EDBT 2026 Demo / reviewers in the wild / expert
Praful Ramesh O
dblp:430/7290
· DBLP profile ↗
1ranked-venue papers
0as first author
1since 2021 · last 2026
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Systems, architecture and hardware · 1 · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Computer architecture, parallel and distributed computing, and storage systems
1 paper |
Memory systems · 91% Hardware accelerators and domain-specific architectures · 9% |
Topics — the 3 heaviest of 4, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Memory systems
memory management |
1.0 | 1 | 2026 | S-Tiering: A Unified HW/SW Solution for Memory Tiering Based on the Standard CXL Hotness Monitoring Unit · IEEE Trans. Computers 2026 |
Memory systems › virtual memory management
page migration |
1.0 | 1 | 2026 | S-Tiering: A Unified HW/SW Solution for Memory Tiering Based on the Standard CXL Hotness Monitoring Unit · IEEE Trans. Computers 2026 |
Memory systems
tiered memory |
1.0 | 1 | 2026 | S-Tiering: A Unified HW/SW Solution for Memory Tiering Based on the Standard CXL Hotness Monitoring Unit · IEEE Trans. Computers 2026 |
Methods — techniques the papers use, named apart from their topics
probabilistic data structure · 1.0count-min sketch · 1.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | S-Tiering: A Unified HW/SW Solution for Memory Tiering Based on the Standard CXL Hotness Monitoring UnitabstractIn this paper, we proposeS-Tiering, a unified hardware and software solution for memory tiering based on the standard CXL Hotness Monitoring Unit (CHMU).S-Tieringconsists of hardware components that comply with CHMU hardware specification defined in the CXL 3.2 Specification, and software components that control hardware components. Based on these components,S-Tieringminimizes the access to CXL memory by properly steering page migration.We evaluate various probabilistic data structure algorithms and adopt a Count-Min Sketch-based Hot Page Tracker that achieves 99% accuracy with only 0.3% tracking buffer overhead compared to assigning a dedicated counter for every 4KB page. We implement hardware components ofS-Tieringon an Field-Programmable Gate Array board and software components ofS-Tieringon Ubuntu 22.04 with Linux-v6.8 kernel. We evaluate the performance impact ofS-Tieringon benchmarks representative of real applications (e.g., High Performance Computing, Graph-processing, In-Memory Database).S-Tieringachieves a performance improvement of up to 193% compared to first-touch allocation and outperforms AutoNUMA memory tiering by 184%p.S-Tieringminimizes the memory access to CXL memory and increases the bandwidth utilization of DDR memory up to ×11. Seunghak Lee, Wonjae Lee 0001, Hojin Nam, Jehoon Park, Youngshin Park, Junhyeok Im, Jinin So, Raghu Vamsi Krishna Talanki, Praful Ramesh O, Rajeev Verma, Taeksang Song, Wonhwa Shin, Sangjoon Hwang 0001 |
IEEE Trans. Computers | 10 |