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F1 Lightning: HTAP as a Service

Summary: F1 Lightning delivers HTAP over existing, independently owned transactional systems and a federated query engine—not a greenfield redesign. Production experience at Google addresses transparent, low-latency transactions and analytics for legacy and new applications. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h0e83b3069434d1db
Venue
VLDB
Year
2020
Pagerank
7.7990674e-05
Overall Rank
2,959 | 80.17%
DOI
10.14778/3415478.3415553
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{yang_vldb20,
        title = {{F1 Lightning: HTAP as a Service}},
        author = {Yang, Jiacheng and Rae, Ian and Xu, Jun and Shute, Jeff and Yuan, Zhan and Lau, Kelvin and Zeng, Qiang and Zhao, Xi and Ma, Jun and Chen, Ziyang and Gao, Yuan and Dong, Qilin and Zhou, Junxiong and Wood, Jeremy and Graefe, Goetz and Naughton, Jeff and Cieslewicz, John},
        journal = {PVLDB},
        series = {{VLDB} '20},
        volume = {13},
        number = {12},
        pages = {3313--3325},
        doi = {10.14778/3415478.3415553},
        url = {https://doi.org/10.14778/3415478.3415553},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
1,134 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00011863043
1,783 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6536753e-05
2,824 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 7.9511637e-05
3,650 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 7.1170026e-05
5,157 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2362793e-05
5,192 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.2209024e-05
5,421 FILM: a Fully Learned Index for Larger-than-Memory Databases 2023 VLDB 6.1231965e-05
5,533 HyBench: A New Benchmark for HTAP Databases 2024 VLDB 6.0777541e-05
5,605 How Good is My HTAP System? 2022 SIGMOD 6.0511725e-05
5,788 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.9763511e-05
6,429 Proteus: Autonomous Adaptive Storage for Mixed Workloads 2022 SIGMOD 5.7691021e-05
6,994 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.6094434e-05
8,559 Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading 2023 VLDB 5.3015086e-05
8,902 Tiresias: Enabling Predictive Autonomous Storage and Indexing 2022 VLDB 5.2387388e-05
9,335 Rethink Query Optimization in HTAP Databases 2023 SIGMOD 5.1791475e-05
9,650 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.1322451e-05
9,830 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1065586e-05
10,109 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 5.0672857e-05
10,367 Perseus: Achieving Strong Consistency and High Data Freshness for Scalable Geo-distributed HTAP 2026 SIGMOD 5.0082317e-05
10,400 HeraDB: Towards Real-time Analysis of Transaction-Centric HTAP with CPU-GPU Hybrid Query Execution 2027 SIGMOD 4.9605343e-05
10,631 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 4.9605343e-05
10,774 Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems 2026 VLDB 4.9605343e-05
11,085 Vodka: Rethink Benchmarking Philosophy in HTAP Systems 2026 VLDB 4.9605343e-05
11,172 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.9605343e-05
11,186 Rapid Data Ingestion through DB-OS Co-design 2025 SIGMOD 4.9605343e-05
12,040 Real-time Data Infrastructure at Uber 2021 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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