Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 김예성 | - |
| dc.contributor.author | Sanghoon Lee | - |
| dc.date.accessioned | 2023-03-22T19:57:33Z | - |
| dc.date.available | 2023-03-22T19:57:33Z | - |
| dc.date.issued | 2023 | - |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/45760 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000656260 | - |
| dc.description | Clustering Algorithms, Near Data Processing, Disaggregated Memory, CXL, Genetic Algorithms | - |
| dc.description.tableofcontents | Ⅰ. INTRODUCTION 1 II. RELATED WORK 6 III. OVERVIEW OF SIDEKICK 8 3.1 Architectural Overview: Memory Disaggregation with CXL 10 3.2 Core Software: Automated Migration Technique 12 IV. AUTOMATED PROGRAM CONTEXT EXTRACTION 13 4.1 Program Context Extraction 13 4.2 Managing computation and memory allocation 15 4.3 Implementation 16 V. MIGRATION POLICY DECISION 17 5.1 Initialization of Genetic Algorithm 18 5.2 Identifying the best migration policy using genetic algorithm 19 VI. EXPERIMENTAL RESULTS 21 6.1 Experimental Setup 21 6.2 Migration Decision Evaluation 26 6.2.1 Effectiveness and Scalability 26 6.2.2 Migration Quality Evaluation 27 6.3 Memory Activity Evaluation 29 6.4 In-Depth Analysis of Sidekick Optimization Procedure 30 6.5 Impact of Bootstrapping 31 VII. CONCLUSION 33 |
- |
| dc.format.extent | 36 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.title | Near Data Processing for Clustering Enhanced by Automatic Memory Disaggregation | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/THESIS.200000656260 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Department of Electrical Engineering and Computer Science | - |
| dc.contributor.coadvisor | Sungjin Lee | - |
| dc.date.awarded | 2023-02-01 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.IM 이52 202302 | - |
| dc.date.accepted | 2023-03-21 | - |
| dc.contributor.alternativeDepartment | 전기전자컴퓨터공학과 | - |
| dc.subject.keyword | Clustering Algorithms | - |
| dc.subject.keyword | Near Data Processing | - |
| dc.subject.keyword | Disaggregated Memory | - |
| dc.subject.keyword | CXL | - |
| dc.subject.keyword | Genetic Algorithms | - |
| dc.contributor.affiliatedAuthor | Sanghoon Lee | - |
| dc.contributor.affiliatedAuthor | Yeseong Kim | - |
| dc.contributor.affiliatedAuthor | Sungjin Lee | - |
| dc.contributor.alternativeName | 이상훈 | - |
| dc.contributor.alternativeName | Yeseong Kim | - |
| dc.contributor.alternativeName | 이성진 | - |
| dc.rights.embargoReleaseDate | 2025-02-28 | - |
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