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Starling: A Scalable Query Engine on Cloud Functions

Summary: Starling: scalable, serverless query engine with hundreds of stateless workers and mitigated stragglers. Delivers interactive latency at lower total cost than provisioned clusters for bursty analytics; scales to larger data, including 1TB TPC-H datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hdeecfc0efbd4a038
Venue
SIGMOD
Year
2020
Pagerank
0.00013084137
Overall Rank
913 | 93.89%
DOI
10.1145/3318464.3380609

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{perron_sigmod20,
        title = {{Starling: A Scalable Query Engine on Cloud Functions}},
        author = {Perron, Matthew and Fernandez, Raul Castro and DeWitt, David and Madden, Samuel},
        series = {{SIGMOD} '20},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3318464.3380609},
        url = {https://dl.acm.org/doi/10.1145/3318464.3380609},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 39 of 39 citing papers.

Rank Citing Paper Year Venue Pagerank
955 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012856295
2,162 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.9192007e-05
3,193 Vexless: A Serverless Vector Data Management System Using Cloud Functions 2024 SIGMOD 7.5325527e-05
3,256 Towards Demystifying Serverless Machine Learning Training 2021 SIGMOD 7.4732677e-05
3,303 Cloud Analytics Benchmark 2023 VLDB 7.4212268e-05
3,344 The Composable Data Management System Manifesto 2023 VLDB 7.3834228e-05
4,058 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8134824e-05
4,284 VIVA: An End-to-End System for Interactive Video Analytics 2022 CIDR 6.6710929e-05
4,424 Boxer: Data Analytics on Network-enabled Serverless Platforms 2021 CIDR 6.5896312e-05
4,999 Using Cloud Functions as Accelerator for Elastic Data Analytics 2023 SIGMOD 6.3086259e-05
5,312 Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT 2022 SIGMOD 6.1696365e-05
6,612 GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation 2024 VLDB 5.7175793e-05
6,618 Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools 2023 SIGMOD 5.715013e-05
6,768 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 5.6693759e-05
6,805 CompuCache: Remote Computable Caching using Spot VMs 2022 CIDR 5.6612739e-05
6,973 Netherite: Efficient Execution of Serverless Workflows 2022 VLDB 5.6150492e-05
7,169 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 5.5789764e-05
7,248 Serverless Data Science - Are We There Yet? A Case Study of Model Serving 2022 SIGMOD 5.5597893e-05
7,470 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 5.5032592e-05
8,068 Cloud Databases: New Techniques, Challenges, and Opportunities 2022 VLDB 5.3809781e-05
8,979 Tao: Improving Resource Utilization while Guaranteeing SLO in Multi-tenant Relational Database-as-a-Service 2024 SIGMOD 5.2330911e-05
9,243 CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics 2025 VLDB 5.1864799e-05
9,490 CockroachDB Serverless: Sub-second Scaling from Zero with Multi-region Cluster Virtualization 2025 SIGMOD 5.1554124e-05
9,871 Cost-efficiency and Performance Robustness in Serverless Data Exchange 2022 SIGMOD 5.1053749e-05
9,953 SkyPIE: A Fast & Accurate Oracle for Object Placement 2024 SIGMOD 5.0910746e-05
10,139 Adaptive data transformations for QaaS 2025 CIDR 5.0597449e-05
10,166 End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure 2026 CIDR 5.0559291e-05
10,259 Towards Resource-adaptive Query Execution in Cloud Native Databases 2024 CIDR 5.0381136e-05
10,347 Intra-Query Runtime Elasticity for Cloud-Native Data Analysis 2025 SIGMOD 5.0195882e-05
10,393 EASE: Resource-aware Query Scheduling across Heterogeneous Cloud Compute Services 2027 SIGMOD 4.9605343e-05
10,528 FaaSBoard: Efficient Graph Processing with a Disaggregated Architecture on Serverless Services 2026 SIGMOD 4.9605343e-05
10,927 Interoperable ACID Transactions for Open Table Formats 2026 VLDB 4.9605343e-05
11,368 ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines 2025 VLDB 4.9605343e-05
11,518 Off-the-shelf Data Analytics on Serverless 2024 CIDR 4.9605343e-05
11,728 Templating Shuffles 2023 CIDR 4.9605343e-05
11,795 InfiniStore: Elastic Serverless Cloud Storage 2023 VLDB 4.9605343e-05
11,945 CDI-E: An Elastic Cloud Service for Data Engineering 2022 VLDB 4.9605343e-05
11,985 AnyDB: An Architecture-less DBMS for Any Workload 2021 CIDR 4.9605343e-05
12,042 Toto - Benchmarking the Efficiency of a Cloud Service 2021 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 2 of 2 cited papers.

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

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