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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
- 11555
- Venue
- VLDB
- Year
- 2017
- Pagerank
- 5.6805476e-05
- Overall Rank
- 5,116 | 64.45%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 13 of 13 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,066 |
Learning a Partitioning Advisor for Cloud Databases |
2020 |
SIGMOD |
7.6255556e-05 |
| 3,777 |
Instance-Optimized Data Layouts for Cloud Analytics Workloads |
2021 |
SIGMOD |
6.7713324e-05 |
| 3,923 |
Pushing Data-Induced Predicates Through Joins in Big-Data Clusters |
2020 |
VLDB |
6.6232068e-05 |
| 4,447 |
MorphoSys: Automatic Physical Design Metamorphosis for Distributed Database Systems |
2020 |
VLDB |
6.1745324e-05 |
| 6,788 |
Proteus: Autonomous Adaptive Storage for Mixed Workloads |
2022 |
SIGMOD |
4.9207259e-05 |
| 7,154 |
Submodularity of Distributed Join Computation |
2018 |
SIGMOD |
4.8107765e-05 |
| 7,459 |
Lachesis: Automatic Partitioning for UDF-Centric Analytics |
2021 |
VLDB |
4.7199075e-05 |
| 8,095 |
Grep: A Graph Learning Based Database Partitioning System |
2023 |
SIGMOD |
4.5837691e-05 |
| 8,754 |
Hyperspace: The Indexing Subsystem of Azure Synapse |
2021 |
VLDB |
4.4520434e-05 |
| 9,002 |
Chasing Similarity: Distribution-aware Aggregation Scheduling |
2019 |
VLDB |
4.4077753e-05 |
| 10,230 |
Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems |
2026 |
VLDB |
4.1905499e-05 |
| 11,157 |
Templating Shuffles |
2023 |
CIDR |
4.1905499e-05 |
| 11,199 |
QaaD (Query-as-a-Data): Scalable Execution of Massive Number of Small Queries in Spark |
2023 |
SIGMOD |
4.1905499e-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 |
| 208 |
Schism: a Workload-Driven Approach to Database Replication and Partitioning |
2010 |
VLDB |
0.00034478612 |
| 258 |
DB2 Design Advisor: Integrated Automatic Physical Database Design |
2004 |
VLDB |
0.00030196528 |
| 283 |
Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design |
2004 |
SIGMOD |
0.00029024583 |
| 407 |
Database Cracking |
2007 |
CIDR |
0.00023941779 |
| 679 |
Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems |
2012 |
SIGMOD |
0.00018211621 |
| 789 |
Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) |
2010 |
VLDB |
0.00016602215 |
| 1,351 |
The End of Slow Networks: It's Time for a Redesign |
2016 |
VLDB |
0.00012439556 |
| 1,473 |
Fine-grained Partitioning for Aggressive Data Skipping |
2014 |
SIGMOD |
0.00011786148 |
| 2,410 |
Automated Partitioning Design in Parallel Database Systems |
2011 |
SIGMOD |
8.8643562e-05 |
| 2,441 |
CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop |
2011 |
VLDB |
8.8106295e-05 |
| 2,985 |
Supporting Table Partitioning By Reference in Oracle |
2008 |
SIGMOD |
7.7758625e-05 |
| 3,384 |
Scalable and Adaptive Online Joins |
2014 |
VLDB |
7.153329e-05 |
| 3,825 |
Locality-aware Partitioning in Parallel Database Systems |
2015 |
SIGMOD |
6.7225803e-05 |
| 4,107 |
Cracking the Database Store |
2005 |
CIDR |
6.4384924e-05 |
| 4,121 |
Husky: Towards a More Efficient and Expressive Distributed Computing Framework |
2016 |
VLDB |
6.4302383e-05 |
| 9,804 |
Amoeba: A Shape changing Storage System for Big Data |
2016 |
VLDB |
4.2774538e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 9,804 |
Amoeba: A Shape changing Storage System for Big Data |
2016 |
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4.2774538e-05 |
| 2,340 |
Efficient Processing of Data Warehousing Queries in a Split Execution Environment |
2011 |
SIGMOD |
9.001663e-05 |
| 3,825 |
Locality-aware Partitioning in Parallel Database Systems |
2015 |
SIGMOD |
6.7225803e-05 |
| 7,713 |
Query Centric Partitioning and Allocation for Partially Replicated Database Systems |
2017 |
SIGMOD |
4.6662571e-05 |
| 6,618 |
Near-Optimal Distributed Band-Joins through Recursive Partitioning |
2020 |
SIGMOD |
4.9864636e-05 |
| 1,938 |
From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System |
2015 |
SIGMOD |
0.00010025547 |
| 11,360 |
Scaling Equi-Joins |
2022 |
SIGMOD |
4.1905499e-05 |
| 4,128 |
Advanced Join Strategies for Large-Scale Distributed Computation |
2014 |
VLDB |
6.4214449e-05 |
| 11,898 |
Let's Rethink Join Optimization in Distributed Systems |
2015 |
CIDR |
4.1905499e-05 |
| 3,384 |
Scalable and Adaptive Online Joins |
2014 |
VLDB |
7.153329e-05 |