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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
7.7667188e-05
Overall Rank
2,998 | 79.86%
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 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
1,135 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00011886308
1,791 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6213736e-05
2,813 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 7.9773891e-05
3,643 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 7.1406131e-05
5,256 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2051184e-05
5,291 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.1915052e-05
5,405 FILM: a Fully Learned Index for Larger-than-Memory Databases 2023 VLDB 6.1435108e-05
5,518 HyBench: A New Benchmark for HTAP Databases 2024 VLDB 6.0949417e-05
5,712 How Good is My HTAP System? 2022 SIGMOD 6.0193298e-05
5,917 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.9469335e-05
6,600 Proteus: Autonomous Adaptive Storage for Mixed Workloads 2022 SIGMOD 5.737874e-05
7,223 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.5801574e-05
8,813 Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading 2023 VLDB 5.270772e-05
8,881 Tiresias: Enabling Predictive Autonomous Storage and Indexing 2022 VLDB 5.255975e-05
9,310 Rethink Query Optimization in HTAP Databases 2023 SIGMOD 5.1963298e-05
9,797 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1235001e-05
9,961 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.1014161e-05
10,320 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 5.0362412e-05
10,542 Perseus: Achieving Strong Consistency and High Data Freshness for Scalable Geo-distributed HTAP 2026 SIGMOD 4.9769913e-05
10,567 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 4.9769913e-05
10,713 Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems 2026 VLDB 4.9769913e-05
11,024 Vodka: Rethink Benchmarking Philosophy in HTAP Systems 2026 VLDB 4.9769913e-05
11,111 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.9769913e-05
11,126 Rapid Data Ingestion through DB-OS Co-design 2025 SIGMOD 4.9769913e-05
11,996 Real-time Data Infrastructure at Uber 2021 SIGMOD 4.9769913e-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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