-Seok Kim

Sensors, 2020

CNN-based image recognition for topology optimization.

Seunghye Lee, Hyunjoo Kim, Qui X. Lieu, Jaehong Lee

Knowl. Based Syst., 2020

2019

A survey of deep learning-based network anomaly detection.

Donghwoon Kwon, Hyunjoo Kim, Jinoh Kim, Sang C. Suh, Ikkyun Kim, Kuinam J. Kim

Clust. Comput., 2019

Improvement of malware detection and classification using API call sequence alignment and visualization.

Hyunjoo Kim, Jonghyun Kim, Youngsoo Kim, Ikkyun Kim, Kuinam J. Kim, Hyuncheol Kim

Clust. Comput., 2019

Design of network threat detection and classification based on machine learning on cloud computing.

Hyunjoo Kim, Jonghyun Kim, Youngsoo Kim, Ikkyun Kim, Kuinam J. Kim

Clust. Comput., 2019

An Empirical Evaluation of Deep Learning for Network Anomaly Detection.

Ritesh K. Malaiya, Donghwoon Kwon, Sang C. Suh, Hyunjoo Kim, Ikkyun Kim, Jinoh Kim

IEEE Access, 2019

2018

An Empirical Study on Network Anomaly Detection Using Convolutional Neural Networks.

Donghwoon Kwon, Kathiravan Natarajan, Sang C. Suh, Hyunjoo Kim, Jinoh Kim

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

An Encoding Technique for CNN-based Network Anomaly Detection.

Taejoon Kim, Sang C. Suh, Hyunjoo Kim, Jonghyun Kim, Jinoh Kim

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Unsupervised Labeling for Supervised Anomaly Detection in Enterprise and Cloud Networks.

Sunhee Baek, Donghwoon Kwon, Jinoh Kim, Sang C. Suh, Hyunjoo Kim, Ikkyun Kim

Proceedings of the 4th IEEE International Conference on Cyber Security and Cloud Computing, 2017

2016

Feature-Chain Based Malware Detection Using Multiple Sequence Alignment of API Call.

Hyunjoo Kim, Jong-Hyun Kim, Jung-Tai Kim, Ikkyun Kim, Tai-Myung Chung

IEICE Trans. Inf. Syst., 2016

2015

Hybrid active learning for non-stationary streaming data with asynchronous labeling.

Hyunjoo Kim, Sriganesh Madhvanath, Tong Sun

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Abnormal Behavior Detection Technique Based on Big Data.

Hyunjoo Kim, Ikkyun Kim, Tai-Myoung Chung

Proceedings of the Frontier and Innovation in Future Computing and Communications, 2014

2013

Energy Modeling System Using Building Information Modeling Open Standards.

Hyunjoo Kim, Kyle Anderson

J. Comput. Civ. Eng., 2013

CloudAdvisor: A Recommendation-as-a-Service Platform for Cloud Configuration and Pricing.

Gueyoung Jung, Tridib Mukherjee, Shruti Kunde, Hyunjoo Kim, Naveen Sharma, Frank Goetz

Proceedings of the IEEE Ninth World Congress on Services, 2013

Optimal Time-Cost Tradeoff of Parallel Service Workflow in Federated Heterogeneous Clouds.

Gueyoung Jung, Hyunjoo Kim

Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013

2012

Enabling High-Performance Computing as a Service.

Moustafa AbdelBaky, Manish Parashar, Hyunjoo Kim, Kirk E. Jordan, Vipin Sachdeva, James C. Sexton, Hani Jamjoom, Zon-Yin Shae, Gergina Pencheva, Reza Tavakoli, Mary F. Wheeler

Computer, 2012

Implementation of GESNIC for Web Server Protection against HTTP GET Flooding Attacks.

Hyunjoo Kim, Byoung-Koo Kim, Daewon Kim, Ik-Kyun Kim, Tai-Myoung Chung

Proceedings of the Information Security Applications - 13th International Workshop, 2012

Accelerating MapReduce Analytics Using CometCloud.

Moustafa AbdelBaky, Hyunjoo Kim, Ivan Rodero, Manish Parashar

Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011

Autonomic management of application workflows on hybrid computing infrastructure.

Hyunjoo Kim, Yaakoub El Khamra, Ivan Rodero, Shantenu Jha, Manish Parashar

Sci. Program., 2011

2010

Inter-Object Layer Clustering for scalable video streaming.

Hyunjoo Kim, Heon Young Yeom, Sooyong Kang, Youjip Won

Multim. Tools Appl., 2010

Integration of knowledge-based and generative systems for building characterization and prediction.

Ajla Aksamija, Kui Yue, Hyunjoo Kim, François Grobler, Ramesh Krishnamurti

Artif. Intell. Eng. Des. Anal. Manuf., 2010

Exploring application and infrastructure adaptation on hybrid grid-cloud infrastructure.

Hyunjoo Kim, Yaakoub El Khamra, Shantenu Jha, Manish Parashar

Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Exploring the Performance Fluctuations of HPC Workloads on Clouds.

Yaakoub El Khamra, Hyunjoo Kim, Shantenu Jha, Manish Parashar

Proceedings of the Cloud Computing, Second International Conference, 2010

2009

Dynamic Scheme Transition Adaptable to Variable Video Popularity in a Digital Broadcast Network.

Hyunjoo Kim, Heon Young Yeom

IEEE Trans. Multim., 2009

Towards autonomic workload provisioning for enterprise Grids and clouds.

Andres Quiroz, Hyunjoo Kim, Manish Parashar, Nathan Gnanasambandam, Naveen Sharma

Proceedings of the 2009 10th IEEE/ACM International Conference on Grid Computing, 2009

Investigating the use of autonomic cloudbursts for high-throughput medical image registration.

Hyunjoo Kim, Manish Parashar, David J. Foran, Lin Yang

Proceedings of the 2009 10th IEEE/ACM International Conference on Grid Computing, 2009

An Autonomic Approach to Integrated HPC Grid and Cloud Usage.

Hyunjoo Kim, Yaakoub El Khamra, Shantenu Jha, Manish Parashar

Proceedings of the Fifth International Conference on e-Science, 2009

Online Risk Analytics on the Cloud.

Hyunjoo Kim, Shivangi Chaudhari, Manish Parashar, Christopher Marty

Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009

2008

P-chaining: a practical VoD service scheme autonomically handling interactive operations.

Hyunjoo Kim, Heon Young Yeom

Multim. Tools Appl., 2008

2006

Server Selection Schemes Considering Node Status For a Fault-Tolerant Streaming Service on a Peer-to-Peer Network.

Hyunjoo Kim, Sooyong Kang, Heon Young Yeom

J. Inf. Process. Syst., 2006

2004

A framework for fault-tolerant peer-to-peer streaming service based on the service migration.

Sooyong Kang, Hyunjoo Kim, Heon Young Yeom

Comput. Syst. Sci. Eng., 2004

Constructing an Overlay Using a Shared Object Set for Streaming Services on a P2P Network.

Hyunjoo Kim, Heon Young Yeom

Proceedings of the Information Networking, 2004

2003

Node selection for a fault-tolerant streaming service on a peer-to-peer network.

Hyunjoo Kim, Sooyong Kang, Heon Young Yeom

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Providing Fault Tolerance for Peer-to-Peer Streaming Service.

Sooyong Kang, Hyunjoo Kim, Heon Young Yeom

Proceedings of the High Speed Networks and Multimedia Communications, 2003

2002

The Performance of Checkpointing and Replication Schemes for Fault Tolerant Mobile Agent Systems.

Taesoon Park, Ilsoo Byun, Hyunjoo Kim, Heon Young Yeom

Proceedings of the 21st Symposium on Reliable Distributed Systems (SRDS 2002), 2002

The Cost of Checkpointing, Logging and Recovery for the Mobile Agent Systems.

Hyunjoo Kim, Heon Young Yeom, Taesoon Park, Hyoung-Woo Park

Proceedings of the 9th Pacific Rim International Symposium on Dependable Computing (PRDC 2002), 2002