A Model for Query Execution Over Heterogeneous Instances
Summary: Advocates per-query planner optimization for cost-efficient cluster sizing in serverless/public-cloud settings, challenging prior homogeneous-instance assumptions. Proposes a framework and analytical model showing how heterogeneous clusters speed up pipelined joins, with preliminary experimental support. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ziheng Wang (Stanford University)
- 2. Emanuel Adamiak (Stanford University)
- 3. Alex Aiken (Stanford University)
BibTeX Citation
@inproceedings{wang_cidr24,
address = {Amsterdam, Netherlands},
series = {{CIDR} '24},
title = {{A Model for Query Execution Over Heterogeneous Instances}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Wang, Ziheng and Adamiak, Emanuel and Aiken, Alex},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,123 | Cloudspecs: Cloud Hardware Evolution Through the Looking Glass | 2026 | CIDR | 5.093636e-05 |
| 11,076 | CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics | 2025 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 66 | The Snowflake Elastic Data Warehouse | 2016 | SIGMOD | 0.00038561587 |
| 103 | DuckDB: an Embeddable Analytical Database | 2019 | SIGMOD | 0.00034161428 |
| 241 | Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age | 2014 | SIGMOD | 0.00023654664 |
| 2,344 | Towards Cost-Optimal Query Processing in the Cloud | 2021 | VLDB | 8.7199754e-05 |
| 2,597 | The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database | 2016 | VLDB | 8.3604418e-05 |
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