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F1 Query: Declarative Querying at Scale

Summary: Federated SQL over heterogeneous data stores and formats (Bigtable, Spanner, spreadsheets) via a stand-alone F1 Query platform. Unifies OLTP, OLAP, and ETL with declarative queries and embedded business logic, enabling scalable, low-latency production querying. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hd3afa27fb6de6f42
Venue
VLDB
Year
2018
Pagerank
7.945337e-05
Overall Rank
2,831 | 81.03%
DOI
10.14778/3229863.3229871
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{samwel_vldb18,
        title = {{F1 Query: Declarative Querying at Scale}},
        author = {Samwel, Bart and Cieslewicz, John and Handy, Ben and Govig, Jason and Venetis, Petros and Yang, Chanjun and Peters, Keith and Shute, Jeff and Tenedorio, Daniel and Apte, Himani and Weigel, Felix and Wilhite, David and Yang, Jiacheng and Xu, Jun and Li, Jiexing and Yuan, Zhan and Chasseur, Craig and Zeng, Qiang and Rae, Ian and Biyani, Anurag and Harn, Andrew and Xia, Yang and Gubichev, Andrey and El-Helw, Amr and Erling, Orri and Yan, Zhepeng and Yang, Mohan and Wei, Yiqun and Do, Thanh and Zheng, Colin and Graefe, Goetz and Sardashti, Somayeh and Aly, Ahmed M. and Agrawal, Divy and Gupta, Ashish and Venkataraman, Shiv},
        journal = {PVLDB},
        series = {{VLDB} '18},
        volume = {11},
        number = {12},
        pages = {1835--1848},
        doi = {10.14778/3229863.3229871},
        url = {https://doi.org/10.14778/3229863.3229871},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
1,134 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00011863043
1,387 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.0001080904
2,935 Monarch: Google’s Planet-Scale In-Memory Time Series Database 2020 VLDB 7.8259754e-05
2,959 F1 Lightning: HTAP as a Service 2020 VLDB 7.7990674e-05
3,159 SQL Has Problems. We Can Fix Them: Pipe Syntax In SQL 2024 VLDB 7.5669311e-05
3,474 DIAMetrics: Benchmarking Query Engines at Scale 2020 VLDB 7.256029e-05
3,818 Comprehensive and Efficient Workload Compression 2021 VLDB 6.983427e-05
3,847 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 6.9668258e-05
4,126 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.7797675e-05
4,546 BigLake: BigQuery’s Evolution toward a Multi-Cloud Lakehouse 2024 SIGMOD 6.5341042e-05
5,157 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2362793e-05
5,312 Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT 2022 SIGMOD 6.1696365e-05
5,367 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 6.1462017e-05
5,389 RAMP-TAO: Layering Atomic Transactions on Facebook's Online TAO Data Store 2021 VLDB 6.1371949e-05
5,439 Remus: Efficient Live Migration for Distributed Databases with Snapshot Isolation 2022 SIGMOD 6.1146016e-05
6,452 Scalable Querying of Nested Data 2021 VLDB 5.7633655e-05
8,107 Krypton: Real-time Serving and Analytical SQL Engine at ByteDance 2023 VLDB 5.3739121e-05
8,977 Differentially Private Stream Processing at Scale 2024 VLDB 5.2336589e-05
9,363 Meta's Next-generation Realtime Monitoring and Analytics Platform 2022 VLDB 5.1727202e-05
9,381 External Merge Sort for Top-K Queries: Eager input filtering guided by histograms 2020 SIGMOD 5.170504e-05
9,718 Progressive Partitioning for Parallelized Query Execution in Google’s Napa 2023 VLDB 5.1232608e-05
10,387 CacheServer: Disaggregated Caching for Cloud Databases 2027 SIGMOD 4.9605343e-05
10,423 Semantic Data Modeling, Graph Query, and SQL, Together at Last? 2026 CIDR 4.9605343e-05
10,490 Are Learned DBMS Components Robust to Workload Drift?: [Experiments & Analysis] 2026 SIGMOD 4.9605343e-05
10,545 HotHash: Hotness-Aware Consistent Hashing for Cloud Databases 2026 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 26 of 26 cited papers.

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

Rank Cited Paper Year Venue Pagerank
6 Pig Latin: A Not-So-Foreign Language for Data Processing 2008 SIGMOD 0.0010494385
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055523999
31 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00049707539
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00043085722
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041439488
63 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00038609177
93 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00034518001
226 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.0002389883
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00020904249
328 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020889528
407 Distributed Query Processing In A Relational Data Base System 1978 SIGMOD 0.00019003397
521 XQuery: A Query Language for XML 2003 SIGMOD 0.00016897042
617 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015511217
659 An Overview of The System Software of A Parallel Relational Database Machine GRACE 1986 VLDB 0.00015027863
749 Spanner: Becoming a SQL System 2017 SIGMOD 0.00014247708
855 Hash-Partitioned Join Method Using Dynamic Destaging Strategy 1988 VLDB 0.0001340982
876 Tenzing: A SQL Implementation On The MapReduce Framework 2011 VLDB 0.00013272245
1,017 Extreme Scale with Full SQL Language Support in Microsoft SQL Azure 2010 SIGMOD 0.00012458189
1,212 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011493478
1,289 SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions 2009 VLDB 0.0001116552
1,625 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010028153
3,003 Design and Implementation of an Extensible Database Management System Supporting User Defined Data Types and Functions 1988 VLDB 7.747067e-05
3,095 On Parallel Processing of Aggregate and Scalar Functions in Object-Relational DBMS 1998 SIGMOD 7.6369261e-05
4,746 User-Defined Table Operators: Enhancing Extensibility for ORDBMS 1999 VLDB 6.4264234e-05
5,161 ShreX: Managing XML Documents in Relational Databases 2004 VLDB 6.2350921e-05
8,462 Shasta: Interactive Reporting At Scale 2016 SIGMOD 5.3148581e-05
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