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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
13351
Venue
VLDB
Year
2024
Pagerank
4.5765641e-05
Overall Rank
8,124 | 43.54%
DOI
10.14778/3617838.3617839

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
10,657 STsCache: An Efficient Semantic Caching Scheme for Time-series Data Workloads Based on Hybrid Storage 2025 VLDB 4.1905499e-05
10,708 LogLite: Lightweight Plug-and-Play Streaming Log Compression 2025 VLDB 4.1905499e-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 0.00041403894
211 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.0003401421
643 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.00018733394
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
809 Persistent B+-Trees in Non-Volatile Main Memory 2015 VLDB 0.00016409797
892 Faster: A Concurrent Key-Value Store with In-Place Updates 2018 SIGMOD 0.00015522869
940 Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems 2015 SIGMOD 0.00015149366
954 Storage Management in the NVRAM Era 2014 VLDB 0.0001509523
1,036 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00014515226
1,306 BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory 2018 VLDB 0.00012674725
1,369 Aether: A Scalable Approach to Logging 2010 VLDB 0.0001235533
1,488 Scuba: Diving into Data at Facebook 2013 VLDB 0.00011690191
1,649 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011006201
1,823 Dash: Scalable Hashing on Persistent Memory 2020 VLDB 0.00010403355
1,835 Write-Behind Logging 2017 VLDB 0.00010356306
1,925 Apache IoTDB: Time-series Database for Internet of Things 2020 VLDB 0.00010073156
1,958 TicToc: Time Traveling Optimistic Concurrency Control 2016 SIGMOD 9.9592064e-05
2,508 LB+-Trees: Optimizing Persistent Index Performance on 3DXPoint Memory 2020 VLDB 8.6251065e-05
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
3,288 Monarch: Google’s Planet-Scale In-Memory Time Series Database 2020 VLDB 7.2680967e-05
3,588 Query Fresh: Log Shipping on Steroids 2018 VLDB 6.9389605e-05
4,523 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.1102901e-05
4,900 Persistent Memory Hash Indexes: An Experimental Evaluation 2021 VLDB 5.8418066e-05
5,070 Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB 2022 VLDB 5.7133478e-05
5,175 Data Management in Non-Volatile Memory 2015 SIGMOD 5.6391661e-05
5,362 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 5.5474601e-05
6,593 Scalable Database Logging for Multicores 2018 VLDB 4.9956546e-05
6,737 SQL Statement Logging for Making SQLite Truly Lite 2018 VLDB 4.9417133e-05
6,957 Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems 2021 VLDB 4.8810598e-05
7,004 X-SSD: A Storage System with Native Support for Database Logging and Replication 2022 SIGMOD 4.8607362e-05
7,074 Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory 2021 VLDB 4.8372993e-05
7,092 Revisiting the Design of LSM-tree Based OLTP Storage Engine with Persistent Memory 2021 VLDB 4.83025e-05
7,158 Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware 2019 SIGMOD 4.8097535e-05
7,748 TSCache: An Efficient Flash-based Caching Scheme for Time-series Data Workloads 2021 VLDB 4.6571687e-05
8,990 The Past, Present and Future of Indexing on Persistent Memory 2022 VLDB 4.4115395e-05
9,275 Repeating History Beyond ARIES 1999 VLDB 4.3613591e-05
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12,271 Adaptive Logging for Mobile Device 2010 VLDB 4.1905499e-05
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