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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
7561
Venue
SIGMOD
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,355 | 28.96%
DOI
10.1145/3769775

Incoming Non-self Citations Over Time

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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
38 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00047648573
103 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00034161428
186 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026182534
271 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022703024
446 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00018332392
575 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00016257033
655 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015263509
818 Amazon Redshift Re-invented 2022 SIGMOD 0.00013822916
831 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00013748512
857 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.00013568886
987 What happens during a Join? Dissecting CPU and Memory Optimization Effects 2000 VLDB 0.00012814017
1,390 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 0.00010942775
1,502 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010557694
1,692 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9979924e-05
1,948 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.432395e-05
2,962 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 7.9170451e-05
2,972 F1 Lightning: HTAP as a Service 2020 VLDB 7.9114157e-05
3,054 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 7.8090808e-05
3,535 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 7.3333933e-05
3,653 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.2241143e-05
3,773 SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy 2023 SIGMOD 7.1384476e-05
3,808 Making Updates Disk-I/O Friendly Using SSDs 2013 VLDB 7.1083217e-05
4,017 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.9525581e-05
4,156 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 6.86587e-05
4,664 GRF: A Global Range Filter for LSM-Trees with Shape Encoding 2024 SIGMOD 6.5787544e-05
4,675 Accelerating Analytical Processing in MVCC using Fine-Granular High-Frequency Virtual Snapshotting 2018 SIGMOD 6.5727393e-05
5,602 How Good is My HTAP System? 2022 SIGMOD 6.1538237e-05
5,805 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 6.0822211e-05
5,825 Long-lived Transactions Made Less Harmful 2020 SIGMOD 6.0747201e-05
6,042 Pando: Enhanced Data Skipping with Logical Data Partitioning 2023 VLDB 5.9970052e-05
6,264 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 5.9357781e-05
7,988 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 5.5113542e-05
9,606 One-shot Garbage Collection for In-memory OLTP through Temporality-aware Version Storage 2023 SIGMOD 5.2478168e-05
10,058 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1664022e-05
10,059 Progressive Partitioning for Parallelized Query Execution in Google’s Napa 2023 VLDB 5.1664022e-05
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