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Paper Reading


Hi! This is my repo for storing my records of paper reading.

The following table records the paper I read (Hopefully I can update this repo more frequently).


Table of contents

In-Network Aggregation for Shared Machine Learning Clusters (MLsys' 2021) 2022-06-23
Scaling Distributed Machine Learning with the Parameter Server (OSDI' 2014) 2022-06-24
Parameter Server for Distributed Machine Learning (NIPS' 2013) 2022-06-25
GPipe: Easy Scaling with Micro-Batch Pipeline Parallelism (NIPS' 2019) 2022-06-29
Looking_Beyond_GPUs_for_DNN_Scheduling_on_Multi-Tenant_Clusters (OSDI' 2022) 2022-07-20
Time Series Forecasting With Deep Learning: A Survey(arXiv'2020) 2022-07-24
Deep State Space Models for Time Series Forecasting(NIPS'2018) 2022-07-25
Yuzu: Neural-Enhanced Volumetric Video Streaming(NSDI'2022) 2022-09-08
XRP: In-Kernel Storage Functions with eBPF(OSDI'2022) 2023-02-02
BytePS (OSDI'2020) 2023-02-16
IODA (SOSP'2021) 2023-02-20
EVStore (ASPLOS'2023) 2023-04-16
LIBROS (CLOUD'2022) 2023-04-17
LAKE (ASPLOS'2023) 2023-04-18
LinnOS (OSDI'2020) 2023-04-19
Fantastic SSD Internals and How to Learn and Use Them (SYSTOR'2022) 2023-04-20
IONET 2023-04-21
LeapIO (ASPLOS'2020) 2023-04-22
SODP (DSN'2020) 2023-04-23
KML (TOS'2023) 2023-04-24
MittOS (SOSP'2017) 2023-04-25
TTFLASH (FAST'2017) 2023-04-26
FrozenHot Cache (Eurosys'2023) 2023-04-27
MenLiner (OSDI'2022) 2023-04-28
zIO (OSDI'2022) 2023-04-30
Tiger (OSDI'2022) 2023-05-01
PACEMAKER (OSDI'2020) 2023-05-02
FEMU (FAST'2018) 2023-05-13
LiteFlow (Sigcomm'2022) 2023-06-02
IOFlow (SOSP'2013) 2023-06-17
Userspace Bypass (OSDI'2023) 2023-07-13
Relational Debugging (OSDI'2023) 2023-08-13
FIFO can be Better than LRU (HotOS'2023) 2023-08-30
ZNS (ATC'2021) 2023-09-04
C3 (NSDI'2015) 2023-09-07
Where Is My Training Bottleneck Hidden Trade-Offs (SIGMOD'2022) 2023-09-21
GoldMiner (SIGMOD'2023) 2023-10-11
MemGPT 2023-11-07
AlpaServe (OSDI'2023) 2023-11-09
Welder (OSDI'2023) 2023-11-13
SCALENE (OSDI'2023) 2023-11-14
Karma (OSDI'2023) 2023-12-14
Contiguitas (ISCA'2023) 2023-12-28
NCC (OSDI'2023) 2023-12-29
Mimir (SYSTOR'2023) 2023-12-31
GL-Cache (FAST'2023) 2024-01-01
Matchmaker (MLSys'2022) 2024-01-02
Kangaroo (ToS'2022) 2024-01-03
TS (SIGMOD'2022) 2024-01-04
PrismDB (ASPLOS'2023) 2024-01-05
Morty (EuroSys'2023) 2024-01-06
Database Gym (CIDR'2023) 2024-01-09
NURD (MLSys'2022) 2024-01-19
PerfD (NSDI'2021) 2024-01-20
Leap (ATC'2020) 2024-01-31
Baleen (FAST'2024) 2024-03-18
ArckFS (SOSP'2023) 2024-04-01
XStore (OSDI'2020) 2024-04-05
CrossPrefetch (ASPLOS'2024) 2024-05-16
CacheLib (OSDI'2020) 2024-06-06
S3FIFO (SOSP'2023) 2024-06-13
SIEVE (NSDI'2024) 2024-06-13
Mithril (SOCC'2017) 2024-06-18
Pythia (MICRO'2021) 2024-06-26
Large-Scale Analysis of In Memory Cache (OSDI'2020) 2024-06-27
Segcache (NSDI'2021) 2024-07-02
SGDP (arXiv'2023) 2024-07-24
Tectonic (FAST'2021) 2024-08-08
THE 2024-10-01
Nucleus (Communications of the ACM'1970) 2024-10-06
Multics (Communications of the ACM'1968) 2024-10-08
AdaEmbeb (OSDI'2023) 2024-10-10
ModelKeeper (NSDI'2023) 2024-10-11
Unix (Communications of the ACM'1974) 2024-10-13
MULTI_CLOCK (HPCA'2022) 2024-10-19
GlogS (ATC'2023) 2024-10-20
MLPerf (ISCA'2020) 2024-10-25
PetS (ATC'2022) 2024-10-27
Lottery Scheduling (OSDI'1994) 2024-10-27
Disco (SOSP'1997) 2024-11-03
FFS (TOC'1984) 2024-11-05
TensorFlow (OSDI'2016) 2024-11-12
vLLM (SOSP'2023) 2024-11-13

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List of paper I read (and maybe appreciate).

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