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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
7372
Venue
SIGMOD
Year
2026
Pagerank
4.1905499e-05
Overall Rank
10,063 | 30.07%
DOI
10.1145/3769775

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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 0.00052844656
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036529607
310 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.0002815547
486 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022039625
608 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019233548
857 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00015840492
1,036 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00014515226
1,077 What happens during a Join? Dissecting CPU and Memory Optimization Effects 2000 VLDB 0.00014224986
1,273 Amazon Redshift Re-invented 2022 SIGMOD 0.00012870386
1,309 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00012655712
1,368 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.0001235708
2,112 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 9.5244583e-05
2,313 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 9.0546844e-05
2,419 Real-Time Analytical Processing with SQL Server 2015 VLDB 8.8485055e-05
2,693 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 8.2845883e-05
3,719 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 6.8141176e-05
3,764 F1 Lightning: HTAP as a Service 2020 VLDB 6.7762323e-05
3,970 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 6.5756727e-05
3,979 Making Updates Disk-I/O Friendly Using SSDs 2013 VLDB 6.5641036e-05
4,404 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 6.2052645e-05
4,498 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 6.1351257e-05
4,665 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.0057914e-05
4,812 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 5.8997906e-05
4,948 SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy 2023 SIGMOD 5.810122e-05
5,101 Accelerating Analytical Processing in MVCC using Fine-Granular High-Frequency Virtual Snapshotting 2018 SIGMOD 5.6938328e-05
5,868 GRF: A Global Range Filter for LSM-Trees with Shape Encoding 2024 SIGMOD 5.2928769e-05
6,274 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.1268676e-05
6,309 Long-lived Transactions Made Less Harmful 2020 SIGMOD 5.112289e-05
6,461 Pando: Enhanced Data Skipping with Logical Data Partitioning 2023 VLDB 5.0479786e-05
6,518 How Good is My HTAP System? 2022 SIGMOD 5.0250374e-05
6,668 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 4.9647176e-05
8,165 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 4.5680112e-05
9,527 One-shot Garbage Collection for In-memory OLTP through Temporality-aware Version Storage 2023 SIGMOD 4.325951e-05
9,903 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 4.2539423e-05
9,904 Progressive Partitioning for Parallelized Query Execution in Google's Napa 2023 VLDB 4.2539423e-05
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