Soeun Kim (B.S 2024.03 ~ 2025.01)
Current Position: KT Corporation
Publications with BigData and HPC Lab
Efficient I/O Performance-Focused Scheduling in High-Performance Computing (MDPI Applied Sciences)
Analysis of Numerous Security Algorithm Performance with Data Encryption on Edge Device  (MobiSec 2024)
Changjong Kim (M.S, 2022.09~2024.06)
Current Position: Ph.D Student @ SeoulTech (BigData and HPC lab)
Publications with BigData and HPC Lab
A2FL: Autonomous and Adaptive File Layout in HPC through Real-time Access Pattern Analysis (IPDPS, 2024, BK21 IF: 2)
Empowering Cyberattack Identification in IoHT Networks with Neighborhood Component-based Improvised Long Short-Term Memory (IEEE Internet of Things Journal, 2024, SCIe, JCR Top 3%)
Optimizing Logging and Monitoring in Heterogeneous Cloud Environments for IoT and Edge Applications (IEEE Internet of Things Journal, 2023, SCIe, JCR Top 3%)
Towards Access Pattern Prediction for Big Data Applications (ICTC, 2022)
Manish Kumar (Post-Doc, 2022.10 ~ 2024.10)
Current Position: Assistant Professor @ Marwadi University
Publications with BigData and HPC Lab
Hybrid Deep Learning-based Cyberthreat Detection and IoMT Data Authentication Model in Smart Healthcare (Future Generation Compter Systems, SCIe, JCR Top 10%)
Augmented Access Pattern-based I/O Performance Prediction using Directed Acyclic Graph Regression (Cluster Computing, 2024, SCIe)
Secure IoHT: Embedded Federated Learning-Driven Long Short-Term Memory for Cyberattack Detection (MDPI Electronics, 2024, SCIe)
Predictive Analytics for Mortality: FSRNCA-FLANN Modeling Using Public Health Inventory Records. (IEEE Access, 2024, SCIe)
Empowering Cyberattack Identification in IoHT Networks with Neighborhood Component-based Improvised Long Short-Term Memory (IEEE Internet of Things Journal, 2024, SCIe, JCR Top 3%)
A Hybrid Model based on Convolution Neural Network and Long Short-Term Memory for Qualitative Assessment of Permeable and Porous Concrete (Case Studies in Construction Materials, 2023, SCIe)
