J. Lozi et al., “The Linux Scheduler: a Decade of Wasted Cores,” Eurosys, 2016 : Presentation by 신호진
N. Megiddo et al., "ARC: A Self-Tuning, Low Overhead Replacement Cache", FAST, 2003 : Presentation by 송인호
M. Rosenblum et al., “The Design and Implementation of a Log-Structured File System,” SOSP, 1991 : Presentation by 이정원

Bigdata Framework : 3월 22일

J. Dean et al., “MapReduce: Simplified Data Processing on Large Clusters”, OSDI, 2004 : Presentation by 전성환
L. Lu et al., “WiscKey: Separating Keys from Values in SSD-conscious Storage”, FAST, 2016 : Presentation by 찰스

AI Framework : 3월 29일

M. Abadi et al., “TensorFlow: A System for Large-Scale Machine Learning”, OSDI, 2016 : Presentation by 문동규
H. Wang et al., “PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections”, OSDI, 2021 : Presentation by 박준영

Personal Project + Data structure : 4월 5일

A. Zeitak et al., “Cuckoo Trie: Exploiting Memory-Level Parallelism for Efficient DRAM Indexing", SOSP, 2021 : Presentation by 신호진
ICE break (자기 소개) + Idea (연구 주제 아이디어 발표): 5 minutes per person

New concept : 4월 12일

M. Burke et al., “PRISM: Rethinking the RDMA Interface for Distributed Systems”, SOSP, 2021 : Presentation by 한예진
H. Li et al., “IODA: A Host/Device Co-Design for Strong Predictability Contract on Modern Flash Storage”, SOSP, 2021 : Presentation by 이정원

Scheduling for AI : 4월 19일

D. Narayanan et al., “PipeDream: Generalized Pipeline Parallelism for DNN Training”, SOSP, 2019 : Presentation by 츄씬
A. Qiao et al., “Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning“, OSDI, 2021 : Presentation by 이성현
F. Romero et al., “INFaaS: Automated Model-less Inference Serving”, ATC, 2021 : Presentation by 문동규

Modern KV-store : 4월 26일

G. DeCandia et al., “Dynamo: Amazon’s Highly Available Key-value Store”, SOSP, 2007 : Presentation by 전성환
B. Lepers et al., “Kvell: the Design and Implementation of a Fast Persistent Key-Value Store”, SOSP, 2019 : Presentation by 이성현
Yifan Qiao et al., “Closing the B+-tree vs. LSM-tree Write Amplification Gap on Modern Storage Hardware with Built-in Transparent Compression”, FAST, 2022 : Presentation by 신호진

Kernel architecture : 5월 3일

I. Zhang et al., “The Demikernel Datapath OS Architecture for Microsecond-scale Datacenter Systems”, SOSP, 2021 : Presentation by 최건희
J. Liu et al., “Scale and Performance in a Filesystem Semi-Microkernel”, SOSP, 2021 : Presentation by 이제연

Personal Project + Training data : 5월 10일

G. Lee et al., “Refurbish Your Training Data: Reusing Partially Augmented Samples for Faster Deep Neural Network Training”, ATC, 2021 : Presentation by 박준영
Related work (연구 주제에 대한 관련 연구) + Design (설계 내용) : 5 minutes per person

Workload awareness : 5월 17일

S. McAllister et al., “Kangaroo: Caching Billions of Tiny Objects on Flash”, SOSP, 2021 : Presentation by 최건희
K. Rodrigues et al., “CLP: Efficient and Scalable Search on Compressed Text Logs”, OSDI, 2021 : Presentation by 찰스
S. Bergsma et al., “Generating Complex, Realistic Cloud Workloads using Recurrent Neural Networks”, SOSP, 2021 : Presentation by 이제연

Intelligent storage : 5월 24일

S. Kim et al., “Behemoth: A Flash-centric Training Accelerator for Extreme-scale DNNs “, FAST, 2021 : Presentation by 송인호
J. Mohan et al., “CheckFreq: Frequent, Fine-Grained DNN Checkpointing”, FAST, 2021 : Presentation by 츄씬

Disaggregation and Serverless : 5월 31일

Y. Shan et al., “LegoOS: A Disseminated, Distributed OS for Hardware Resource Disaggregation”, OSDI, 2018 : Presentation by 최건희
M. Shahrad et al., “Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider”, ATC, 2020 : Presentation by 한예진

Storage stack : 6월 7일

J. Hwang et al., “Rearchitecting Linux Storage stack”, OSDI, 2021 : Presentation by 이성현
I. Neal et al., “Rethinking File Mapping for Persistent Memory”, FAST, 2021 : Presentation by 이제연

Final project : 6월 14일

Idea, Related work, Design, Evaluation results (발표) + Documentation (논문 형식으로 작성)
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

Butler W. Lampson, “Hints for Computer System Design,” SOSP, 1983
M. Marty Set al., “Snap: a Microkernel Approach to Host Networking”, SOSP, 2019
T. A. KhanDmon et al., “DMon: Efficient Detection and Correction of Data Locality Problems Using SP”, OSDI, 2021
J. Hwang et al., “Rearchitecting Linux Storage stack”, OSDI, 2021
S. R. Dulloor et al., “System Software for Persistent Memory”, Eurosys, 2014
R. Kadekodi et al., SplitFS: Reducing Software Overhead in File Systems for Persistent Memory, SOSP, 2019
V. Reddi et al., “MLPerf Inference Benchmark”, ISCA, 2020
L. Zheng et al., “Ansor: Generating High-Performance Tensor Programs for Deep Learning”, OSDI, 2020
Fan Lai et al., “Oort: Efficient Federated Learning via Guided Participant Selection”, OSDI, 2021
Tim Kraska et al, “The Case for Learned Index Structures”, SIGMOD, 2018
Lingxiao Ma et al., “NeuGraph: Parallel Deep Neural Network Computation on Large Graphs”, ATC, 2019
C. Li et al., “GLIST: Towards In-Storage Graph Learning”, ATC, 2021
S. Lee et al., “MIND: In-Network Memory Management for Disaggregated Data Centers, SOSP, 2021
J. Kim et al., “LineFS: Efficient SmartNIC Offload of a Distributed File System with Pipeline Parallelism, SOSP, 2021
S. Weil et al., “Ceph: A Scalable, High-Performance Distributed File System”, OSDI, 2006
E. Dauterman et al., "Snoopy: Surpassing the Scalability Bottleneck of Oblivious Storage", SOSP, 2021
A. Bhardwaj et al., “NrOS: Effective Replication and Sharing in an Operating System”, OSDI, 2021
S. Jaffer et al., “Improving the Reliability of Next Generation SSDs using WOM-v Codes”, FAST, 2022
A. Ganesan et al., “Exploiting Nil-Externality for Fast Replicated Storage”, SOSP, 2021
S. Dong et al., “Evolution of Development Priorities in Key-value Stores Serving Large-scale Applications: The RocksDB Experience”, FAST, 2021
H. Herodotou, S. Babu, “Profiling, What-if Analysis and Cost-based Optimization of MapReduce Programs”, VLDB, 2011
O. Balmau et al, “SILK: Preventing Latency Spikes in Log-Structured Merge Key-Value Stores”, ATC, 2019
F. Chen et al., “CAFTL: A Content-Aware Flash Translation Layer Enhancing the Lifespan of Flash Memory based Solid State Drives”, FAST, 2011
M. Bjørling et al., “ZNS: Avoiding the Block Interface Tax for Flash-based SSDs“, ATC, 2021
J. Zhang et al., “FlashKV: Accelerating KV Performance with Open-Channel SSDs”, ACM Tr.ECS, 2017
B. Kim, "Design Tradeoffs for SSD Reliability", FAST, 2019
R. L. site, “Benchmarking Hello World“, http://web.stanford.edu/class/cs240/readings/p10-sites.pdf

관련 자료

주요 시스템 학회

Course Information

Contents

운영체제 (Operating System)

Back to Top

고급 운영체제 (Advanced Operating System)

Back to Top