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Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database

Summary: Introduces Siberia, a system for cold-data management in Hekaton, enabling online migration of cold records to storage via a unified hot/cold interface. Online reads/writes across hot/cold stores with isolation levels, yielding 7-14% throughput loss. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10972
Venue
VLDB
Year
2014
Pagerank
9.6115775e-05
Overall Rank
2,075 | 85.59%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 21 of 21 citing papers.

Rank Citing Paper Year Venue Pagerank
756 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00017079523
1,260 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012990853
1,300 Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes 2016 SIGMOD 0.00012711153
1,649 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011006201
2,420 Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure 2020 SIGMOD 8.8474951e-05
3,937 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 6.6114468e-05
4,816 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 5.897817e-05
5,060 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 5.7175345e-05
5,887 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 5.2844554e-05
6,108 Automating Distributed Tiered Storage Management in Cluster Computing 2020 VLDB 5.2030492e-05
6,488 FILM: a Fully Learned Index for Larger-than-Memory Databases 2023 VLDB 5.0378878e-05
6,663 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 4.9660535e-05
6,749 FineLine: Log-structured Transactional Storage and Recovery 2018 VLDB 4.9363766e-05
6,838 LeanStore: A High-Performance Storage Engine for NVMe SSDs 2024 VLDB 4.906223e-05
7,152 Bf-Tree: A Modern Read-Write-Optimized Concurrent Larger-Than-Memory Range Index 2024 VLDB 4.8126591e-05
8,185 Two is Better Than One: The Case for 2-Tree for Skewed Data Sets 2023 CIDR 4.5614825e-05
8,422 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 4.5114807e-05
8,575 Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems 2022 VLDB 4.4880409e-05
9,840 BTrim – Hybrid In-Memory Database Architecture for Extreme Transaction Processing in VLDBs 2018 VLDB 4.2692221e-05
10,380 B-Trees Are Back: Engineering Fast and Pageable Node Layouts 2025 SIGMOD 4.1905499e-05
10,789 ScaleCache: Scalable and Production-grade Buffer Management for Disk-based Database Systems 2025 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
87 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00052844656
88 The End of an Architectural Era (It's Time for a Complete Rewrite) 2007 VLDB 0.0005262025
122 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.0004532783
136 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00042409816
215 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00033609709
286 High-Performance Concurrency Control Mechanisms for Main-Memory Databases 2012 VLDB 0.0002894802
594 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00019515008
980 Anti-Caching: A New Approach to Database Management System Architecture 2013 VLDB 0.00014868633
1,468 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00011831457
3,686 Compacting Transactional Data in Hybrid OLTP&OLAP Databases 2012 VLDB 6.839208e-05
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1,697 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010859294
1,300 Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes 2016 SIGMOD 0.00012711153
6,663 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 4.9660535e-05
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87 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00052844656