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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
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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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