Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 이성진 | - |
| dc.contributor.author | Woojin Cho | - |
| dc.date.accessioned | 2022-03-07T16:00:27Z | - |
| dc.date.available | 2022-03-07T16:00:27Z | - |
| dc.date.issued | 2022 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000593310 | en_US |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/16301 | - |
| dc.description | Big Data, LSM-tree, Database, Computer System, 빅데이터, 데이터베이스, 컴퓨터 시스템 | - |
| dc.description.statementofresponsibility | N | - |
| dc.description.tableofcontents | I. Introduction 1 II. Background & Related Work 4 2.1 Background 4 2.1.1 LSM Tree Key-Value Store 4 2.1.2 Bloom Filter 5 2.1.3 MyRocks 5 2.1.4 Column Family & Multi Tenant 6 2.2 Related Work 7 2.2.1 Iso-KVSSD 7 2.2.2 Kevin 7 2.2.3 Parameter Tuning Using Deep Learning 8 III. Motivation 9 3.1 Problem of the Existing Shared Global LSM-tree 10 3.2 Problems with Existing Parameter Configuration 11 IV. LSM Forest 12 4.1 How to Planting LSM Tree 12 4.1.1 Target Application 13 4.1.2 Per Table Allocation LSM-tree 14 4.1.3 How to optimally allocate LSM-tree for each workload pattern 15 4.2 How to Gardening LSM Tree 16 4.2.1 Configure parameters according to workload characteristics 16 4.2.2 Resource allocate for each LSM-tree according to workload characteristics 19 V. Evaluation 27 5.1 Experimental Setup 27 5.1.1 Evaluation Setting 27 5.1.2 Comparison of each optimization 28 VI. Conclusions 30 References 31 |
- |
| dc.format.extent | 33 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.subject | Big Data, LSM-tree, Database, Computer System, 빅데이터, 데이터베이스, 컴퓨터 시스템 | - |
| dc.title | LSM-Forest: Planting Workload-optimized LSM-trees | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/thesis.200000593310 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Information and Communication Engineering | - |
| dc.contributor.coadvisor | Yongjune Kim | - |
| dc.date.awarded | 2022/02 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.IM 조66 202202 | - |
| dc.date.accepted | 1/21/22 | - |
| dc.contributor.alternativeDepartment | 정보통신융합전공 | - |
| dc.embargo.liftdate | 20260228 | - |
| dc.contributor.affiliatedAuthor | Woojin Cho | - |
| dc.contributor.affiliatedAuthor | Sungjin Lee | - |
| dc.contributor.affiliatedAuthor | Yongjune Kim | - |
| dc.contributor.alternativeName | 조우진 | - |
| dc.contributor.alternativeName | Sungjin Lee | - |
| dc.contributor.alternativeName | 김용준 | - |
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