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Proteus: Autonomous Adaptive Storage for Mixed Workloads

Summary: Proteus is a distributed HTAP DB that autonomously adapts its storage layout for mixed OLTP/OLAP workloads. It generates storage-aware execution plans and dynamically reformats data instead of duplicating copies, delivering HTAP performance with OLTP/OLAP parity and reduced storage. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h5a08b018db6ac3a7
Venue
SIGMOD
Year
2022
Pagerank
5.7405915e-05
Overall Rank
6,598 | 55.64%
DOI
10.1145/3514221.3517834

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{abebe_sigmod22,
        title = {{Proteus: Autonomous Adaptive Storage for Mixed Workloads}},
        author = {Abebe, Michael and Lazu, Horatiu and Daudjee, Khuzaima},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3517834},
        url = {https://dl.acm.org/doi/10.1145/3514221.3517834},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 42 of 42 cited papers.

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

Rank Cited Paper Year Venue Pagerank
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00068998927
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00064031282
34 The Design Of Postgres 1986 SIGMOD 0.00049142315
55 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040471598
61 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.000392237
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036364464
114 A Decomposition Storage Model 1985 SIGMOD 0.00031928929
123 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030762995
212 The LRU-K Page Replacement Algorithm For Database Disk Buffering 1993 SIGMOD 0.00024767296
234 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023765806
235 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00023697028
253 Database Cracking 2007 CIDR 0.00023042111
331 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.0002077683
401 A Case for Fractured Mirrors 2002 VLDB 0.00019108281
431 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00018403783
460 Query-based Workload Forecasting for Self-Driving Database Management Systems 2018 SIGMOD 0.00017842695
775 Lazy Database Replication with Snapshot Isolation 2006 VLDB 0.00014081697
890 E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems 2015 VLDB 0.00013247078
944 Enhancements to SQL Server Column Stores 2013 SIGMOD 0.00012939697
1,132 Qd-tree: Learning Data Layouts for Big Data Analytics 2020 SIGMOD 0.00011898257
1,160 P-Store: An Elastic Database System with Predictive Provisioning 2018 SIGMOD 0.00011769228
1,200 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011563303
1,241 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378254
1,321 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011040617
1,380 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010862758
1,694 Self-organizing Tuple Reconstruction in Column-stores 2009 SIGMOD 9.8562172e-05
1,791 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6259014e-05
2,478 Learning a Partitioning Advisor for Cloud Databases 2020 SIGMOD 8.4079121e-05
2,499 Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads 2015 VLDB 8.3815142e-05
2,765 Instance-Optimized Data Layouts for Cloud Analytics Workloads 2021 SIGMOD 8.0439015e-05
2,997 F1 Lightning: HTAP as a Service 2020 VLDB 7.7689996e-05
3,062 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.6920087e-05
3,590 Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation 2021 VLDB 7.1865343e-05
3,954 SAP HANA: The Evolution from a Modern Main-Memory Data Platform to an Enterprise Application Platform 2013 VLDB 6.9026723e-05
4,008 Automating Distributed Tiered Storage Management in Cluster Computing 2020 VLDB 6.8591707e-05
4,022 STAR: Scaling Transactions through Asymmetric Replication 2019 VLDB 6.8496651e-05
4,261 MorphoSys: Automatic Physical Design Metamorphosis for Distributed Database Systems 2020 VLDB 6.6992113e-05
4,399 Adaptive HTAP through Elastic Resource Scheduling 2020 SIGMOD 6.6152806e-05
4,533 AdaptDB: Adaptive Partitioning for Distributed Joins 2017 VLDB 6.5565658e-05
5,159 NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning 2018 SIGMOD 6.2482448e-05
6,814 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 5.6735614e-05
6,970 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 5.6311067e-05
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