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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
h7aedb1f49d4475ef
Venue
SIGMOD
Year
2026
Pagerank
4.9769913e-05
Overall Rank
10,567 | 28.98%
DOI
10.1145/3769775
PDF
Download (CC BY-NC 4.0)

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Authors

BibTeX Citation

@inproceedings{lim_sigmod26,
        title = {{Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs}},
        author = {Lim, Kyungmin and Yoon, Minseok and Kim, Kihwan and Fekete, Alan and Jung, Hyungsoo},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3769775},
        url = {https://dl.acm.org/doi/10.1145/3769775},
        year = {2026}
}

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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
35 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00047996489
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037724477
178 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026620521
234 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023756332
400 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019124757
575 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00016134406
635 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015362118
681 Amazon Redshift Re-invented 2022 SIGMOD 0.0001482366
753 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00014232329
817 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.00013685662
997 What happens during a Join? Dissecting CPU and Memory Optimization Effects 2000 VLDB 0.00012628913
1,316 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 0.00011046804
1,422 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010720711
1,675 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9136747e-05
1,791 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6213736e-05
2,818 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 7.9703078e-05
2,868 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 7.9205462e-05
2,998 F1 Lightning: HTAP as a Service 2020 VLDB 7.7667188e-05
3,003 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.7631056e-05
3,233 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 7.5008192e-05
3,683 SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy 2023 SIGMOD 7.0996633e-05
3,856 Making Updates Disk-I/O Friendly Using SSDs 2013 VLDB 6.9663383e-05
4,107 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.8020956e-05
4,222 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 6.7205688e-05
4,753 GRF: A Global Range Filter for LSM-Trees with Shape Encoding 2024 SIGMOD 6.4334982e-05
4,763 Accelerating Analytical Processing in MVCC using Fine-Granular High-Frequency Virtual Snapshotting 2018 SIGMOD 6.4272062e-05
5,699 Long-lived Transactions Made Less Harmful 2020 SIGMOD 6.0291201e-05
5,712 How Good is My HTAP System? 2022 SIGMOD 6.0193298e-05
5,842 Pando: Enhanced Data Skipping with Logical Data Partitioning 2023 VLDB 5.971167e-05
5,917 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.9469335e-05
6,300 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 5.8174924e-05
7,446 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 5.5227651e-05
9,188 One-shot Garbage Collection for In-memory OLTP through Temporality-aware Version Storage 2023 SIGMOD 5.2098993e-05
9,689 Progressive Partitioning for Parallelized Query Execution in Google’s Napa 2023 VLDB 5.1402577e-05
9,797 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1235001e-05
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