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MorphoSys: Automatic Physical Design Metamorphosis for Distributed Database Systems

Summary: MorphoSys dynamically “metamorphoses” distributed physical design by jointly learning partitioning, replication, and placement choices from workload changes. A novel concurrency-control and update-propagation scheme enables efficient transactions during online redesign. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
12426
Venue
VLDB
Year
2020
Pagerank
6.6348814e-05
Overall Rank
4,552 | 68.78%
DOI
10.14778/3424573.3424578

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{abebe_vldb20,
        title = {{MorphoSys: Automatic Physical Design Metamorphosis for Distributed Database Systems}},
        author = {Abebe, Michael and Glasbergen, Brad and Daudjee, Khuzaima},
        journal = {PVLDB},
        series = {{VLDB} '20},
        volume = {13},
        number = {13},
        pages = {3573--3587},
        doi = {10.14778/3424573.3424578},
        url = {https://doi.org/10.14778/3424573.3424578},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 31 of 31 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
19 A Critique of ANSI SQL Isolation Levels 1995 SIGMOD 0.00058720861
38 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00047648573
73 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00037333356
83 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036185259
126 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030779127
157 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.0002863588
164 The Dangers of Replication and a Solution 1996 SIGMOD 0.00027698879
172 High-Performance Concurrency Control Mechanisms for Main-Memory Databases 2012 VLDB 0.00027281663
226 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00024027277
754 Lazy Database Replication with Snapshot Isolation 2006 VLDB 0.00014327706
773 Low Overhead Concurrency Control for Partitioned Main Memory Databases 2010 SIGMOD 0.00014131021
887 E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems 2015 VLDB 0.00013403455
1,199 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011703966
1,218 P-Store: An Elastic Database System with Predictive Provisioning 2018 SIGMOD 0.00011621066
1,347 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 0.00011073571
1,548 Automatically Indexing Millions of Databases in Microsoft Azure SQL Database 2019 SIGMOD 0.00010392475
1,775 SLOG: Serializable, Low-latency, Geo-replicated Transactions 2019 VLDB 9.7870611e-05
1,792 MacroBase: Prioritizing Attention in Fast Data 2017 SIGMOD 9.7436856e-05
1,926 An Evaluation of Distributed Concurrency Control 2017 VLDB 9.4705999e-05
1,942 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 9.4451535e-05
2,363 Clay: Fine-Grained Adaptive Partitioning for General Database Schemas 2017 VLDB 8.6873235e-05
2,407 Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases 2015 SIGMOD 8.6184333e-05
2,419 Towards a Non-2PC Transaction Management in Distributed Database Systems 2016 SIGMOD 8.6054486e-05
3,320 Autoscaling Tiered Cloud Storage in Anna 2019 VLDB 7.5223482e-05
3,413 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 7.4326381e-05
3,931 Take me to your leader! Online Optimization of Distributed Storage Configurations 2015 VLDB 7.0093991e-05
3,967 STAR: Scaling Transactions through Asymmetric Replication 2019 VLDB 6.984665e-05
4,041 Big Data in Capital Markets 2013 SIGMOD 6.9418798e-05
4,456 AdaptDB: Adaptive Partitioning for Distributed Joins 2017 VLDB 6.692321e-05
5,331 ConfluxDB: Multi-Master Replication for Partitioned Snapshot Isolation Databases 2014 VLDB 6.2628817e-05
7,585 Query Centric Partitioning and Allocation for Partially Replicated Database Systems 2017 SIGMOD 5.5912479e-05
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