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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
6287
Venue
SIGMOD
Year
2022
Pagerank
4.9224958e-05
Overall Rank
6,803 | 52.68%
DOI
10.1145/3514221.3517834

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank Citing Paper Year Venue Pagerank
7,990 Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD 2024 VLDB 4.6117441e-05
8,774 Tiresias: Enabling Predictive Autonomous Storage and Indexing 2022 VLDB 4.4559995e-05
9,917 Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes 2023 VLDB 4.2561557e-05
9,937 Rethink Query Optimization in HTAP Databases 2023 SIGMOD 4.2482599e-05
10,030 Perseus: Achieving Strong Consistency and High Data Freshness for Scalable Geo-distributed HTAP 2026 SIGMOD 4.1945683e-05
10,230 Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems 2026 VLDB 4.1945683e-05
10,934 Native Cloud Object Storage in Db2 Warehouse: Implementing a Fast and Cost-Efficient Cloud Storage Architecture 2024 SIGMOD 4.1945683e-05
11,067 Partition, Don’t Sort! Compression Boosters for Cloud Data Ingestion Pipelines 2024 VLDB 4.1945683e-05
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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
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076197749
44 The Design Of Postgres 1986 SIGMOD 0.00071838587
122 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00045316749
123 A Decomposition Storage Model 1985 SIGMOD 0.00045255007
131 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0004370331
137 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00042342967
209 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00034468292
306 The LRU-K Page Replacement Algorithm For Database Disk Buffering 1993 SIGMOD 0.00028228982
340 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00026841628
408 Database Cracking 2007 CIDR 0.00023953844
464 A Case for Fractured Mirrors 2002 VLDB 0.0002245871
488 TiDB: A Raft-based HTAP Database 2020 VLDB 0.000220409
497 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021716559
590 Lazy Database Replication with Snapshot Isolation 2006 VLDB 0.000195762
596 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00019481482
716 Query-based Workload Forecasting for Self-Driving Database Management Systems 2018 SIGMOD 0.00017723171
1,092 E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems 2015 VLDB 0.00014135961
1,223 Enhancements to SQL Server Column Stores 2013 SIGMOD 0.00013207641
1,501 P-Store: An Elastic Database System with Predictive Provisioning 2018 SIGMOD 0.00011664869
1,507 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011617967
1,611 Qd-tree: Learning Data Layouts for Big Data Analytics 2020 SIGMOD 0.00011147324
1,700 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010858865
1,792 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00010537893
1,807 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010487796
2,229 Self-organizing Tuple Reconstruction in Column-stores 2009 SIGMOD 9.2350274e-05
2,691 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 8.2909126e-05
2,844 Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads 2015 VLDB 8.0243849e-05
3,076 Learning a Partitioning Advisor for Cloud Databases 2020 SIGMOD 7.6107677e-05
3,182 SAP HANA: The Evolution from a Modern Main-Memory Data Platform to an Enterprise Application Platform 2013 VLDB 7.4258376e-05
3,768 F1 Lightning: HTAP as a Service 2020 VLDB 6.7782774e-05
3,779 Instance-Optimized Data Layouts for Cloud Analytics Workloads 2021 SIGMOD 6.7747205e-05
3,788 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 6.7656267e-05
4,240 Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation 2021 VLDB 6.3318228e-05
4,453 MorphoSys: Automatic Physical Design Metamorphosis for Distributed Database Systems 2020 VLDB 6.1723632e-05
4,727 STAR: Scaling Transactions through Asymmetric Replication 2019 VLDB 5.9690763e-05
5,005 Adaptive HTAP through Elastic Resource Scheduling 2020 SIGMOD 5.7641797e-05
5,118 AdaptDB: Adaptive Partitioning for Distributed Joins 2017 VLDB 5.6820984e-05
5,451 NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning 2018 SIGMOD 5.5002949e-05
6,104 Automating Distributed Tiered Storage Management in Cluster Computing 2020 VLDB 5.2080102e-05
6,988 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 4.8718019e-05
7,128 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 4.8230171e-05
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Overall Rank Paper Year Venue Pagerank
11,424 Workload Interference Analysis for HTAP* 2021 CIDR 4.1945683e-05
137 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00042342967
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