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Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs

Summary: Presents TracerETL: a progressive ETL for standalone DBMSs using Tracer, a per-partition counting scheme that builds deterministic trace vectors encoding each tuple’s relocation path and arrival order. Enables instant tuple discovery without auxiliary indexes, supporting in-place real-time HTAP and up to 127× PostgreSQL speedups during progressive conversion. (summarized by gpt-5-mini on Feb 11 2026)

Paper ID
7371
Venue
SIGMOD
Year
2026
Pagerank
4.1945683e-05
Overall Rank
10,063 | 30.00%
DOI
10.1145/3769775

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Outgoing Citations (Sorted by Pagerank)

Showing 35 of 35 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 0.00052389723
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036538405
310 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00028132402
488 TiDB: A Raft-based HTAP Database 2020 VLDB 0.000220409
609 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.0001923446
858 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.000158756
1,036 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.0001452166
1,079 What happens during a Join? Dissecting CPU and Memory Optimization Effects 2000 VLDB 0.00014233415
1,284 Amazon Redshift Re-invented 2022 SIGMOD 0.00012837822
1,311 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00012657439
1,366 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.00012357685
2,109 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 9.5318694e-05
2,312 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.0530853e-05
2,394 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 8.9001843e-05
2,691 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 8.2909126e-05
3,721 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 6.8179379e-05
3,768 F1 Lightning: HTAP as a Service 2020 VLDB 6.7782774e-05
3,965 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 6.5820028e-05
3,980 Making Updates Disk-I/O Friendly Using SSDs 2013 VLDB 6.5664429e-05
4,427 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 6.1965873e-05
4,495 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 6.1410277e-05
4,670 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.0104466e-05
4,812 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 5.9053048e-05
4,945 SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy 2023 SIGMOD 5.8157107e-05
5,112 Accelerating Analytical Processing in MVCC using Fine-Granular High-Frequency Virtual Snapshotting 2018 SIGMOD 5.6876077e-05
5,863 GRF: A Global Range Filter for LSM-Trees with Shape Encoding 2024 SIGMOD 5.2979639e-05
6,302 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.1215989e-05
6,332 Long-lived Transactions Made Less Harmful 2020 SIGMOD 5.1070098e-05
6,466 Pando: Enhanced Data Skipping with Logical Data Partitioning 2023 VLDB 5.0528281e-05
6,501 How Good is My HTAP System? 2022 SIGMOD 5.0374293e-05
6,666 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 4.9691571e-05
8,192 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 4.562388e-05
9,526 One-shot Garbage Collection for In-memory OLTP through Temporality-aware Version Storage 2023 SIGMOD 4.3301008e-05
9,904 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 4.258022e-05
9,905 Progressive Partitioning for Parallelized Query Execution in Google's Napa 2023 VLDB 4.258022e-05
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