L. Lu et al., “WiscKey: Separating Keys from Values in SSD-conscious Storage”, FAST’16, : Presentation by 신호진
P. Raju et al., “PebblesDB: Building Key-Value Stores using Fragmented Log-Structured Merge Trees”, SOSP’17, : Presentation by 이광희

FS (File System) basic : 3월 17일

B. Vangoor et al., “To FUSE or Not to FUSE: Performance of User-Space File Systems”, FAST’17, : Presentation by 한예진
S. Miller et al., “High Velocity Kernel File Systems with Bento”, FAST’21, : Presentation by 송인호

FTL basic : 3월 24일

C. Park et al., “A Reconfigurable FTL (Flash Translation Layer) Architecture for NAND Flash-Based Applications”, ACM ToECS’08, : Presentation by 이성현
F. Chen et al., “CAFTL: A Content-Aware Flash Translation Layer Enhancing the Lifespan of Flash Memory based Solid State Drives”, FAST’11, : Presentation by 이제연
S. R. Dulloor et al., “System Software for Persistent Memory”, Eurosys’14, : Presentation by 이고은

NVM basic + Personal Project : 3월 31일

V. Gogte et al., “Software Wear Management for Persistent Memories”, FAST’19, : Presentation by 송인호
T. Yao et al., “MatrixKV: Reducing Write Stalls and Write Amplification in LSM-tree Based KV Stores with a Matrix Container in NVM”, ATC’20, : Presentation by 양문총
Brain storming (Key Ideas, 5 minutes per person)

Machine Learning for Resource Management : 4월 7일

M. Hao et al., “LinnOS: Predictability on Unpredictable Flash Storage with a Light Neural Network”, OSDI’20, : Presentation by 이성현
V. Reddi et al., “MLPerf Inference Benchmark”, ISCA’20, : Presentation by 최동빈
D. Narayanan et al., “Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads”, OSDI’20, : Presentation by 이승균

Indexing : 4월 14일

T. Kraska et al., “The Case for Learned Index Structures”, SIGMOD’18, : Presentation by 아궁
Y. Dai et al., “From WiscKey to Bourbon: A Learned Index for Log-Structured Merge Trees”, OSDI’20, : Presentation by 신호진
K. Bonawitz et al., “Toward Federated Learning at Scale: System Design”, SysML'19, : Presentation by 쏭치아펑

Scheduling for Deep Learning : 4월 21일

Z. Bai et al., "PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications”, OSDI’20, : Presentation by 이고은
J. Mohan et al., “CheckFreq: Frequent, Fine-Grained DNN Checkpointing”, FAST’21, : Presentation by 신민재
Abhishek Vijaya Kumar and Muthian Sivathanu, "Quiver: An Informed Storage Cache for Deep Learning", FAST'20 , : Presentation by 오준오

In Storage Processing : 4월 28일

J. Im et al., “PinK: High-speed In-storage Key-value Store with Bounded Tails”, ATC’20, : Presentation by 이광희
S. Liang et al., “Cognitive SSD: A Deep Learning Engine for In-Storage Data Retrieval”, ATC’19, : Presentation by 쏭치아펑
M. Wilkening el al., “RecSSD: Near Data Processing for Solid State Drive Based Recommendation Inference“, ASPLOS’21, : Presentation by 이성현

Cache + Personal Project : 5월 12일

J. Yang et al., “A large scale analysis of hundreds of in-memory cache clusters at Twitter”, OSDI’20, : Presentation by 아궁
Related paper survey (10 minutes per person)

Distributed storage : 5월 26일

A. Aghayev et al., “File Systems Unfit as Distributed Storage Backends: Lessons from 10 Years of Ceph Evolution”, SOSP’19, : Presentation by 피치
L. Bindschaedler et al., “Hailstorm: Disaggregated Compute and Storage for Distributed LSM-based Databases”, ASPLOS’20, : Presentation by 이승균
W. Zhong et al., “REMIX: Efficient Range Query for LSM-trees”, FAST’21, : Presentation by 양문총

Transaction : 6월 2일

S. Lee et al., “Application-Managed Flash”, FAST’17, : Presentation by 한예진
Y. Hu et al., “TxFS: Leveraging File-System Crash Consistency to Provide ACID Transactions”, ATC’18, : Presentation by 이제연
H. Chen et al, “SpanDB: A Fast, Cost-Effective LSM-tree Based KV Store on Hybrid Storage”, FAST’21, : Presentation by 신호진

SLO (Service Level Objective) : 6월 9일

L. Zheng et al., “Ansor: Generating High-Performance Tensor Programs for Deep Learning”, OSDI’20, : Presentation by 최동빈
A. Gujarati et al., “Serving DNNs like Clockwork: Performance Predictability from the Bottom Up”, OSDI’20, : Presentation by 신민재
M. Hao et al., “MittOS: Supporting Millisecond Tail Tolerance with Fast Rejecting SLO-Aware OS Interface”, SOSP’17, : Presentation by 피치

Others : 6월 15일

S. Dong et al., “Evolution of Development Priorities in Key-value Stores Serving Large-scale Applications: The RocksDB Experience”, FAST’21, : Presentation by 이광희
D. Korolija et al., “Do OS abstractions make sense on FPGAs?”, OSDI’20, : Presentation by 이제연
Y. Shan et al, “LegoOS: A Disseminated, Distributed OS for Hardware Resource Disaggregation”, OSDI'18, : Presentation by 오준호

Final project : 6월 16일

Idea, Related work, Design, Evaluation results
15 minutes for each student

Other Candidates

Roy Levin and David D. Redell, "How (and How Not) to Write a Good Systems Paper", 1983
J. Eisner, “How to Read a Technical Paper”, https://www.cs.jhu.edu/~jason/advice/how-to-read-a-paper.html
J. Maletic, “How to Read and Evaluate Technical Papers”, http://www.cs.kent.edu/~jmaletic/howtoread.html
S. Keshav, “How to read a paper”, https://web.stanford.edu/class/ee384m/Handouts/HowtoReadPaper.pdf

T. Zhang et al., “FPGA-Accelerated Compactions for LSM-based Key-Value Store”, USENIX FAST, 2020
V. Gogte et al., “Software Wear Management for Persistent Memories”, USENIX FAST, 2019
N. Megiddo et al., “ARC: A Self-Tuning, Low Overhead Replacement Cache,” FAST, 2003
S. Kannan et al., HeteroOS: Os design for heterogeneous, memory management in datacenter, 2017
R. Kadekodi et al., SplitFS: Reducing Software Overhead in File Systems for Persistent Memory, ACM SOSP, 2019
D. Bittman, P. Alvaro, D. D. E. Long, and E. L. Miller, Optimizing Systems for Byte-Addressable NVM by Reducing Bit Flipping, USENIX FAST, 2019
F. Xia et al., HiKV: A Hybrid Index Key-Value Store for DRAM-NVM Memory Systems, USENIX ATC, 2017
B. Kim, "Design Tradeoffs for SSD Reliability", FAST, 2019
E. Gal and S. Toledo, “Algorithms and data structures for flash memories”. ACM Computing Surveys, 2005
T. Yao, “GearDB: A GC-free Key-Value Store on HM-SMR Drives with Gear Compaction”, USENIX FAST, 2019
Butler W. Lampson, “Hints for Computer System Design,” SOSP, 1983
R. L. site, “Benchmarking Hello World“, http://web.stanford.edu/class/cs240/readings/p10-sites.pdf
E. Boutin et al., “Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing", OSDI, 2014
M. Bjørling, J. Gonzalez, and P. Bonnet, “LightNVM: The Linux open-channel SSD subsystem”, FAST, 2017
H. Herodotou, S. Babu, “Profiling, What-if Analysis and Cost-based Optimization of MapReduce Programs”, VLDB, 2011
Y. Shan et al, “LegoOS: A Disseminated, Distributed OS for Hardware Resource Disaggregation”, OSDI, 2018
D. Shukla et al., “Schema-Agnostic Indexing with Azure DocumentDB”, VLDB, 2016
V. Prabhakaran et al., “Transactional Flash”, OSDI, 2008
R. Spillan et al., "Enabling Transactional File Access via Lightweight Kernel Extensions”, FAST, 2019
C. Delimitrou and C. Kozyrakis, “Quasar: Resource-Efficient and QoS-Aware Cluster Management”, ASPLOS, 2014

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주요 시스템 학회

Course Information

Contents

운영체제 (Operating System)

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IT 응용 II (IT Applications II)

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