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A Diffusion-Based Framework for Configurable and Realistic Multi-Storage Trace Generation
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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Kim, Seohyun | - |
| dc.contributor.author | Lee, Junyoung | - |
| dc.contributor.author | Park, Jongho | - |
| dc.contributor.author | Koo, Jinhyung | - |
| dc.contributor.author | Lee, Sungjin | - |
| dc.contributor.author | Kim, Yeseong | - |
| dc.date.accessioned | 2026-02-10T20:40:18Z | - |
| dc.date.available | 2026-02-10T20:40:18Z | - |
| dc.date.created | 2025-10-30 | - |
| dc.date.issued | 2025-05-20 | - |
| dc.identifier.isbn | 9798331503048 | - |
| dc.identifier.issn | 0738-100X | - |
| dc.identifier.uri | https://scholar.dgist.ac.kr/handle/20.500.11750/60049 | - |
| dc.description.abstract | We propose DiTTO, a novel diffusion-based framework for generating realistic, precisely configurable, and diverse multi-device storage traces. Leveraging advanced diffusion techniques, DiTTO enables the synthesis of high-fidelity continuous traces that capture temporal dynamics and inter-device dependencies with user-defined configurations. Our experimental results demonstrate that DiTTO can generate traces with high fidelity and diversity while aligning closely with guided configurations with only 8% errors. | - |
| dc.language | English | - |
| dc.publisher | ACM Special Interest Group on Design Automation (SIGDA), IEEE Council on Electronic Design Automation (CEDA) | - |
| dc.relation.ispartof | Proceedings - Design Automation Conference | - |
| dc.title | A Diffusion-Based Framework for Configurable and Realistic Multi-Storage Trace Generation | - |
| dc.type | Conference Paper | - |
| dc.identifier.doi | 10.1109/DAC63849.2025.11132678 | - |
| dc.identifier.scopusid | 2-s2.0-105017750343 | - |
| dc.identifier.bibliographicCitation | Design Automation Conference, pp.1 - 2 | - |
| dc.identifier.url | https://2025.ieee-icra.org/ | - |
| dc.citation.conferenceDate | 2025-05-19 | - |
| dc.citation.conferencePlace | US | - |
| dc.citation.conferencePlace | San Francisco | - |
| dc.citation.endPage | 2 | - |
| dc.citation.startPage | 1 | - |
| dc.citation.title | Design Automation Conference | - |
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- Kim, Yeseong김예성
-
Department of Electrical Engineering and Computer Science
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