Using Cloud Functions as Accelerator for Elastic Data Analytics

Summary: Hybrid VM+cloud-function acceleration for burst analytics. CF-optimized operators and a cost-based optimizer enable planning, delivering 1–2 orders of magnitude higher perf/price than serverless engines on sustained workloads, while preserving elasticity. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6664
Venue: SIGMOD
Year: 2023
Pagerank: 5.5028093e-05
Overall Rank: 5,441 | 62.15%
DOI: 10.1145/3589306

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,862	Vexless: A Serverless Vector Data Management System Using Cloud Functions	2024	SIGMOD	5.8707776e-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
9,760	Adaptive data transformations for QaaS	2025	CIDR	4.2856106e-05
10,772	veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System	2025	VLDB	4.1945683e-05
10,889	Off-the-shelf Data Analytics on Serverless	2024	CIDR	4.1945683e-05
11,056	Agile-Ant: Self-managing Distributed Cache Management for Cost Optimization of Big Data Applications	2024	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
66	Spark SQL: Relational Data Processing in Spark	2015	SIGMOD	0.00061639801
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048186983
157	HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads	2009	VLDB	0.00040397359
167	The Snowflake Elastic Data Warehouse	2016	SIGMOD	0.00039180521
426	Amazon Redshift and the Case for Simpler Data Warehouses	2015	SIGMOD	0.00023594359
476	Impala: A Modern, Open-Source SQL Engine for Hadoop	2015	CIDR	0.00022226941
746	Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores	2020	VLDB	0.00017326979
924	Serverless Computing: One Step Forward, Two Steps Back	2019	CIDR	0.00015272958
1,284	Amazon Redshift Re-invented	2022	SIGMOD	0.00012837822
1,326	Starling: A Scalable Query Engine on Cloud Functions	2020	SIGMOD	0.00012576952
2,337	Efficient Processing of Data Warehousing Queries in a Split Execution Environment	2011	SIGMOD	9.0098186e-05
2,424	Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure	2020	SIGMOD	8.8380822e-05
2,691	Greenplum: A Hybrid Database for Transactional and Analytical Workloads	2021	SIGMOD	8.2909126e-05
3,066	HAWQ: A Massively Parallel Processing SQL Engine in Hadoop	2014	SIGMOD	7.6221974e-05
4,188	Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications	2015	SIGMOD	6.3753681e-05
4,531	Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights	2018	VLDB	6.1073703e-05
4,800	Boxer: Data Analytics on Network-enabled Serverless Platforms	2021	CIDR	5.9117077e-05
5,864	Redy: Remote Dynamic Memory Cache	2022	VLDB	5.2975079e-05
7,092	CompuCache: Remote Computable Caching using Spot VMs	2022	CIDR	4.8370308e-05
7,112	Wide Table Layout Optimization based on Column Ordering and Duplication	2017	SIGMOD	4.8275068e-05
7,461	Scalable Multi-Query Execution using Reinforcement Learning	2021	SIGMOD	4.723898e-05
8,094	Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms	2021	VLDB	4.5867812e-05

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Overall Rank	Paper	Year	Venue	Pagerank
9,848	Saving Money for Analytical Workloads in the Cloud	2024	VLDB	4.2721228e-05
9,760	Adaptive data transformations for QaaS	2025	CIDR	4.2856106e-05
8,861	A Model for Query Execution Over Heterogeneous Instances	2024	CIDR	4.4331977e-05
11,571	Serverless Query Processing on a Budget	2020	SIGMOD	4.1945683e-05
8,361	Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools	2023	SIGMOD	4.5368524e-05
10,889	Off-the-shelf Data Analytics on Serverless	2024	CIDR	4.1945683e-05
2,568	Towards Cost-Optimal Query Processing in the Cloud	2021	VLDB	8.5239227e-05
4,862	Vexless: A Serverless Vector Data Management System Using Cloud Functions	2024	SIGMOD	5.8707776e-05
1,326	Starling: A Scalable Query Engine on Cloud Functions	2020	SIGMOD	0.00012576952
9,525	Cost-efficiency and Performance Robustness in Serverless Data Exchange	2022	SIGMOD	4.3310169e-05