SIGMOD24/VLDB23 论文学习
SIGMOD 2024 ACCEPTED RESEARCH PAPER
笔者从事大数据行业，会基于自己的工作背景挑选相关论文做简单介绍。紧跟前沿研究，寻找一些可以借鉴的成果。
所有被接受的 Research 论文见SIGMOD24 LINK, 总共 213 篇。
| Number | Title | Author |
|---|---|---|
| 10 | ALP: Adaptive Lossless floating-Point Compression | CWI |
| 108 | Materialized View Selection & View-Based Query Planning for Regular Path Queries | PKU |
| 126 | Optimizing Dataflow Systems for Scalable Interactive Visualization | UW |
| 138 | PLAQUE: Automated Predicate Learning at Query Time | |
| 159 | Rethinking the Encoding of Integers for Scans on Skewed Data | UCI |
VLDB 2023 RESEARCH TRACK
VLDB23 research track 的论文见VLDB RESEARCH LINK. 总共接受了 350 篇左右。
| Category | Title | Author |
|---|---|---|
| EAB | A Deep Dive into Common Open Formats for Analytical DBMSs | Microsoft Gray Systems Lab |
| Research | QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting | UCI |
| Research VLDB23-2 INDUSTRY LINK | An Empirical Evaluation of Columnar Storage Formats | CMU |
tips: EAB 指 Experiment, Analysis and Benchmark（实验、分析与基准）
VLDB 2023 INDUSTRY TRACK
VLDB23 industry track 的论文见VLDB INDUSTRY LINK. 总共接收了 29 篇。
| Title | Author | Link |
|---|---|---|
| AutoSteer: Learned Query Optimization for Any SQL Database | FB/Intel | |
| The Story of AWS Glue | AWS | |
| Towards General and Efficient Online Tuning for Spark | Tencent | |
| Big Data Analytic Toolkit: A general-purpose, modular, and | ||
| heterogeneous acceleration toolkit for data analytical engines | Intel | https://www.vldb.org/pvldb/vol16/p3702-li.pdf |
| The Gluten Open-Source Software Project: Modernizing Java-based Query Engines for the Lakehouse Era (workshop) | Intel | https://ceur-ws.org/Vol-3462/CDMS8.pdf |