Amoeba: A Shape changing Storage System for Big Data
Summary: Adaptive multi-attribute partitioning enables shape-changing storage to support ad-hoc and evolving analytics workloads. Continuous repartitioning from observed query sequences yields progressive performance gains, preserving robustness to workload shifts and benchmarking against Spark. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Anil Shanbhag
- 2. Alekh Jindal
- 3. Yi Lu
- 4. Samuel Madden
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,923 | Pushing Data-Induced Predicates Through Joins in Big-Data Clusters | 2020 | VLDB | 6.6232068e-05 |
| 5,116 | AdaptDB: Adaptive Partitioning for Distributed Joins | 2017 | VLDB | 5.6805476e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 258 | DB2 Design Advisor: Integrated Automatic Physical Database Design | 2004 | VLDB | 0.00030196528 |
| 407 | Database Cracking | 2007 | CIDR | 0.00023941779 |
| 1,473 | Fine-grained Partitioning for Aggressive Data Skipping | 2014 | SIGMOD | 0.00011786148 |
| 2,231 | Self-organizing Tuple Reconstruction in Column-stores | 2009 | SIGMOD | 9.2367968e-05 |
| 2,410 | Automated Partitioning Design in Parallel Database Systems | 2011 | SIGMOD | 8.8643562e-05 |
| 5,800 | AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data | 2015 | VLDB | 5.3218628e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
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| 6,697 | Optimal Splitters for Temporal and Multi-version Databases | 2013 | SIGMOD | 4.9538866e-05 |
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| 11,684 | I Can't Believe It's Not (Only) Software! Bionic Distributed Storage for Parquet Files | 2019 | VLDB | 4.1905499e-05 |
| 5,800 | AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data | 2015 | VLDB | 5.3218628e-05 |
| 13,372 | Robust Data Transformations | 2015 | CIDR | - |
| 8,005 | Pangea: Monolithic Distributed Storage for Data Analytics | 2019 | VLDB | 4.6044087e-05 |
| 11,951 | A Demonstration of AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data | 2015 | VLDB | 4.1905499e-05 |
| 7,713 | Query Centric Partitioning and Allocation for Partially Replicated Database Systems | 2017 | SIGMOD | 4.6662571e-05 |
| 5,116 | AdaptDB: Adaptive Partitioning for Distributed Joins | 2017 | VLDB | 5.6805476e-05 |