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
- 2. Emanuel Adamiak
- 3. Alex Aiken
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,975 | Cloudspecs: Cloud Hardware Evolution Through the Looking Glass | 2026 | CIDR | 4.1945683e-05 |
| 10,852 | CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics | 2025 | VLDB | 4.1945683e-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 |
|---|---|---|---|---|
| 167 | The Snowflake Elastic Data Warehouse | 2016 | SIGMOD | 0.00039180521 |
| 185 | DuckDB: an Embeddable Analytical Database | 2019 | SIGMOD | 0.00036538405 |
| 418 | Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age | 2014 | SIGMOD | 0.00023729211 |
| 2,568 | Towards Cost-Optimal Query Processing in the Cloud | 2021 | VLDB | 8.5239227e-05 |
| 3,154 | The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database | 2016 | VLDB | 7.4686089e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,132 | Advanced Join Strategies for Large-Scale Distributed Computation | 2014 | VLDB | 6.4241067e-05 |
| 718 | Performance Prediction for Concurrent Database Workloads | 2011 | SIGMOD | 0.0001763106 |
| 9,848 | Saving Money for Analytical Workloads in the Cloud | 2024 | VLDB | 4.2721228e-05 |
| 6,304 | Elastic Pipelining in an In-Memory Database Cluster | 2016 | SIGMOD | 5.1210182e-05 |
| 7,715 | Query Centric Partitioning and Allocation for Partially Replicated Database Systems | 2017 | SIGMOD | 4.6699261e-05 |
| 4,999 | Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources | 2017 | VLDB | 5.7752801e-05 |
| 7,038 | Demonstrating Efficient Query Processing in Heterogeneous Environments | 2014 | SIGMOD | 4.8546906e-05 |
| 11,571 | Serverless Query Processing on a Budget | 2020 | SIGMOD | 4.1945683e-05 |
| 7,913 | Resource Bricolage for Parallel Database Systems | 2015 | VLDB | 4.6180739e-05 |
| 2,568 | Towards Cost-Optimal Query Processing in the Cloud | 2021 | VLDB | 8.5239227e-05 |