Bubble Execution: Resource-aware Reliable Analytics at Cloud Scale
Summary: Bubble Execution partitions a plan into bubbles and schedules them under a per-query resource budget, blending optimization with fault-tolerant JetScope orchestration. Inside bubbles, operators stream; fault tolerance via persisting intermediates at boundaries. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zhicheng Yin
- 2. Jin Sun
- 3. Ming Li
- 4. Jaliya Ekanayake
- 5. Haibo Lin
- 6. Marc Friedman
- 7. José A. Blakeley
- 8. Clemens Szyperski
- 9. Nikhil R. Devanur
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,625 | Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings | 2020 | SIGMOD | 6.9055212e-05 |
| 6,261 | The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward | 2021 | VLDB | 5.1350714e-05 |
| 7,889 | Cost-Intelligent Data Analytics in the Cloud | 2024 | CIDR | 4.6253386e-05 |
| 9,883 | Towards Resource-adaptive Query Execution in Cloud Native Databases | 2024 | CIDR | 4.2635782e-05 |
| 11,531 | Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters | 2021 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 22 | SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets | 2008 | VLDB | 0.0008456613 |
| 52 | Database Architecture Optimized for the new Bottleneck: Memory Access | 1999 | VLDB | 0.00066474881 |
| 66 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00061639801 |
| 109 | Dremel: Interactive Analysis of Web-Scale Datasets | 2010 | VLDB | 0.00048186983 |
| 476 | Impala: A Modern, Open-Source SQL Engine for Hadoop | 2015 | CIDR | 0.00022226941 |
| 508 | Dynamic Query Evaluation Plans | 1989 | SIGMOD | 0.00021463742 |
| 542 | Shark: SQL and Rich Analytics at Scale | 2013 | SIGMOD | 0.00020595648 |
| 913 | Tenzing A SQL Implementation On The MapReduce Framework | 2011 | VLDB | 0.00015408131 |
| 2,258 | SQL Server Column Store Indexes | 2011 | SIGMOD | 9.1678883e-05 |
| 5,297 | Continuous Cloud-Scale Query Optimization and Processing | 2013 | VLDB | 5.5801669e-05 |
| 7,067 | JetScope: Reliable and Interactive Analytics at Cloud Scale | 2015 | VLDB | 4.8440936e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,326 | Starling: A Scalable Query Engine on Cloud Functions | 2020 | SIGMOD | 0.00012576952 |
| 7,059 | Adaptive and Robust Query Execution for Lakehouses at Scale | 2024 | VLDB | 4.8477825e-05 |
| 6,136 | Scalable Progressive Analytics on Big Data in the Cloud | 2013 | VLDB | 5.1928748e-05 |
| 2,568 | Towards Cost-Optimal Query Processing in the Cloud | 2021 | VLDB | 8.5239227e-05 |
| 3,625 | Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings | 2020 | SIGMOD | 6.9055212e-05 |
| 8,861 | A Model for Query Execution Over Heterogeneous Instances | 2024 | CIDR | 4.4331977e-05 |
| 8,798 | Resource-Adaptive Query Execution with Paged Memory Management | 2025 | CIDR | 4.4489415e-05 |
| 4,132 | Advanced Join Strategies for Large-Scale Distributed Computation | 2014 | VLDB | 6.4241067e-05 |
| 5,297 | Continuous Cloud-Scale Query Optimization and Processing | 2013 | VLDB | 5.5801669e-05 |
| 7,067 | JetScope: Reliable and Interactive Analytics at Cloud Scale | 2015 | VLDB | 4.8440936e-05 |