EDBT 2026 Demo / reviewers in the wild / expert
Wanju Doh
dblp:299/7694
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4ranked-venue papers
1as first author
4since 2021 · last 2026
0000-0002-8145-253XORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Systems, architecture and hardware · 4 · 1 first-author · 4 since 2021
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Clone: A Collaborative Multi-device System for Retrieval-Augmented Generation over CXLabstractAs vector databases scale in Retrieval-Augmented Generation (RAG), the retrieval phase increasingly bottlenecks end-to-end latency. While Compute Express Link (CXL) offers scalable memory expansion, naïve CXL deployments suffer from intra-device bandwidth saturation and inter-device load imbalance, which collectively hinder system responsiveness. Seoyoung Ko, Wanju Doh, Eojin Na, Hyunjeong Shim, Sungmin Yun 0001, Jinin So, Yongsuk Kwon, Sang-Soo Park, Si-Dong Roh, Minyong Yoon, Taeksang Song, Eojin Lee, Jung Ho Ahn |
ICS | 2 |
| 2025 | PET: Proactive Demotion for Efficient Tiered Memory ManagementabstractTiered memory is a promising approach for increasing main-memory capacity at a lower cost by using DRAM as the upper tier (fast memory) and slower-but-cheap byte-addressable memory as the lower tier (slow memory). A proactive demotion, one of the ways to use tiered memory efficiently, demotes cold data to slow memory even when fast memory has sufficient free space. Prior works have utilized proactive demotion to reduce the high cost of main memory by reducing applications' resident set size in fast memory. Further, proactive demotion helps mitigate severe performance degradation caused by fast memory shortages when there is a spike in demand for hot data. Still, we observe that leveraging memory access locality within the allocation units of applications enables larger fast-memory savings with lower system overhead. Wanju Doh, Yaebin Moon, Seoyoung Ko, Seunghwan Chung, Kwanhee Kyung, Eojin Lee, Jung Ho Ahn |
EuroSys | 1 |
| 2024 | IDT: Intelligent Data Placement for Multi-tiered Main Memory with Reinforcement LearningabstractTo address the limitation of a DRAM-based single-tier in satisfying the comprehensive demands of main memory, multi-tiered memory systems are gaining widespread adoption. To support these systems, operating-system-level solutions that analyze the application's memory access patterns and ensure data placement in the appropriate memory tier have been vastly explored. Juneseo Chang, Wanju Doh, Yaebin Moon, Eojin Lee, Jung Ho Ahn |
HPDC | 2 |
| 2022 | Mithril: Cooperative Row Hammer Protection on Commodity DRAM Leveraging Managed RefreshabstractSince its public introduction in the mid-2010s, the Row Hammer (RH) phenomenon has drawn significant attention from the research community due to its security implications. Although many RH-protection schemes have been proposed by processor vendors, DRAM manufacturers, and academia, they still have shortcomings. Solutions implemented in the memory controller (MC) incur increasingly higher costs due to their conservative design for the worst case in terms of the number of DRAM banks and RH threshold to support. Meanwhile, DRAM-side implementation either has a limited time margin for RH-protection measures or requires extensive modifications to the standard DRAM interface. Recently, a new command for RH-protection has been introduced in the DDR5/LPDDR5 standards, referred to as refresh management (RFM). RFM enables the separation of the tasks for RH-protection to both MC and DRAM by having the former generate an RFM command at a specific activation frequency and the latter take proper RH-protection measures within a given time window. Although promising, no existing study presents and analyzes RFM-based solutions for RH-protection. In this paper, we propose Mithril, the first RFM interface-compatible, DRAM-MC cooperative RH-protection scheme providing deterministic protection guarantees. Mithril has minimal energy overheads for common use cases without adversarial memory access patterns. We also introduce Mithril+, an optional extension to provide minimal performance overheads at the expense of a tiny modification to the MC, while utilizing existing DRAM commands. Michael Jaemin Kim, Jaehyun Park 0006, Yeonhong Park, Wanju Doh, Namhoon Kim, Tae Jun Ham, Jae W. Lee, Jung Ho Ahn |
HPCA | 4 |