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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
hce574918bf7f1ee1
Venue
VLDB
Year
2014
Pagerank
7.6964255e-05
Overall Rank
3,058 | 79.45%
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 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
185 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00026072278
890 E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems 2015 VLDB 0.00013247078
1,160 P-Store: An Elastic Database System with Predictive Provisioning 2018 SIGMOD 0.00011769228
1,583 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 0.00010169494
1,704 SLOG: Serializable, Low-latency, Geo-replicated Transactions 2019 VLDB 9.8314656e-05
2,288 Clay: Fine-Grained Adaptive Partitioning for General Database Schemas 2017 VLDB 8.6912082e-05
3,641 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 7.1439198e-05
4,116 Resource Elasticity for Large-Scale Machine Learning 2015 SIGMOD 6.7961306e-05
5,077 DBPA: A Benchmark for Transactional Database Performance Anomalies 2023 SIGMOD 6.2858696e-05
5,159 NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning 2018 SIGMOD 6.2482448e-05
7,356 Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations 2023 VLDB 5.5435902e-05
8,371 A system design for elastically scaling transaction processing engines in virtualized servers 2020 VLDB 5.3448014e-05
10,755 A Resource-centric Analysis and Optimization of NoSQL Workloads using Distressed Resource Volume Metric 2026 VLDB 4.9793485e-05
11,288 Concurrency Control as a Service 2025 VLDB 4.9793485e-05
12,172 NashDB: Fragmentation, Replication, and Provisioning using Economic Methods 2019 VLDB 4.9793485e-05
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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
55 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040471598
70 The End of an Architectural Era (It’s Time for a Complete Rewrite) 2007 VLDB 0.00037859131
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036364464
123 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030762995
139 Megastore: Providing Scalable, Highly Available Storage for Interactive Services 2011 CIDR 0.00029480065
191 Data Placement In Bubba 1988 SIGMOD 0.00025700375
472 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.00017692264
585 Workload-Aware Database Monitoring and Consolidation 2011 SIGMOD 0.00015949541
738 Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms 2011 SIGMOD 0.00014334201
893 Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration 2011 VLDB 0.00013220089
1,273 Database Partitioning in a Cluster of Processors 1983 VLDB 0.00011247988
1,939 Performance and Resource Modeling in Highly-Concurrent OLTP Workloads 2013 SIGMOD 9.3331247e-05
1,947 Scalable Atomic Visibility with RAMP Transactions 2014 SIGMOD 9.3241479e-05
3,237 Characterizing Tenant Behavior for Placement and Crisis Mitigation in Multitenant DBMSs 2013 SIGMOD 7.5017163e-05
3,391 RTP: Robust Tenant Placement for Elastic In-Memory Database Clusters 2013 SIGMOD 7.3496891e-05
3,821 An Adaptive Data Placement Scheme for Parallel Database Computer Systems 1990 VLDB 7.0041961e-05
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# Overall Rank Paper Year Venue
1 11,395 Accordion: Balancing Performance and Cost in Cloud-Native Data Analysis with Intra-Query Runtime Elasticity 2025 VLDB
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