News

Minjae Kang (M.S. student) presented his paper “MOBOS: Co-optimizing Cost and Execution Time in Serverless Workflow with Multi-Objective Bayesian Optimization” at the IEEE International Conference on Cloud Computing 2025 (CLOUD 2025).

Hyunseung Jung (M.S. student) presented his paper “Korel: Dynamic AMP-based Straggler Mitigation in Multi-Tenant Distributed Deep Learning Environments” at the IEEE International Conference on Cloud Computing 2025 (CLOUD 2025).

Myeong Jun Kim (M.S. student) presented his paper “ReSACO: A Meta Reinforcement Learning Method for Fast Offloading in Mobile Edge Computing” at the IEEE International Conference on Cloud Computing 2025 (CLOUD 2025).

Hokun Park (Ph.D student) presented his paper “HEART: Heterogeneous-Aware Traffic Allocation in Multi-Replica Deployments on Kubernetes” at the IEEE International Conference on Cloud Computing 2025 (CLOUD 2025).

Jeonghui Lee (Undergraduate student) presented his paper “A Performance Analysis by Straggler Processing Techniques for DL frameworks that support real-time optimization in heterogeneous GPUcloud environments” at the Domestic Conference KCC 2025.

Seoeun Kwon (Undergraduate student) presented her paper “Dynamic Replica Replacement Technique Based on Deep Reinforcement Learning for Cost-Effective Cluster Utilization in Heterogeneous Kubernetes Environment” at the Domestic Conference KCC 2025.

Minjae Jung (M.S. student) presented his paper “Performance Analysis of Inference Using Different Batch Policies in TensorRT-LLM Environment” at the Domestic Conference KCC 2025.

Minwoo Kang (M.S. student) presented his paper “SUPLEC:Microservice Scheduling Under Unexpected Peak Load in the Edge-Cloud Continuum” at the IEEE International Symposium on Cluster, Cloud and Internet Computing 2025 (CCGrid 2025).

Taeshin Kang (Ph.D student) presented his paper “Elastic Vertical Memory Management for Container-based Stateful Applications in Kubernetes” at the ACM/SIGAPP Symposium On Applied Computing 2025 (SAC 2025).

Donggyun Kim (M.S. student) presented his paper “LARE-HPA: Co-optimizing Latency and Resource Efficiency for Horizontal Pod Autoscaling in Kubernetes” at the International Conference on Service Oriented Computing 2024 (ICSOC 2024) and received the Distinguished Paper Award (Top 6), with an acceptance rate of 14.5%.

Hokun Park (M.S. student) presented his paper “Optimizing Traffic Allocation for Multi-Replica Microservice Deployments in Edge Cloud” at the International Conference on Service Oriented Computing 2024 (ICSOC 2024), with an acceptance rate of 14.5%.

Min Chang Kim (M.S. student) presented his paper “An Analysis of Image Pulling Time Based on Dockerfile Optimization Using Multi-Stage Builds in Serverless Computing” at the Domestic Conference on ACK 2024.

Seoeun Kwon (Undergraduate student) won the Silver Award (은상) at the Domestic Conference on Annual Conference of KIPS 2024 (ACK 2024) for her paper “An Analysis of Response Time Depending on CPU Resource Contention between Pods in Kubernetes Environment”.

Seoeun Kwon (Undergraduate student) presented her paper “An Analysis of CPU Utilization and Service Latency Based on Cool Down Time Configuration in Kubernetes” at the Domestic Conference on ACK 2024.

HoSun Lee (Undergraduate student) presented his paper “Throw – A Browser Based Cross Platform File Transfer System” at the Domestic Conference on ACK 2024.

Seungjoo Han (Undergraduate student) presented his paper “An Analysis of Response Time Depending on CPU Resource Contention between Pods in Kubernetes Environment” at the Domestic Conference on ACK 2024.

Geonwoo Kim (Undergraduate student) presented his paper “An Analysis of Service Latency Based on Replica Resource Granularity in Kubernetes Environment” at the Domestic Conference on ACK 2024.

Minjae Kang (M.S. student) presented his paper “Cost-Efficient Resource Allocation Technique using Bayesian Optimization in Serverless Environment” at the Domestic Conference on KCC 2024.

Kyumin Kim (Undergraduate student) presented his paper “Performance Analysis of Attention Algorithms for Resource-Efficient LLM Systems” at the Domestic Conference on KCC 2024.

Hokun Park (M.S. student) presented his paper “Communication-Aware Optimization of Microservice Scheduling on Edge Computing” at the International Conference on IC 2024.

Donggyun Kim (M.S. student) presented his paper “Proactive Auto Scaling Based on Marginal Request Change Analysis for Reducing Tail Latency in Kubernetes Cluster” at the International Conference on IC 2024.

Myeongjun Kim (M.S. student) won the Best Paper Award(최우수상) at the Domestic Conference on Annual Conference of KIPS (ACK 2023) for his paper “A Performance Analysis of HPC Task According to Cgroup Policies of Singularity Container in Heterogeneous Cores Environment”.

Myeongjun Kim (M.S. student) presented his paper “A Performance Analysis of HPC Task According to Cgroup Policies of Singularity Container in Heterogeneous Cores Environment” at the Domestic Conference on ACK 2023.

Yerang Kim (Undergraduate student) won the Special Paper Award(nipa원장상) at the Domestic Conference on Annual Conference of KIPS (ACK 2023) for her paper “A Performance Analysis of Model Training Due to Different Batch Sizes in Synchronous Distributed Deep Learning Environments”.

Yerang Kim (Undergraduate student) presented her paper “A Performance Analysis of Model Training Due to Different Batch Sizes in Synchronous Distributed Deep Learning Environments” at the Domestic Conference on ACK 2023.

Minjae Kang (Undergraduate student) won the Paper Award(학부생부문 장려상) at the Domestic Conference on Annual Conference of KIPS (ACK 2023) for his paper “A Performance Analysis of Web Applications on Kubernetes with Container Runtimes for Scalable System Design”.

Minjae Kang (Undergraduate student) presented his paper “A Performance Analysis of Web Applications on Kubernetes with Container Runtimes for Scalable System Design” at the Domestic Conference on ACK 2023.

Minwoo Kang (M.S. student) presented his paper “A Performance Analysis of Pulling Rate Based on Image Layer Concurrency Level in Docker Environment for Cold Start Mitigation” at the Domestic Conference on ACK 2023.

Hyunseoung Jang (M.S. student) presented his paper “Comparative Analysis of Computation Times Based on the Number of Containers for CPU-Intensive Tasks in the Kubeflow Environment” at the Domestic Conference on ACK 2023.

Taeshin Kang (M.S. student) presented his paper “Container Restart Reduction Technique in Kubernetes Using Memory Oversubscription” at the International Conference on MASS 2023.i