김백규
Kim, BaekGyuDepartment of Electrical Engineering and Computer Science
학력
- 2009 ~ 2015펜실베니아 대학교 박사
- 2007 ~ 2009경북대학교 석사
- 2000 ~ 2007경북대학교 학사
경력
- 2015 ~ 2021Toyota Motor North America / Principal Researcher
- 2015 ~ 2021Toyota Motor Sorth America / Principle Researcher
수상실적
- 2019 Vincent Bendix Automotive Electronics Engineering Award / SAE International
- 2017 Top Inventor Award / Toyota InfoTechnology Center, U.S.A
- 2014 Best presentation award in lightning talks / Korean Computer Scientists and Engineers Association in America
연구실 소개
- High-Assurance Software Systems Lab.
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The trend of Cyber-Physical Systems (CPS) and Internet-Of-Things (IoT) expects systems to perform their missions in a more intelligent and autonomous manner. Often times, failure or disruption of a system operation leads to catastrophic consequences such as a significant amount of casualties or economic loss. To accomplish a mission in a highly complex environment, a system is equipped with software that helps to make intelligent decisions by reading inputs from various sources, communicating/collaborating with other distributed systems over the network, and with support of AI (Artificial Intelligence). Such a complex nature makes it more challenging to design a correct and reliable software systems than ever. High-Assurance Software Systems (HASS) Lab. conducts systems and software assurance research to guarantee safety, security, performance of complex software systems.
- "Trustworthy Compiler Design for Generating Concrete Scenarios Toward Certifying Autonomous Driving Safety", IEEE Transactions on Intelligent Vehicles, v.10, no.2, pp.996 - 1009
- "Edge-Server Workload Characterization in Vehicular Computation Offloading: Semantics and Empirical Analysis", Kim, BaekGyu. (2024-06). Edge-Server Workload Characterization in Vehicular Computation Offloading: Semantics and Empirical Analysis. IEEE Access, 12, 89082–89097. doi: 10.1109/ACCESS.2024.3419156
- "Toward Large-Scale Test for Certifying Autonomous Driving Software in Collaborative Virtual Environment", Kim, BaekGyu. (2023-07). Toward Large-Scale Test for Certifying Autonomous Driving Software in Collaborative Virtual Environment. IEEE Access, 11, 72641–72654. doi: 10.1109/access.2023.3295500
- "Time Efficient Offloading Optimization in Automotive Multi-access Edge Computing Networks Using Mean-Field Games", Kang, Yuhan. (2023-05). Time Efficient Offloading Optimization in Automotive Multi-access Edge Computing Networks Using Mean-Field Games. IEEE Transactions on Vehicular Technology, 72(5), 6460–6473. doi: 10.1109/tvt.2022.3229888
- "Real-Time Dynamic Map with Crowdsourcing Vehicles in Edge Computing", Liu, Qiang. (2023-04). Real-Time Dynamic Map with Crowdsourcing Vehicles in Edge Computing. IEEE Transactions on Intelligent Vehicles, 8(4), 2810–2820. doi: 10.1109/tiv.2022.3214119
- "Preliminary Design of Hybrid Simulation Framework for Workload Analysis in Automotive Edge Computing", Kwon, JiHyun. (2024-10-16). Preliminary Design of Hybrid Simulation Framework for Workload Analysis in Automotive Edge Computing. 15th International Conference on Information and Communication Technology Convergence, ICTC 2024, 617–618. doi: 10.1109/ICTC62082.2024.10827571
- "Cooperative Network-Computation Load Balancing Simulator for Vehicular Edge Computing", Song, Juho. (2024-08-21). Cooperative Network-Computation Load Balancing Simulator for Vehicular Edge Computing. 30th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2024, 130–131. doi: 10.1109/RTCSA62462.2024.00028
- "Preliminary Modeling of Energy-Aware Integrated Allocations in Robotic Mobile Fulfillment Systems", Kyung, KyuJin. (2024-08-21). Preliminary Modeling of Energy-Aware Integrated Allocations in Robotic Mobile Fulfillment Systems. 30th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2024, 136–137. doi: 10.1109/RTCSA62462.2024.00031
- "Landing-Type Aware Multi-Drone Route Generation for Last-Mile Delivery Service", Kwon, JiHyun. (2024-05-13). Landing-Type Aware Multi-Drone Route Generation for Last-Mile Delivery Service. ACM/IEEE International Conference on Cyber-Physical Systems, 281–282. doi: 10.1109/iccps61052.2024.00036
- "Collision-Aware Data Delivery Framework for Connected Vehicles via Edges", Vaddhiparthy, Svsln Surya Suhas. (2023-10-13). Collision-Aware Data Delivery Framework for Connected Vehicles via Edges. IEEE Vehicular Technology Conference, 1–7. doi: 10.1109/VTC2023-Fall60731.2023.10333507
연구분야
국가과학기술표준분류