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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
5.737874e-05
Overall Rank
6,600 | 55.65%
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 0.0006897844
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00064013679
34 The Design Of Postgres 1986 SIGMOD 0.00049129967
55 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040454492
61 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.00039236924
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036354352
114 A Decomposition Storage Model 1985 SIGMOD 0.00031916625
123 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030749898
212 The LRU-K Page Replacement Algorithm For Database Disk Buffering 1993 SIGMOD 0.00024758235
234 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023756332
235 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00023689995
252 Database Cracking 2007 CIDR 0.00023101361
331 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.0002076806
401 A Case for Fractured Mirrors 2002 VLDB 0.00019102313
431 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00018400856
461 Query-based Workload Forecasting for Self-Driving Database Management Systems 2018 SIGMOD 0.00017841988
777 Lazy Database Replication with Snapshot Isolation 2006 VLDB 0.00014075407
891 E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems 2015 VLDB 0.00013241227
944 Enhancements to SQL Server Column Stores 2013 SIGMOD 0.00012934104
1,128 Qd-tree: Learning Data Layouts for Big Data Analytics 2020 SIGMOD 0.00011901941
1,160 P-Store: An Elastic Database System with Predictive Provisioning 2018 SIGMOD 0.00011763834
1,200 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011559584
1,242 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378275
1,321 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011038031
1,380 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010858313
1,693 Self-organizing Tuple Reconstruction in Column-stores 2009 SIGMOD 9.8522869e-05
1,791 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6213736e-05
2,476 Learning a Partitioning Advisor for Cloud Databases 2020 SIGMOD 8.407183e-05
2,499 Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads 2015 VLDB 8.3795899e-05
2,765 Instance-Optimized Data Layouts for Cloud Analytics Workloads 2021 SIGMOD 8.0401855e-05
2,998 F1 Lightning: HTAP as a Service 2020 VLDB 7.7667188e-05
3,064 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.6883866e-05
3,588 Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation 2021 VLDB 7.1841858e-05
3,954 SAP HANA: The Evolution from a Modern Main-Memory Data Platform to an Enterprise Application Platform 2013 VLDB 6.899491e-05
4,009 Automating Distributed Tiered Storage Management in Cluster Computing 2020 VLDB 6.8559236e-05
4,023 STAR: Scaling Transactions through Asymmetric Replication 2019 VLDB 6.8464253e-05
4,261 MorphoSys: Automatic Physical Design Metamorphosis for Distributed Database Systems 2020 VLDB 6.6960399e-05
4,401 Adaptive HTAP through Elastic Resource Scheduling 2020 SIGMOD 6.6121514e-05
4,534 AdaptDB: Adaptive Partitioning for Distributed Joins 2017 VLDB 6.5535468e-05
5,160 NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning 2018 SIGMOD 6.2454263e-05
6,820 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 5.6708756e-05
6,971 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 5.628441e-05
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