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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
5822
Venue
SIGMOD
Year
2020
Pagerank
0.00012576952
Overall Rank
1,326 | 90.78%
DOI
10.1145/3318464.3380609

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 36 of 36 citing papers.

Rank Citing Paper Year Venue Pagerank
1,377 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012296941
2,568 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.5239227e-05
2,791 Towards Demystifying Serverless Machine Learning Training 2021 SIGMOD 8.1206618e-05
4,239 The Composable Data Management System Manifesto 2023 VLDB 6.3318452e-05
4,641 VIVA: An End-to-End System for Interactive Video Analytics 2022 CIDR 6.027004e-05
4,717 Cloud Analytics Benchmark 2023 VLDB 5.9751539e-05
4,800 Boxer: Data Analytics on Network-enabled Serverless Platforms 2021 CIDR 5.9117077e-05
4,862 Vexless: A Serverless Vector Data Management System Using Cloud Functions 2024 SIGMOD 5.8707776e-05
4,870 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8613885e-05
5,441 Using Cloud Functions as Accelerator for Elastic Data Analytics 2023 SIGMOD 5.5028093e-05
6,388 Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT 2022 SIGMOD 5.0851841e-05
6,698 Netherite: Efficient Execution of Serverless Workflows 2022 VLDB 4.9573729e-05
7,092 CompuCache: Remote Computable Caching using Spot VMs 2022 CIDR 4.8370308e-05
7,269 Serverless Data Science - Are We There Yet? A Case Study of Model Serving 2022 SIGMOD 4.7815303e-05
7,296 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 4.7723197e-05
7,543 Cloud Databases: New Techniques, Challenges, and Opportunities 2022 VLDB 4.715241e-05
7,889 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 4.6253386e-05
8,094 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 4.5867812e-05
8,095 GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation 2024 VLDB 4.5865778e-05
8,361 Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools 2023 SIGMOD 4.5368524e-05
8,742 Tao: Improving Resource Utilization while Guaranteeing SLO in Multi-tenant Relational Database-as-a-Service 2024 SIGMOD 4.456315e-05
9,525 Cost-efficiency and Performance Robustness in Serverless Data Exchange 2022 SIGMOD 4.3310169e-05
9,601 SkyPIE: A Fast & Accurate Oracle for Object Placement 2024 SIGMOD 4.3177432e-05
9,760 Adaptive data transformations for QaaS 2025 CIDR 4.2856106e-05
9,883 Towards Resource-adaptive Query Execution in Cloud Native Databases 2024 CIDR 4.2635782e-05
9,973 End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure 2026 CIDR 4.1945683e-05
10,403 CockroachDB Serverless: Sub-second Scaling from Zero with Multi-region Cluster Virtualization 2025 SIGMOD 4.1945683e-05
10,491 Intra-Query Runtime Elasticity for Cloud-Native Data Analysis 2025 SIGMOD 4.1945683e-05
10,662 ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines 2025 VLDB 4.1945683e-05
10,852 CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics 2025 VLDB 4.1945683e-05
10,889 Off-the-shelf Data Analytics on Serverless 2024 CIDR 4.1945683e-05
11,154 Templating Shuffles 2023 CIDR 4.1945683e-05
11,231 InfiniStore: Elastic Serverless Cloud Storage 2023 VLDB 4.1945683e-05
11,389 CDI-E: An Elastic Cloud Service for Data Engineering 2022 VLDB 4.1945683e-05
11,430 AnyDB: An Architecture-less DBMS for Any Workload 2021 CIDR 4.1945683e-05
11,487 Toto - Benchmarking the Efficiency of a Cloud Service 2021 SIGMOD 4.1945683e-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.

Rank Cited Paper Year Venue Pagerank
853 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask 2018 VLDB 0.00015940507
924 Serverless Computing: One Step Forward, Two Steps Back 2019 CIDR 0.00015272958
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10,889 Off-the-shelf Data Analytics on Serverless 2024 CIDR 4.1945683e-05
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