A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory
Summary: Design-space exploration and empirical evaluation of main-memory partitioned (PHJ) and non-partitioned (NPHJ) hash joins on real storage-class memory (SCM), identifying SCM-sensitive implementation factors. Extensive workload-driven experiments show no universal winner but PHJ generally outperforms NPHJ in realistic SCM setups and yield practical guidelines for SCM-friendly join design. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wentao Huang (National University of Singapore)
- 2. Yunhong Ji (Renmin University of China)
- 3. Xuan Zhou (East China Normal University)
- 4. Bingsheng He (National University of Singapore)
- 5. Kian-Lee Tan (National University of Singapore)
BibTeX Citation
@article{huang_vldb23,
title = {{A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory}},
author = {Huang, Wentao and Ji, Yunhong and Zhou, Xuan and He, Bingsheng and Tan, Kian-Lee},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {6},
pages = {1249--1263},
doi = {10.14778/3583140.3583144},
url = {https://doi.org/10.14778/3583140.3583144},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,168 | Experimental Evaluation of Optimizing Memory Consumption in SAP HANA Using PEOopt | 2025 | SIGMOD | 5.214147e-05 |
| 9,646 | Are Joins over LSM-trees Ready? Take RocksDB as an Example | 2025 | VLDB | 5.1453267e-05 |
| 9,792 | Hash Joins Meet CXL: A Fresh Look | 2026 | CIDR | 5.1257999e-05 |
| 11,557 | Sorting on Byte-Addressable Storage: The Resurgence of Tree Structure | 2024 | VLDB | 4.9793485e-05 |
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