activity
20182023
most citedA Probabilistic Machine Learning Approach to Scheduling Parallel Loops with Bayesian Optimization

15 citations · 33 across the 9 of their papers we have counts for

collaborators

9 papers

cs.DC2023★ 1 cited

An Analytical Model-based Capacity Planning Approach for Building CSD-based Storage Systems

Hongsu Byun, Safdar Jamil, Jungwook Han +5

The data movement in large-scale computing facilities (from compute nodes to data nodes) is categorized as one of the major contributors to high cost and energy utilization. To tac…

cs.DC2022★ 15 cited

A Probabilistic Machine Learning Approach to Scheduling Parallel Loops with Bayesian Optimization

Kyurae Kim, Youngjae Kim, Sungyong Park

This paper proposes Bayesian optimization augmented factoring self-scheduling (BO FSS), a new parallel loop scheduling strategy. BO FSS is an automatic tuning variant of the factor…

cs.CR2021

A Policy-based Versioning SSD with Intel SGX

Jinwoo Ahn, Seungjin Lee, Jinhoon Lee +3

Privileged malware neutralizes software-based versioning systems and destroys data. To counter this threat, a versioning solid-state drive (SSD) that performs versioning inside the…

cs.AR2020

Optimizing Placement of Heap Memory Objects in Energy-Constrained Hybrid Memory Systems

Taeuk Kim, Safdar Jamil, Joongeon Park +1

Main memory (DRAM) significantly impacts the power and energy utilization of the overall server system. Non-Volatile Memory (NVM) devices, such as Phase Change Memory and Spin-Tran…

cs.CR2020★ 1 cited

SGX-SSD: A Policy-based Versioning SSD with Intel SGX

Jinwoo Ahn, Seungjin Lee, Jinhoon Lee +4

This paper demonstrates that SSDs, which perform device-level versioning, can be exposed to data tampering attacks when the retention time of data is less than the malware's dwell…

cs.CR2019★ 2 cited

KEY-SSD: Access-Control Drive to Protect Files from Ransomware Attacks

Jinwoo Ahn, Donggyu Park, Chang-Gyu Lee +5

Traditional techniques to prevent damage from ransomware attacks are to detect and block attacks by monitoring the known behaviors such as frequent name changes, recurring access t…