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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
11852
Venue
VLDB
Year
2018
Pagerank
7.9935046e-05
Overall Rank
2,889 | 80.19%
DOI
10.14778/3229863.3229871

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 24 of 24 citing papers.

Rank Citing Paper Year Venue Pagerank
1,453 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00010742227
1,494 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.00010577585
2,972 F1 Lightning: HTAP as a Service 2020 VLDB 7.9114157e-05
3,123 Monarch: Google’s Planet-Scale In-Memory Time Series Database 2020 VLDB 7.7354933e-05
3,460 DIAMetrics: Benchmarking Query Engines at Scale 2020 VLDB 7.3939262e-05
4,017 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.9525581e-05
4,084 Comprehensive and Efficient Workload Compression 2021 VLDB 6.9151691e-05
4,367 SQL Has Problems. We Can Fix Them: Pipe Syntax In SQL 2024 VLDB 6.7395125e-05
4,649 BigLake: BigQuery’s Evolution toward a Multi-Cloud Lakehouse 2024 SIGMOD 6.586622e-05
4,705 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 6.5529421e-05
5,155 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.3420293e-05
5,196 Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT 2022 SIGMOD 6.3230009e-05
5,262 RAMP-TAO: Layering Atomic Transactions on Facebook's Online TAO Data Store 2021 VLDB 6.2952027e-05
5,487 Remus: Efficient Live Migration for Distributed Databases with Snapshot Isolation 2022 SIGMOD 6.2006149e-05
5,983 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 6.0206841e-05
6,377 Scalable Querying of Nested Data 2021 VLDB 5.8931544e-05
7,915 Krypton: Real-time Serving and Analytical SQL Engine at ByteDance 2023 VLDB 5.5181056e-05
9,157 Meta's Next-generation Realtime Monitoring and Analytics Platform 2022 VLDB 5.3115153e-05
9,172 External Merge Sort for Top-K Queries: Eager input filtering guided by histograms 2020 SIGMOD 5.3092396e-05
9,330 Differentially Private Stream Processing at Scale 2024 VLDB 5.2891952e-05
10,059 Progressive Partitioning for Parallelized Query Execution in Google’s Napa 2023 VLDB 5.1664022e-05
10,117 Semantic Data Modeling, Graph Query, and SQL, Together at Last? 2026 CIDR 5.093636e-05
10,196 Are Learned DBMS Components Robust to Workload Drift?: [Experiments & Analysis] 2026 SIGMOD 5.093636e-05
10,255 HotHash: Hotness-Aware Consistent Hashing for Cloud Databases 2026 SIGMOD 5.093636e-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 0.0010686205
24 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00054865648
32 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00050111008
51 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004291425
66 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00038561587
73 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00037333356
98 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00034510605
237 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.0002369895
330 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002104801
361 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020138717
386 Distributed Query Processing In A Relational Data Base System 1978 SIGMOD 0.00019451022
502 XQuery: A Query Language for XML 2003 SIGMOD 0.00017320395
607 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015800238
652 An Overview of The System Software of A Parallel Relational Database Machine GRACE 1986 VLDB 0.00015304915
844 Hash-Partitioned Join Method Using Dynamic Destaging Strategy 1988 VLDB 0.00013664056
845 Spanner: Becoming a SQL System 2017 SIGMOD 0.00013660379
872 Tenzing: A SQL Implementation On The MapReduce Framework 2011 VLDB 0.00013486409
1,023 Extreme Scale with Full SQL Language Support in Microsoft SQL Azure 2010 SIGMOD 0.00012591922
1,225 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011590013
1,264 SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions 2009 VLDB 0.00011416393
1,606 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010228576
2,971 Design and Implementation of an Extensible Database Management System Supporting User Defined Data Types and Functions 1988 VLDB 7.9120946e-05
3,036 On Parallel Processing of Aggregate and Scalar Functions in Object-Relational DBMS 1998 SIGMOD 7.8287552e-05
4,645 User-Defined Table Operators: Enhancing Extensibility for ORDBMS 1999 VLDB 6.5900051e-05
5,032 ShreX: Managing XML Documents in Relational Databases 2004 VLDB 6.3947542e-05
8,272 Shasta: Interactive Reporting At Scale 2016 SIGMOD 5.4574671e-05
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