Kitae Kim

Department of Computer Science and Engineering, Kyung Hee University, South Korea

glideslope@khu.ac.kr

I am experienced in leveraging agile frameworks to provide a robust synopsis for high level overviews. Iterative approaches to corporate strategy foster collaborative thinking to further the overall value proposition.

Publications

A Study on UAV-Edge Joint Task offloading Scheme using Reinforcement Learning

Korea Network Operation and Management 2019

Kitae Kim, Choong Seon Hong

Keimyung University, Daegu, South Korea

May 2019

A Deep Learning Model Generation Framework for Virtualized Multi-access Edge Cache Management(Co-Author)

IEEE Access

International Journal Paper

Kyi Thar, Thant Zin Oo, Yan Kyaw Tun, Do Hyeon Kim, Kitae Kim, Choong Seon Hong

Online Access

A Chance Constrained Based Formulation for Dynamic Multiplexing of eMBB-URLLC Traffics in 5G New Radio(Co-Author)

International Conference on Information Networking 2019

Madyan Alsenwi, Shashi Raj Pandey, Yan Kyaw Tun, Kitae Kim, Choong Seon Hong

Renaissance Hotel, Kuala Lumpur, Malaysia

January 2019

Prediction Based Sub-Task Offloading in Mobile Edge Computing

International Conference on Information Networking 2019

Kitae Kim, Jared Lynskey, Seok Won Kang, Choong Seon Hong

Renaissance Hotel, Kuala Lumpur, Malaysia

January 2019

A Study on Task Offloading Method Using Machine Learning in Software Defined Network Based Mobile Edge Computing

Korea Network Operation and Management Workshop 2018

Kitae Kim, Choong Seon Hong

SKT Tower, Seoul, South Korea

November 2018

Optimal Edge Node Selection Mechanism for SDN based Mobile Service Using Machine Learning

Korea Computer Congress 2018

Kitae Kim, Choong Seon Hong

International Convention Center, Jeju Island, South Korea

June 2018

Optimal Node Selection Method in SDN based Distributed Cloud Environment Using Recommendation System

Korea Network Operation and Management 2018

Kitae Kim, Choong Seon Hong

Jeju National University, Jeju Island, South Korea

May 2018

QoS-Aware Dynamic Routing Strategy in Software-Defined Network Environment using Deep Q-Learning

Korea Software Congress 2018

Kitae Kim, Joo Yeon Lee, Choong Seon Hong

Bexco, Busan, South Korea

December 2017

Machine Learning and Feature Based Traffic Classification in Software Defined Network Environment

Korea Computer Congress 2017

Kitae Kim, Choong Seon Hong

Ramada Hotel, Jeju Island, South Korea

June 2017

Patents

5G 네트워크에서 eMBB와 uRLLC의 공존을 위한 시스템 및 방법

Bairagi Anupam Kumar, Kitae Kim, Munir Md. Shirajum, Choong Seon Hong

No. 10-2018-00866104

Korean Intellectual Property Office

July 2018

Education

Kyung Hee University, South Korea

Ph.D Candidate
Computer Science & Engineering

Intelligent Networking Laboratory

Advisor : Dr. Choong Seon Hong

March 2019 - Present

Kyung Hee University, South Korea

Master of Science
Computer Science & Engineering
Intelligent Networking Laboratory

Thesis : Machine Learning Based Computation Offloading Scheme in Mobile Edge Computing

Advisor : Dr. Choong Seon Hong

GPA: 4.03

March 2017 - February 2019

Kyung Hee University, South Korea

Bachelor of Science
Computer Science & Engineering

GPA: 3.53

March 2010 - February 2017

Skills

Programming Languages & Tools

  • c++

  • c

Another Skills
  • Object-Oriented Design
  • Network Optimization
  • English Presentation
  • Agile Development & Scrum

Languages
  • Korean - Native
  • English - Intermediate

Interests

Under Construction

Awards

  • Best Paper Awards - Korea Software Congress 2017
  • Best Paper Presentation Awards - Korea Computer Congress 2017

Projects

  • Evolvable Deep Learning Model Generation Platform for Edge Computing
  • Role : Project Manager / Researcher
  • April, 2019 - May, 2026

    • Funded By IITP - Ministry of Science and ICT - Republic of Korea Goverment

  • Development of Access Technology Agnostic Next-Generation Networking Technology for Wired-Wireless Converged Networks
  • Role : Project Manager / Researcher
  • June, 2015 - May, 2020

    • Funded By IITP - Ministry of Science and ICT - Republic of Korea Goverment

  • Intelligent Interaction for Life Companionship Experience
  • Role : Researcher
  • Jan, 2019 - Dec, 2020

    • Funded By IITP - Ministry of Science and ICT - Republic of Korea Goverment

  • Realtime Mobile Cloud Research Center
  • Role : Researcher
  • June, 2013 - Dec, 2018

    • Funded By IITP - Ministry of Science and ICT - Republic of Korea Goverment