In progress
Jeong-A Lim, Joohyun Lee, Jeongho Kwak and Yeongjin Kim, "Cutting-Edge Inference: Dynamic DNN Model Partitioning and Resource Scaling for Mobile AI," submitted to journal.
Dongho Ham, Yeongjin Kim and Jeongho Kwak, "Optimal Computation Load Balancing for Integrated Service Caching and Offloading Systems in Hierarchical Cloud Architecture," submitted to journal.
Kyungtae Lee and Yeongjin Kim, "Online Pricing and Resource Scheduling for Profit Maximization of Cloud Storage Providers," submitted to journal.
Yongmoon Park, Kyungtae Lee, Minseok Choi and Yeongjin Kim, "omitted due to double-blind review," submitted to conference.
International Conference and Journal
[Journal] Pyeongjun Choi, Dongho Ham, Yeongjin Kim* and Jeongho Kwak*, "VisionScaling: Dynamic Learning and Resource Scaling in Mobile Vision Applications," IEEE Internet of Things Journal (IoTJ), vol. 11, no. 9, May 2024 (IF: 10.6).
πBronze prize in SAMSUNG HumanTech Thesis Competition, 2022[Journal] Yu Zhao, Yeongjin Kim* and Joohyun Lee*, "SOQ: Structural Reinforcement Learning for Constrained Delay Minimization with Channel State Information", IEEE Internet of Things Journal (IoTJ), vol. 11, no. 3, Feb. 2024 (IF: 10.6).
[Conference] Dongho Ham, Yeongjin Kim* and Jeongho Kwak*, "Dynamic Interplay Between Service Caching and Code Offloading in Mobile-Edge-Cloud Networks", IEEE SECON, Madrid, Spain, Sept., 2023. (BK21+ μ°μκ΅μ νμ λν)
[Conference] Kyungtae Lee and Yeongjin Kim*, "Time-dependent Pricing and Scheduling for Cloud Object Storage Service Providers ", IEEE CLOUD, Chicago, USA, July, 2023. (BK21+ μ°μκ΅μ νμ λν)
[Journal] Yeongjin Kim, Pyungjun Choi, Jeong-A Lim and Jeongho Kwak*, "Network-Compute Co-Optimization for Service Chaining in Cloud-Edge-Radio 5G Networks", Β Accepted for IEEE Transactions on Vehicular Technology (TVT), vol. 72, no. 10, oct. 2023 (IF: 6.239).
πBronze prize in SAMSUNG HumanTech Thesis Competition, 2021[Journal] Kyungtae Lee, Jinhwi Kim, Jeongho Kwak and Yeongjin Kim* , "Dynamic Multi-Resource Optimization for Storage Acceleration in Cloud Storage Systems", IEEE Transactions on Services Computing (TSC), vol. 16, no. 2, pp. 1079-1092, Mar. 2023 (IF: 11.019).
[Journal] Yeongjin Kim, Jeongho Kwak, Hyang-Won Lee* and Song Chong, "Dynamic Computation and Network Chaining in Integrated SDN/NFV Cloud Architecture", IEEE Transactions on Cloud Computing (TCC), vol. 11, no. 1, pp. 367-382, Mar. 2023 (IF: 5.938).
[Conference] Jeong-A Lim and Yeongjin Kim*, "Real-time DNN Model Partitioning for QoE Enhancement in Mobile Vision Applications", IEEE SECON, Stockholm, Sweden, Sept, 2022. (BK21+ μ°μκ΅μ νμ λν)
πBronze prize in SAMSUNG HumanTech Thesis Competition, 2023
πBest paper runner-up award in IEEE SECON, 2022[Journal] Yeongjin Kim, Jaewhan Jeong, Suyoung Ahn, Jeongho Kwak* and Song Chong , "Energy and Delay Guaranteed Joint Beam and User Scheduling Policy in 5G CoMP Networks", IEEE Transactions on Wireless Communications (TWC), vol. 21, no. 4, pp. 2742-2756, Apr. 2022 (IF: 7.016).
[Journal] Yeongjin Kim, and Taehoon Kim*, "HOSS: Hybrid Object Storage System for Performance Acceleration", IEEE Systems Journal (SYSJ), vol. 16, no. 1, pp. 1483-1486, Mar. 2022 (IF: 3.931).
[Journal] Yeongjin Kim, Hyang-Won Lee* and Song Chong, βMobile Computation Offloading for Application Throughput Fairness and Energy Efficiency", IEEE Transactions on Wireless Communications (TWC), vol. 18, no. 1, pp. 3-19, Jan. 2019 (IF: 7.016).
πGrand prize in ETNEWS ICT Paper Award, 2017[Journal] Jeongho Kwak, Yeongjin Kim*, Long Bao Le and Song Chong, βHybrid Content Caching in 5G Wireless Networks: Cloud versus Edge Cachingβ, IEEE Transactions on Wireless Communications (TWC), vol. 17, no. 5, pp. 3030-3045, May. 2018 (IF: 7.016).
πGold prize in SAMSUNG HumanTech Thesis Competition, 2017[Conference] Yeongjin Kim, Hyang-Won Lee and Song Chong, βControl of Multi-Resource Infrastructures: Application to NFV and Computation Offloading", WiOpt, Shanghai, China, May, 2018.
[Journal] Yeongjin Kim, Jeongho Kwak* and Song Chong, βDual-Side Optimization for Cost-Delay Tradeoff in Mobile Edge Computingβ, IEEE Transactions on Vehicular Technology (TVT), vol. 67, no. 2, pp. 1765-1781, Feb. 2018 (IF: 5.978).
πSilver prize in SAMSUNG HumanTech Thesis Competition, 2016πQualcomm Innovation Award, 2015
[Conference] Jeongho Kwak, Yeongjin Kim, Long Bao Le and Song Chong, "Hybrid Content Caching for Low End-to-End Latency in Cloud-Based Wireless Networks", IEEE ICC, Paris, France, May, 2017.
[Journal] Younggyoun Moon, Donghwi Kim, Younghwan Go, Yeongjin Kim, Yung Yi, Song Chong and Kyoungsoo Park, βCedos: A Network Architecture and Programming Abstraction for Delay-Tolerant Mobile Appsβ, IEEE/ACM Transactions on Networking (ToN), vol. 25, no. 2, pp.646-661, Apr. 2017 (IF: 3.560).
[Journal] Yeongjin Kim, Joohyun Lee*, Jaeseong Jeong and Song Chong, βMulti-flow Management for Mobile Data Offloadingβ, Elsevier ICT Express, vol. 3, no. 1, pp.33-37. Mar. 2017 (IF: 4.317).
[Journal] Yeongjin Kim, Jeongho Kwak* and Song Chong, βDynamic Pricing, Scheduling and Energy Management for Profit Maximization in PHEV Charging Stationsβ, IEEE Transactions on Vehicular Technology (TVT), vol. 66, no. 2, pp.1011-1026, Feb. 2017Β (IF:5.978).
πEncouragement prize in Competition Korea Idea Contest, 2021πQualcomm Innovation Award, 2016
[Journal] Joohyun Lee, Kyunghan Lee*, Yeongjin Kim and Song Chong, βCarrierMix: How Much Can User-side Carrier Mixing Help?β, IEEE Transactions on Mobile Computing (TMC), vol. 16, no. 1, pp. 16-29, Jan. 2017 (IF: 5.577).
[Conference] Yeongjin Kim, Joohyun Lee, Jaeseong Jeong and Song Chong, "Multi-flow Rate Control in Delayed Wi-Fi Offloading Systems", IEEE ICOIN, Kota Kinabalu, Malaysia, Jan, 2016.
[Journal] Jeongho Kwak, Yeongjin Kim*, Joohyun Lee and Song Chong, "DREAM: Dynamic Resource and Task Allocation for Energy Minimization in Mobile Cloud Systems", IEEE Journal on Selected Areas in Communications (JSAC) - Series on Green Communications and Networking, vol. 33, no. 12, pp.1-14, Dec. 2015Β (IF: 9.144).
πGold prize in SAMSUNG HumanTech Thesis Competition, 2015[Conference] Yeongjin Kim, Jeongho Kwak and Song Chong, "Dual-side Dynamic Controls for Cost Minimization in Mobile Cloud Computing Systems", WiOpt, Mumbai, India, May, 2015.Β
[Conference] YoungGyoun Moon, Donghwi Kim, Younghwan Go, Yeongjin Kim, Yung Yi, Song Chong and KyoungSoo Park, "Practicalizing Delay-Tolerant Mobile Apps with Cedos", ACM MobiSys, Florence, Italy, May, 2015. (BK21+ μ°μκ΅μ νμ λν)
[Conference] Joohyun Lee, Kyunghan Lee, Yeongjin Kim and Song Chong, "PhonePool: On Energy-efficient Collaborative Tethering with Provider Aggregation", IEEE SECON, Singapore, July, 2014. (BK21+ μ°μκ΅μ νμ λν)
[Conference] Jaeseong Jeong, Joohyun Lee, Yeongjin Kim, Jae Woong Lee and Song Chong, "Impact of Surrounding Information on Wi-Fi Sensing Efficiency", ICTC 2013, Jeju, Korea, Oct., 2013.
Domestic Conference
Dongho Ham, Pyeongjun Choi, Jeongho Kwak and Β Yeongjin Kim, "λΉμ μ€μΌμΌλ§: λͺ¨λ°μΌ AIλ₯Ό μν νμ΅κ³Ό μμ μ€μΌμΌλ§", JCCI, Apr., 2022.
Kyungtae Lee and Yeongjin Kim, "ν΄λΌμ°λ μ€ν λ¦¬μ§ μμ€ν μ μν λ€μ€ μμ μ΅μ ν", JCCI, Apr., 2022.
Jeong-A Lim and Yeongjin Kim, "λͺ¨λ°μΌ AI μλΉμ€λ₯Ό μν DNN λͺ¨λΈ νν°μ λ ν¨μ¨μ± λΆμ", JCCI, Apr., 2022.
Pyeongjun Choi, Jinhwi Kim, Yeongjin Kim and Jeongho Kwak, "μλ² λλ AIμμμ CPU/GPU μ€μΌμΌλ§ ν¨μ¨μ± λΆμ", JCCI, Apr., 2021.
Jeong-A Lim and Yeongjin Kim, "SDN/NFV κΈ°λ° ν΄λΌμ°λ μΈνλΌμ λμ μ°μ° λ° λ€νΈμν¬ μ²΄μ΄λ", JCCI, Apr., 2021.
Jeong-A Lim and Yeongjin Kim, βκ³μΈ΅μ 5Gλ€νΈμν¬ κ΅¬μ‘°μμ μλΉμ€ 체μ΄λμ μν λμ μμ ν λΉ κΈ°λ²", νκ΅ν΅μ νν μΆκ³νμ λν, Nov., 2020.
Kyungtae Lee and Yeongjin Kim, "μ²λ¦¬μ¨ ν₯μμ μν νμ΄λΈλ¦¬λ μ€λΈμ νΈ μ€ν λ¦¬μ§ μμ€ν ", νκ΅ν΅μ νν μΆκ³νμ λν, Nov., 2020.
Patents
Integrated optimization Method and Apparatus for pricing, charging scheduling, and renewable energy management for electric vehicle charging stations, 10-2021-0127888, 2021.
Novice driver sign sticker for high readability, 10-2021-0041655, 2021.
A notification system for unlit vehicle, 10-2021-0040359 , 2021.
Dynamic Resource Allocation Method and Apparatus for Service Chaining in Cloud-Edge-Radio 5G Network, 10-2020-0170471, 2020.
System of Hybrid Object Storage for Enhancing PUT Object Throughput and its Operation Method,Β 10-2020-0169320, 2020.
Listed (Save / Delete) Function Built-in Multi-pairing Security System Wireless Earphone Device, 10-2020-0169165, 2020.
Locking System to Protect the Privacy of Single-person Households, 10-2020-0169164, 2020.
Vehicle sudden acceleration automatic control system,Β 10-2020-0169163, 2020.
Technology for Using Image Recognition to Return Electronic Kickboard, 10-2020-0169162, 2020.
User-customized Fashion Photo Provision System Based on Image Searching, 10-2020-0169161, 2020.
Compressed Trash Bin Using Shaft Wheel, 10-2020-0169160, 2020.
LED for Indicating Pedestrian in Blind Spot for Rear Cross Vehicles, 10-2020-0169159, 2020.
Method and Apparatus for Wireless Communication Camera Remote Control, 10-2020-0169158, 2020.
Method and Apparatus for Controlling Multi-resource Infrastructures, 10-2017-0158888, 2019.
Hybrid Content Caching Method and System, 10-2016-0182766, 2018.
Method for Scheduling Data Transmission In Heterogeneous Network, 10-2013-0158724, 2015.