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DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems

Summary: DecLog: a decentralized NVM-based logging design for TSDBMS that leverages heavy-tailed transaction independence via data-driven log-sequence numbering and relaxed ordering to avoid global barriers and simplify dependency tracking. Adds parallel compressed/aligned persistence to NVM, yielding up to 4.6× throughput improvement and faster recovery vs. Beringei on YCSB-TS. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13350
Venue
VLDB
Year
2024
Pagerank
4.5809563e-05
Overall Rank
8,119 | 43.52%
DOI
10.14778/3617838.3617839

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
10,649 STsCache: An Efficient Semantic Caching Scheme for Time-series Data Workloads Based on Hybrid Storage 2025 VLDB 4.1945683e-05
10,700 LogLite: Lightweight Plug-and-Play Streaming Log Compression 2025 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 38 of 38 cited papers.

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

Rank Cited Paper Year Venue Pagerank
145 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.0004138408
210 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.0003404384
680 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.0001821501
763 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00017025851
792 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.0001661112
819 Persistent B+-Trees in Non-Volatile Main Memory 2015 VLDB 0.00016298164
899 Faster: A Concurrent Key-Value Store with In-Place Updates 2018 SIGMOD 0.00015509287
952 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00015103873
1,004 Storage Management in the NVRAM Era 2014 VLDB 0.00014695628
1,036 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.0001452166
1,373 Aether: A Scalable Approach to Logging 2010 VLDB 0.00012309902
1,405 BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory 2018 VLDB 0.00012174592
1,487 Scuba: Diving into Data at Facebook 2013 VLDB 0.00011701099
1,661 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00010978755
1,842 Write-Behind Logging 2017 VLDB 0.00010345337
1,888 Dash: Scalable Hashing on Persistent Memory 2020 VLDB 0.00010202743
1,921 Apache IoTDB: Time-series Database for Internet of Things 2020 VLDB 0.00010082827
1,961 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 9.9514005e-05
2,510 LB+-Trees: Optimizing Persistent Index Performance on 3DXPoint Memory 2020 VLDB 8.6204284e-05
2,626 NVRAM-aware Logging in Transaction Systems 2015 VLDB 8.4273618e-05
2,646 REWIND: Recovery Write-Ahead System for In-Memory Non-Volatile Data-Structures 2015 VLDB 8.3829289e-05
3,286 Monarch: Google’s Planet-Scale In-Memory Time Series Database 2020 VLDB 7.2740159e-05
3,592 Query Fresh: Log Shipping on Steroids 2018 VLDB 6.9406675e-05
4,544 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.1000636e-05
4,903 Persistent Memory Hash Indexes: An Experimental Evaluation 2021 VLDB 5.8399968e-05
5,071 Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB 2022 VLDB 5.7188461e-05
5,175 Data Management in Non-Volatile Memory 2015 SIGMOD 5.6439952e-05
5,374 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 5.5424901e-05
6,592 Scalable Database Logging for Multicores 2018 VLDB 5.0000872e-05
6,735 SQL Statement Logging for Making SQLite Truly Lite 2018 VLDB 4.9460247e-05
6,966 Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems 2021 VLDB 4.8808246e-05
7,036 X-SSD: A Storage System with Native Support for Database Logging and Replication 2022 SIGMOD 4.8548161e-05
7,080 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 4.8417653e-05
7,106 Revisiting the Design of LSM-tree Based OLTP Storage Engine with Persistent Memory 2021 VLDB 4.8300429e-05
7,160 Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware 2019 SIGMOD 4.8140054e-05
7,747 TSCache: An Efficient Flash-based Caching Scheme for Time-series Data Workloads 2021 VLDB 4.6616405e-05
8,984 The Past, Present and Future of Indexing on Persistent Memory 2022 VLDB 4.4157721e-05
9,270 Repeating History Beyond ARIES 1999 VLDB 4.3653385e-05
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