Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems

Summary: Taurus: lightweight parallel log scheme for in-memory DBMS using multiple streams and vector LSNs to encode dependencies in data and command logging. Delivers up to 9.9x data and 2.9x command speedups and up to 22.9x/75.6x faster recovery, beating prior parallel logging on NVMe/HDD. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12373
Venue: VLDB
Year: 2021
Pagerank: 4.8810598e-05
Overall Rank: 6,957 | 51.65%
DOI: 10.14778/3425879.3425889

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,060	The Art of Latency Hiding in Modern Database Engines	2024	VLDB	5.7175345e-05
7,071	Skeena: Efficient and Consistent Cross-Engine Transactions	2022	SIGMOD	4.8378766e-05
8,124	DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems	2024	VLDB	4.5765641e-05
8,245	Index Checkpoints for Instant Recovery in In-Memory Database Systems	2022	VLDB	4.5463745e-05
9,401	Tabular: Efficiently Building Efficient Indexes	2025	VLDB	4.3399748e-05
10,503	Moving on From Group Commit: Autonomous Commit Enables High Throughput and Low Latency on NVMe SSDs	2025	SIGMOD	4.1905499e-05
10,936	TimeCloth: Fast Point-in-Time Database Recovery in The Cloud	2024	SIGMOD	4.1905499e-05
11,257	R3: Record-Replay-Retroaction for Database-Backed Applications	2023	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
9	Implementation Techniques For Main Memory Database Systems	1984	SIGMOD	0.001426258
50	A Case for Redundant Arrays of Inexpensive Disks (RAID)	1988	SIGMOD	0.00067287977
87	Hekaton: SQL Server’s Memory-Optimized OLTP Engine	2013	SIGMOD	0.00052844656
136	H-Store: A High-Performance, Distributed Main Memory Transaction Processing System	2008	VLDB	0.00042409816
286	High-Performance Concurrency Control Mechanisms for Main-Memory Databases	2012	VLDB	0.0002894802
632	Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores	2015	VLDB	0.00018895506
756	FOEDUS: OLTP Engine for a Thousand Cores and NVRAM	2015	SIGMOD	0.00017079523
781	Scalable Logging through Emerging Non-Volatile Memory	2014	VLDB	0.00016667457
940	Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems	2015	SIGMOD	0.00015149366
1,369	Aether: A Scalable Approach to Logging	2010	VLDB	0.0001235533
1,835	Write-Behind Logging	2017	VLDB	0.00010356306
2,628	NVRAM-aware Logging in Transaction Systems	2015	VLDB	8.4290885e-05
2,634	REWIND: Recovery Write-Ahead System for In-Memory Non-Volatile Data-Structures	2015	VLDB	8.4091408e-05
3,364	Constant Time Recovery in Azure SQL Database	2019	VLDB	7.1677609e-05
3,784	Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases	2016	SIGMOD	6.7664522e-05
4,519	Controlled Lock Violation	2013	SIGMOD	6.1125985e-05
5,562	Fast Failure Recovery for Main-Memory DBMSs on Multicores	2017	SIGMOD	5.4343594e-05
6,593	Scalable Database Logging for Multicores	2018	VLDB	4.9956546e-05
7,158	Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware	2019	SIGMOD	4.8097535e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
6,593	Scalable Database Logging for Multicores	2018	VLDB	4.9956546e-05
5,562	Fast Failure Recovery for Main-Memory DBMSs on Multicores	2017	SIGMOD	5.4343594e-05
781	Scalable Logging through Emerging Non-Volatile Memory	2014	VLDB	0.00016667457
8,124	DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems	2024	VLDB	4.5765641e-05
1,835	Write-Behind Logging	2017	VLDB	0.00010356306
5,362	Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines	2020	SIGMOD	5.5474601e-05
1,369	Aether: A Scalable Approach to Logging	2010	VLDB	0.0001235533
4,031	Taurus Database: How to be Fast, Available, and Frugal in the Cloud	2020	SIGMOD	6.5136841e-05
3,784	Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases	2016	SIGMOD	6.7664522e-05
6,344	Taurus MM: bringing multi-master to the cloud	2023	VLDB	5.0970986e-05