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AdaptDB: Adaptive Partitioning for Distributed Joins
Summary: Adaptive partitioning for distributed analytics; refines partitions as queries run. Hyper-join uses overlapping blocks to avoid shuffles, with smooth repartitioning to maintain locality, delivering 2–3x speedups on TPC-H and real data.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 11554
- Venue
- VLDB
- Year
- 2017
- Pagerank
- 5.6820984e-05
- Overall Rank
- 5,118 | 64.40%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 13 of 13 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,076 |
Learning a Partitioning Advisor for Cloud Databases |
2020 |
SIGMOD |
7.6107677e-05 |
| 3,779 |
Instance-Optimized Data Layouts for Cloud Analytics Workloads |
2021 |
SIGMOD |
6.7747205e-05 |
| 3,922 |
Pushing Data-Induced Predicates Through Joins in Big-Data Clusters |
2020 |
VLDB |
6.6291079e-05 |
| 4,453 |
MorphoSys: Automatic Physical Design Metamorphosis for Distributed Database Systems |
2020 |
VLDB |
6.1723632e-05 |
| 6,803 |
Proteus: Autonomous Adaptive Storage for Mixed Workloads |
2022 |
SIGMOD |
4.9224958e-05 |
| 7,153 |
Submodularity of Distributed Join Computation |
2018 |
SIGMOD |
4.8153963e-05 |
| 7,476 |
Lachesis: Automatic Partitioning for UDF-Centric Analytics |
2021 |
VLDB |
4.7188928e-05 |
| 8,103 |
Grep: A Graph Learning Based Database Partitioning System |
2023 |
SIGMOD |
4.5852201e-05 |
| 8,758 |
Hyperspace: The Indexing Subsystem of Azure Synapse |
2021 |
VLDB |
4.456315e-05 |
| 8,997 |
Chasing Similarity: Distribution-aware Aggregation Scheduling |
2019 |
VLDB |
4.4120041e-05 |
| 10,230 |
Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems |
2026 |
VLDB |
4.1945683e-05 |
| 11,154 |
Templating Shuffles |
2023 |
CIDR |
4.1945683e-05 |
| 11,197 |
QaaD (Query-as-a-Data): Scalable Execution of Massive Number of Small Queries in Spark |
2023 |
SIGMOD |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 16 of 16 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 209 |
Schism: a Workload-Driven Approach to Database Replication and Partitioning |
2010 |
VLDB |
0.00034468292 |
| 258 |
DB2 Design Advisor: Integrated Automatic Physical Database Design |
2004 |
VLDB |
0.0003022091 |
| 286 |
Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design |
2004 |
SIGMOD |
0.00028990057 |
| 408 |
Database Cracking |
2007 |
CIDR |
0.00023953844 |
| 679 |
Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems |
2012 |
SIGMOD |
0.00018215154 |
| 794 |
Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) |
2010 |
VLDB |
0.00016605103 |
| 1,361 |
The End of Slow Networks: It's Time for a Redesign |
2016 |
VLDB |
0.00012379741 |
| 1,477 |
Fine-grained Partitioning for Aggressive Data Skipping |
2014 |
SIGMOD |
0.00011770865 |
| 2,413 |
Automated Partitioning Design in Parallel Database Systems |
2011 |
SIGMOD |
8.8672223e-05 |
| 2,439 |
CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop |
2011 |
VLDB |
8.8190594e-05 |
| 2,983 |
Supporting Table Partitioning By Reference in Oracle |
2008 |
SIGMOD |
7.7796493e-05 |
| 3,382 |
Scalable and Adaptive Online Joins |
2014 |
VLDB |
7.1597145e-05 |
| 3,821 |
Locality-aware Partitioning in Parallel Database Systems |
2015 |
SIGMOD |
6.7281515e-05 |
| 4,108 |
Cracking the Database Store |
2005 |
CIDR |
6.4440088e-05 |
| 4,120 |
Husky: Towards a More Efficient and Expressive Distributed Computing Framework |
2016 |
VLDB |
6.4364588e-05 |
| 9,801 |
Amoeba: A Shape changing Storage System for Big Data |
2016 |
VLDB |
4.2815507e-05 |
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| Overall Rank |
Paper |
Year |
Venue |
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| 9,801 |
Amoeba: A Shape changing Storage System for Big Data |
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Locality-aware Partitioning in Parallel Database Systems |
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| 7,715 |
Query Centric Partitioning and Allocation for Partially Replicated Database Systems |
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| 6,619 |
Near-Optimal Distributed Band-Joins through Recursive Partitioning |
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4.9910152e-05 |
| 1,939 |
From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System |
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SIGMOD |
0.00010025655 |
| 11,358 |
Scaling Equi-Joins |
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SIGMOD |
4.1945683e-05 |
| 4,132 |
Advanced Join Strategies for Large-Scale Distributed Computation |
2014 |
VLDB |
6.4241067e-05 |
| 11,890 |
Let's Rethink Join Optimization in Distributed Systems |
2015 |
CIDR |
4.1945683e-05 |
| 3,382 |
Scalable and Adaptive Online Joins |
2014 |
VLDB |
7.1597145e-05 |