Intelligent Computing & Networking Laboratory

Research Topics

Cloud/Edge Computing

We aim at developing essential technologies in cloud/edge computing architecture via compute/storage/network resource orchestration.

MEC-Assisted On-device AI

We address MEC (Mobile Edge Computing)-assisted On-device AI in mobile systems leveraging optimization theory, federated learning and reinforcement learning.

5G+/6G Communications

We aim at developing radio resource management techniques in 5G+/6G communication networks for satellite networks (Starlink) and autonomous vehicles (V2X).

LATEST NEWS

Oct 17
New Paper

Our paper entitled "Satellite Network Slice Planning with Handover Trigger and DRL-Based Virtual Network Embedding" is accepted in IEEE Transactions on Aerospace and Electronic Systems (IF: 5.1, JCR Top 9%).
Sep 15
New Paper

Our paper entitled "Cutting Edge Inference: Dynamic DNN Model Partitioning and Resource Scaling for Mobile AI" is accepted in IEEE Transactions on Services Computing (IF: 5.5, JCR Top 8%).
Aug 25
New Paper

Our paper entitled "SOS: Dynamic Secure Code Offloading for Power Minimization in LEO Satellite Edge Computing" is accepted in WiOpt 2024. Congraturations to Jeongsoo!
Aug 17
Graduation

Jeongmin has graduated. Congraturations!
July 28
Publication

Our paper is accepted in IEEE Transactions on Communications (IF: 7.2, JCR Top 8.9%). Congraturations to Dr. Jeon!
Apr 1
Research Fund

We got funding support with research on "AI-Native 응용서비스 지원 AI 오케스트레이터 개발" from IITP for the next 5 years.
Mar 1
Service

Jeongho will serve on the EDAS Chair for WiOpt 2024.
Mar 1
Service

Jeongho will serve on the Technical Program Track Chair (Edge/Cloud Computing and Networking) for IEEE CCNC 2025.
Mar 1
New Members

Eunsu, Sojung, Minsu and Jaeeun joined our Lab. Welcome!
Feb 29
Research Advertisement

Our work (VisionScaling) is published in the press (e.g., [전자신문])
Dec 21
Publication

Our paper is accepted in IEEE Internet of Things Journal (IF: 10.6, JCR Top 3%). Congraturations to Pyeongjun and Dongho!
Dec 19
Award

Pildo received the excellent research award from EECS, DGIST. Congraturations!
Nov 21
Defense

Pildo, Taeyeoun, and Suhyun successfully defended his M.S. and Ph.D. dissertations. Congraturations to all!
Sep 22
Presentation Workshop

INFOCOM paper presentation workshop is held in ICNL.
Sep 6
Invited Talk

Jeongho gave an invited talk in Tutorial Session of APNOMS 2023.
June 26
New Member

Haewon and Daewook joined our Lab. as Intern. Welcome!
June 8
Research Advertisement

Our work (Satellite Network Slicing) is published in the press (e.g., [베리타스알파])
June 2
Service

Jeongho will serve on the Organizing Committee (Poster Chair) for IEEE CCNC 2024.
June 2
New Paper

Our paper entitled "Dynamic Interplay Between Service Caching and Code Offloading in Mobile-Edge-Cloud Networks" is accepted in IEEE SECON 2023 (BK21+ 우수국제학술대회). Congraturations to Dongho!
June 1
Award

Pildo received 해동우수논문상 in summer conference of KICS with a research on "동적 간섭 관리를 위한 현실적인 이종 자율 운영 네트워크 아키텍처에 관한 연구". Congraturations!
May 1
Award

Pildo and Suhyeon received excellent paper awards in winter conference of KICS. Congraturations!
Apr 11
Lab Advertisement

Our lab was introduced in the April issue of Donga Sicence [LINK].
Feb 3
Service

Jeongho will serve on the Technical Program Committee for WiOpt 2023 (Singapore).
Jan 17
New Publication

Our paper is accepted in IEEE Vehicular Technology Magazine (IF: 13.609, JCR Top 2%). Congraturations to Taeyeoun!
Dec 26
New Members

Three intern students (Jungsoo, Jongwon, Taewoo) joined our Lab. Welcome!
Dec 23
Research Fund

We got funding support with research on "TWIST: Co-Optimization of Service Caching and Offloading for 6G Mobile-MEC-Cloud Architecture" from DGIST (과학기술선도기초연구, 창의도전연구 (HRHR)).
Dec 14
Award

Pyeongjun received excellent student award from EECS, DGIST. Congraturations!
Oct 21
Invited Talk

Jeongho gave an invited talk at ICTC 2022 SPC Special Session (AI-Driven Digital Transformation).
Oct 17
Grant

Dongho received student travel grant from ACM MobiHoc 2022. Congraturations!
Oct 6
Service

Jeongho will serve on the Session Chair (Edge and Cloud Computing) for ACM MobiHoc 2022.
Sep 27
New Publication

Our paper is accepted in IEEE Transactions on Industrial Informatics (IF: 11.648, JCR Top 2%).
Sep 16
Research Advertisement

Our work (Satellite Edge Computing) is published in the press (e.g., [전자신문])
Aug 8
Service

Jeongho will serve on the Technical Program Committee for IEEE ICC 2023.
July 7
New Member

Jeongmin joined our Lab. Welcome!
July 7
Invited Talk

Jeongho gave an invited talk at 제4회 미래통신네트워크 워크샵, 한경대학교
June 29
Invited Talk

Jeongho gave an invited talk at KCC 2022 정보통신소사이어티 워크샵
June 27
New Members

JeongYeoul and Jungsoo joined our Lab. Welcome!
June 24
Research Fund

We got funding support for installation of a cloud system from NRF (한국연구재단 우수신진연구 최초혁신실험실)
May 31
Defense

Joonpyo successfully defended his M.S. dissertation. Congraturations!
May 25
Invited Talk

Jeongho gave an invited talk at AI Frontiers Summit
May 13
Invited Talk

Jeongho gave an invited talk at 제3회 미래통신기술워크숍, KICS
May 13
Service

Jeongho will serve on the Technical Program Committee for CCDWN (Caching, Computing and Delivery in Wireless Networks Workshop) in conjunction with WiOpt 2022 (Turin, Italy).
Apr 29
New Publication

Our paper is accepted in IEEE Transactions on Services Computing (IF: 8.216, JCR Top 1%). Congraturations to Jinhwi!
Apr 15
Research Fund

We got funding support with research on "6G 초공간 네트워크 연구센터: 초고속 이동체 지원을 위한 3D-NET 핵심 기술 개발" from IITP for the next 4 years.
Apr 15
Research Fund

We got funding support with research on "다중 통신기술 네트워크 로드밸런싱 기술 개발" from IITP for the next 3 years.
Apr 7
Student Recruiting

인공지능전공 대학원 신입생 모집 [LINK]
Mar 2
Research Fund

We got funding support with research on "VisionScaling: An Integrated Learning Model and Resource Scaling Framework from Mobile to Cloud for 6G Vision Services" from NRF (한국연구재단 우수신진연구) for the next 5 years (130K dollars per year).
Feb 24
Service

Jeongho will serve on the Poster Co-Chair for IEEE CCNC 2023 (Las Vegas, NV).
Feb 23
Service

Jeongho will serve on the Technical Program Committee for WiOpt 2022 (Turin, Italy).
Feb 15
Paper Award

Our Learning&Resource team received Bronze Prize in Samsung HumanTech Paper Award with a research on "VisionScaling: Dynamic Learning and Resource Scaling in Mobile Vision Applications" under joint supervision with Prof. Yeongjin Kim in Inha University. Congraturations! [Link]

Recruiting

We are looking for highly motivated MS, Ph.D. and Post-doc students. Send an e-mail to Prof. Jeongho Kwak with your CV attachment, if you are interested. See THIS MESSAGE (in Korean) for more information from Prof. Jeongho Kwak. Especially, if you are an undergraduate student, please try to get some advice from Prof. Jeongho Kwak about the required coursework.

Contact

Address

(42988) No. 407, No. 421, E3 Building,
Daegu Gyeongbuk Institute of Science and Technology (DGIST),
333, Technojungang-daero, Hyeongpung-eup, Dalseong-gun, Daegu, South Korea
Mail

dhham97@dgist.ac.kr (Lab Manager)
Phone

+82-053-785-6350, (Fax)+82-053-785-6309

Design: HTML5 UP

Recruiting

Contact

Address

Mail

Phone