Contact

πŸ“© [email protected]

πŸ—ΊοΈ Seoul, South Korea

Research Area

☁️ Cloud Computing

♻️ Resource Management

πŸ›‘οΈ Information Security

Social

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About Me

Hello! I’m a Ph.D. student in the Department of Computer Science & Artificial Intelligence at Dongguk University, and a member of the uCloud Computing Lab. My research areas cover resource management and information security in cloud computing. Currently, I’m focusing on resource autoscaling and malware detection algorithms using machine learning in cloud-native computing.

Education

M.S.

B.S.

Award and Scholarship

  1. Best Paper Award, International Conference on Multimedia and Ubiquitous Engineering (MUE 2024), Apr. 2024.
  2. Full Scholarship for Ph.D. Course, Dongguk University, Feb. 2023.
  3. Science and Engineering Scholarship, Dongguk University, Feb. 2021.
  4. Partial Merit Scholarship, Kongju National University, Aug. 2020.
  5. Half Merit Scholarship, Kongju National University, Feb. 2020.
  6. First Prize, KNU Startup Contest, Dec. 2019.
  7. Grand Prize, Startup Idea Contest at the Regional Union College Student Startup Camp, Nov. 2019.
  8. Full Merit Scholarship, Kongju National University, Aug. 2019.
  9. Full Merit Scholarship, Kongju National University, Feb. 2019.
  10. Half Merit Scholarship, Kongju National University, Aug. 2018.
  11. Partial Merit Scholarship, Kongju National University, Feb. 2016.
  12. Partial Merit Scholarship, Kongju National University, Aug. 2015.

Publication

( *: co-first author; **: co-corresponding author )

Submitted

  1. Burst-Aware Horizontal Autoscaling Based on Deep Learning for Stable Microservices (Revision) Jin Park, Byeonghui Jeong, Jueun Jeon, Young-Sik Jeong
  2. TMaD: Three-tier malware detection using multi-view feature for secure convergence ICT environments (Submitted) Jueun Jeon, Byeonghui Jeong, Seungyeon Baek, Young-Sik Jeong

Journal

  1. Efficient Container Scheduling with Hybrid Deep Learning Model for Improved Service Reliability in Cloud Computing IEEE Access, Accepted, Apr. 2024. Sihyun Park*, Jueun Jeon*, Byeonghui Jeong, Young-Sik Jeong
  2. PreVA: Predictive Vertical Autoscaler using Multi Bi-GRU for Sustainable Cloud-Native Computing Human-centric Computing and Information Sciences, Accepted, Jul. 2023. Byeonghui Jeong*, Jueun Jeon*, Young-Sik Jeong
  3. Intelligent Resource Scaling for Container-Based Digital Twin Simulation of Consumer Electronics πŸ”— IEEE Transactions on Consumer Electronics, vol. 70, no. 1, pp. 3131-3140, Feb. 2024. Jueun Jeon, Byeonghui Jeong, Young-Sik Jeong
  4. Static Multi Feature-Based Malware Detection Using Multi SPP-net in Smart IoT Environments πŸ”— IEEE Transactions on Information Forensics and Security, vol. 19, pp. 2487-2500, Jan. 2024. Jueun Jeon, Byeonghui Jeong, Young-Sik Jeong
  5. Proactive Resource Autoscaling Scheme based on SCINet for High-performance Cloud Computing πŸ”— IEEE Transactions on Cloud Computing, vol. 11, no. 4, pp. 3497-3509, Dec. 2023. Byeonghui Jeong, Jueun Jeon, Young-Sik Jeong
  6. Early Prediction of Ransomware API Calls Behaviour based on GRU-TCN in Healthcare IoT πŸ”— Connection Science, vol. 35, no. 1, pp. 1-15, Jul. 2023. Seungyeon Baek*, Jueun Jeon*, Byeonghui Jeong, Young-Sik Jeong
  7. Stable and efficient resource management using deep neural network on cloud computing πŸ”— Neurocomputing, vol. 521, pp. 99-112, Feb. 2023. Byeonghui Jeong, Seungyeon Baek, Sihyun Park, Jueun Jeon, Young-Sik Jeong
  8. Hybrid Malware Detection Based on Bi-LSTM and SPP-Net for Smart IoT πŸ”— IEEE Transactions on Industrial Informatics, vol. 18, no. 7, pp. 4830-4837, Jul. 2022. Jueun Jeon, Byeonghui Jeong, Seungyeon Baek, Young-Sik Jeong
  9. Two-Stage Hybrid Malware Detection Using Deep Learning πŸ”— Human-centric Computing and Information Sciences, vol. 11, pp. 1-14, Jun. 2021. Seungyeon Baek, Jueun Jeon, Byeonghui Jeong, Young-Sik Jeong
  10. Development of a Personal Clothing Recommendation System that Reflects Individual Temperature Sensitivity πŸ”— Journal of Digital Convergence, vol. 19, no. 2, pp. 357-363, Feb. 2021. Byeonghui Jeong, Woo-Seok Kim, Sang-Yong Lee

Conference

  1. Intelligent Resource Management Scheme for Efficient Cloud-based Digital Twinning in Proceedings of the 18th International Conference on Multimedia and Ubiquitous Engineering (MUE 2024), Apr. 2024. Byeonghui Jeong, Jueun Jeon, Young-Sik Jeong
  2. Proactive Container Autoscaling using DEVS for Efficient Cloud-Native Computing in Proceedings of the 2024 World Congress on Information Technology Applications and Services (World IT Congress 2024), Feb. 2024. Byeonghui Jeong, Jueun Jeon, Young-Sik Jeong
  3. 단일 카메라λ₯Ό μ΄μš©ν•œ 온라인 회의 ν”Œλž«νΌ μ‚¬μš©μžμ˜ 집쀑도 평가 in Proceedings of the 36th Workshop on Image Processing and Image Understanding (IPIU 2024), Feb. 2024. Sanga Park, Byeonghui Jeong, Chul Lee, Young-Sik Jeong
  4. 3-tier Malware Detection on Cloud Computing in Proceedings of the 15th International Conference on Computer Science and its Applications (CSA 2023), Dec. 2023. Jueun Jeon, Byeonghui Jeong, Young-Sik Jeong
  5. CoHA: Context-optimized Hybrid Autoscaling Scheme based on Reinforcement Learning and Deep Learning in Proceedings of the 7th International Conference on Big data, IoT, and Cloud Computing (BIC 2023), Aug. 2023. Byeonghui Jeong, Jueun Jeon, Young-Sik Jeong
  6. Efficient Container Management Scheme based on Deep Learning Model in Proceedings of the 14th International Conference on Computer Science and its Applications (CSA 2022), Dec. 2022. Byeonghui Jeong, Jueun Jeon, Seungyeon Baek, Young-Sik Jeong
  7. Actual Resource Usage based Container Scheduler for High Resource Utilization in Proceedings of the14th International Conference on Computer Science and its Applications (CSA 2022), Dec. 2022. Sihyun Park, Jueun Jeon, Byeonghui Jeong, Kyuwon Park, Seungyeon Baek, Young-Sik Jeong
  8. Ransomware Behavior Prediction with Deep Learning Model in Proceedings of the International Conference on Future Information Technology, applications and services (IFIT 2022 Seoul), Oct. 2022. Seungyeon Baek, Jueun Jeon, Byeonghui Jeong, Young-Sik Jeong
  9. Optimal Scenario Scheduling for Efficient Resource Utilization on Cloud Computing in Proceedings of the 6th International Conference on Big data, IoT, and Cloud Computing (BIC 2022), Aug. 2022. Sihyun Park, Byeonghui Jeong, Jueun Jeon, Young-Sik Jeong
  10. High Availability Resource Management using Deep Neural Network in Proceedings of the 16th International Conference on Multimedia and Ubiquitous Engineering (MUE 2022), Apr. 2022. Byeonghui Jeong, Jueun Jeon, Seungyeon Baek, Kyuwon Park, Sihyun Park, Young-Sik Jeong
  11. Horizontal Pod Autoscaling using Deep learning for Stable Resource Management in Proceedings of the 2022 World Congress on Information Technology Applications and Services (World IT Congress 2022), Feb. 2022. Byeonghui Jeong, Jueun Jeon, Seungyeon Baek, Young-Sik Jeong
  12. Adaptive Vertical Pod Autoscaler for Efficient Cloud Computing Resource Utilization based on Bi-LSTM in Proceedings of the 13th International Conference on Computer Science and its Applications (CSA 2021), Dec. 2021. Seungchul Kim, Byeonghui Jeong, Sihyun Park, Jueun Jeon, Young-Sik Jeong
  13. Obfuscated Malware Detection using Multimodal Deep Learning in Proceedings of the 5th International Conference on Big data, IoT, and Cloud Computing (BIC 2021), Aug. 2021. Jueun Jeon, Seungyeon Baek, Byeonghui Jeong, Young-Sik Jeong
  14. Two Stage Malware Detection Method using Hybrid Analysis Feature in Proceedings of the 12th International Conference on Computer Science and its Applications (CSA 2020), Dec. 2020. Seungyeon Baek, Jueun Jeon, Byeonghui Jeong, Young-Sik Jeong

Patent

  1. Method of Autoscaling Resource and Cloud-Native Computing System for executing the same 10-2024-0039897, Mar. 22, 2024 Young-Sik Jeong, Jueun Jeon, Byeonghui Jeong
  2. Method of Resource Scaling for Container-based Digital Twin Simulation and System for executing the same 10-2024-0039896, Mar. 22, 2024 Young-Sik Jeong, Jueun Jeon, Byeonghui Jeong
  3. Method of predicting vertical autoscaling and cloud-native computing system for executing the same 10-2024-0039895, Mar. 22, 2024 Young-Sik Jeong, Jueun Jeon, Byeonghui Jeong
  4. Method of predicting Ransomware and Apparatus for executing the same 10-2024-0039894, Mar. 22, 2024 Young-Sik Jeong, Jueun Jeon, Byeonghui Jeong
  5. Clothing recommendation server reflecting user sensitive temperature, and clothing recommendation method using the same no. 10-2598151, Oct. 31, 2023. Byeonghui Jeong, Woo-Seok Kim, Sang-Yong Lee

Academic Activity

Reviewer

Computer Skill

Language

Cloud computing platform