H2O: A Hands-free Adaptive Store
Summary: H2O supports multiple storage layouts within a single engine and adapts layout choices on-the-fly per query. No fixed storage design; data parts are materialized in patterns per workload, yielding best-case performance across workloads without tuning. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ioannis Alagiannis (EPFL)
- 2. Stratos Idreos (Harvard University)
- 3. Anastasia Ailamaki (EPFL)
BibTeX Citation
@inproceedings{alagiannis_sigmod14,
title = {{H2O: A Hands-free Adaptive Store}},
author = {Alagiannis, Ioannis and Idreos, Stratos and Ailamaki, Anastasia},
series = {{SIGMOD} '14},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2588555.2610502},
url = {https://dl.acm.org/doi/10.1145/2588555.2610502},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 42 of 42 citing papers.
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 32 of 32 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 6,025 | Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads | 2022 | VLDB |
| 2 | 9,391 | Adaptive Information System Design: One Query at a Time | 1985 | SIGMOD |
| 3 | 7,706 | Query Centric Partitioning and Allocation for Partially Replicated Database Systems | 2017 | SIGMOD |
| 4 | 6,935 | Demonstrating Efficient Query Processing in Heterogeneous Environments | 2014 | SIGMOD |
| 5 | 80 | H-Store: A High-Performance, Distributed Main Memory Transaction Processing System | 2008 | VLDB |
| 6 | 6,080 | From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive Systems | 2019 | SIGMOD |
| 7 | 3,951 | Cracking the Database Store | 2005 | CIDR |
| 8 | 7,444 | hStorage-DB: Heterogeneity-aware Data Management to Exploit the Full Capability of Hybrid Storage Systems | 2012 | VLDB |
| 9 | 11,727 | SH2O: Efficient Data Access for Work-Sharing Databases | 2023 | SIGMOD |
| 10 | 1,200 | Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads | 2016 | SIGMOD |