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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
10971
Venue
VLDB
Year
2014
Pagerank
9.6059442e-05
Overall Rank
2,076 | 85.56%
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
763 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00017025851
1,263 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012982857
1,312 Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes 2016 SIGMOD 0.00012652548
1,661 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00010978755
2,424 Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure 2020 SIGMOD 8.8380822e-05
3,939 How to Build a Non-Volatile Memory Database Management System 2017 SIGMOD 6.6155594e-05
4,235 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 6.3342932e-05
5,312 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 5.5734224e-05
5,881 Page As You Go: Piecewise Columnar Access In SAP HANA 2016 SIGMOD 5.2895336e-05
6,104 Automating Distributed Tiered Storage Management in Cluster Computing 2020 VLDB 5.2080102e-05
6,492 FILM: a Fully Learned Index for Larger-than-Memory Databases 2023 VLDB 5.042727e-05
6,665 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 4.9697181e-05
6,772 FineLine: Log-structured Transactional Storage and Recovery 2018 VLDB 4.9313122e-05
6,840 LeanStore: A High-Performance Storage Engine for NVMe SSDs 2024 VLDB 4.9109345e-05
7,154 Bf-Tree: A Modern Read-Write-Optimized Concurrent Larger-Than-Memory Range Index 2024 VLDB 4.815267e-05
8,183 Two is Better Than One: The Case for 2-Tree for Skewed Data Sets 2023 CIDR 4.5658208e-05
8,428 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 4.5158105e-05
8,578 Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems 2022 VLDB 4.4923477e-05
9,841 BTrim – Hybrid In-Memory Database Architecture for Extreme Transaction Processing in VLDBs 2018 VLDB 4.2732806e-05
10,368 B-Trees Are Back: Engineering Fast and Pageable Node Layouts 2025 SIGMOD 4.1945683e-05
10,783 ScaleCache: Scalable and Production-grade Buffer Management for Disk-based Database Systems 2025 VLDB 4.1945683e-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
86 The End of an Architectural Era (It's Time for a Complete Rewrite) 2007 VLDB 0.00052563276
87 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00052389723
122 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00045316749
137 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00042342967
215 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.0003354907
289 High-Performance Concurrency Control Mechanisms for Main-Memory Databases 2012 VLDB 0.00028938503
596 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00019481482
982 Anti-Caching: A New Approach to Database Management System Architecture 2013 VLDB 0.00014872253
1,471 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00011830111
3,689 Compacting Transactional Data in Hybrid OLTP&OLAP Databases 2012 VLDB 6.8396366e-05
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1,700 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010858865
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