DBScholar

Back to papers

Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions

Summary: Accordion enables elastic scaling for partitioned DBMSs with ACID distributed transactions by modeling partition affinity and its throughput impact. A MILP-driven placement strategy outperforms heuristics by up to 10× in servers used and data migrated. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
10952
Venue
VLDB
Year
2014
Pagerank
7.6312132e-05
Overall Rank
3,218 | 77.93%
DOI
10.14778/2733004.2733009

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{serafini_vldb14,
        title = {{Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions}},
        author = {Serafini, Marco and Mansour, Essam and Aboulnaga, Ashraf and Salem, Kenneth and Rafiq, Taha and Minhas, Umar Farooq},
        journal = {PVLDB},
        series = {{VLDB} '14},
        volume = {7},
        number = {12},
        pages = {1035--1048},
        doi = {10.14778/2733004.2733009},
        url = {https://doi.org/10.14778/2733004.2733009},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
208 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00024968157
887 E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems 2015 VLDB 0.00013403455
1,218 P-Store: An Elastic Database System with Predictive Provisioning 2018 SIGMOD 0.00011621066
1,637 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 0.0001015538
1,775 SLOG: Serializable, Low-latency, Geo-replicated Transactions 2019 VLDB 9.7870611e-05
2,363 Clay: Fine-Grained Adaptive Partitioning for General Database Schemas 2017 VLDB 8.6873235e-05
3,758 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 7.1471346e-05
4,049 Resource Elasticity for Large-Scale Machine Learning 2015 SIGMOD 6.9369379e-05
5,023 DBPA: A Benchmark for Transactional Database Performance Anomalies 2023 SIGMOD 6.3979497e-05
5,072 NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning 2018 SIGMOD 6.3753956e-05
8,091 Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations 2023 VLDB 5.4889128e-05
8,386 A system design for elastically scaling transaction processing engines in virtualized servers 2020 VLDB 5.436614e-05
10,889 Concurrency Control as a Service 2025 VLDB 5.093636e-05
11,872 NashDB: Fragmentation, Replication, and Provisioning using Economic Methods 2019 VLDB 5.093636e-05
Previous Page 1 / 1 Next

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
57 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040139242
68 The End of an Architectural Era (It’s Time for a Complete Rewrite) 2007 VLDB 0.00038446206
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
144 Megastore: Providing Scalable, Highly Available Storage for Interactive Services 2011 CIDR 0.00029554682
188 Data Placement In Bubba 1988 SIGMOD 0.00026126036
471 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.0001793564
584 Workload-Aware Database Monitoring and Consolidation 2011 SIGMOD 0.00016139925
741 Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms 2011 SIGMOD 0.00014442062
902 Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration 2011 VLDB 0.00013328979
1,260 Database Partitioning in a Cluster of Processors 1983 VLDB 0.00011436669
1,931 Performance and Resource Modeling in Highly-Concurrent OLTP Workloads 2013 SIGMOD 9.4664741e-05
1,961 Scalable Atomic Visibility with RAMP Transactions 2014 SIGMOD 9.4000927e-05
3,259 Characterizing Tenant Behavior for Placement and Crisis Mitigation in Multitenant DBMSs 2013 SIGMOD 7.5892257e-05
3,373 RTP: Robust Tenant Placement for Elastic In-Memory Database Clusters 2013 SIGMOD 7.4671258e-05
3,754 An Adaptive Data Placement Scheme for Parallel Database Computer Systems 1990 VLDB 7.1502658e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 11,031 Accordion: Balancing Performance and Cost in Cloud-Native Data Analysis with Intra-Query Runtime Elasticity 2025 VLDB
2 2,411 Towards Elastic Transactional Cloud Storage with Range Query Support 2010 VLDB
3 6,547 Optimal Splitters for Temporal and Multi-version Databases 2013 SIGMOD
4 2,363 Clay: Fine-Grained Adaptive Partitioning for General Database Schemas 2017 VLDB
5 8,386 A system design for elastically scaling transaction processing engines in virtualized servers 2020 VLDB
6 2,970 Accordion: Better Memory Organization for LSM Key-Value Stores 2018 VLDB
7 887 E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems 2015 VLDB
8 7,585 Query Centric Partitioning and Allocation for Partially Replicated Database Systems 2017 SIGMOD
9 471 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD
10 1,637 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD