DBScholar

Back to papers

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
h6ba4f73f4f137f94
Venue
SIGMOD
Year
2023
Pagerank
6.3086259e-05
Overall Rank
4,999 | 66.50%
DOI
10.1145/3589306

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{bian_sigmod23,
        title = {{Using Cloud Functions as Accelerator for Elastic Data Analytics}},
        author = {Bian, Haoqiong and Sha, Tiannan and Ailamaki, Anastasia},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3589306},
        url = {https://dl.acm.org/doi/10.1145/3589306},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Previous Page 1 / 1 Next

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
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055523999
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00043085722
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041439488
120 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00031017868
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
462 Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores 2020 VLDB 0.00017825062
651 Amazon Redshift Re-invented 2022 SIGMOD 0.00015126716
913 Starling: A Scalable Query Engine on Cloud Functions 2020 SIGMOD 0.00013084137
1,019 Serverless Computing: One Step Forward, Two Steps Back 2019 CIDR 0.0001243645
1,716 Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure 2020 SIGMOD 9.7923765e-05
1,783 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6536753e-05
2,187 Efficient Processing of Data Warehousing Queries in a Split Execution Environment 2011 SIGMOD 8.8889656e-05
2,912 HAWQ: A Massively Parallel Processing SQL Engine in Hadoop 2014 SIGMOD 7.8573961e-05
3,901 Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications 2015 SIGMOD 6.9183133e-05
4,309 Redy: Remote Dynamic Memory Cache 2022 VLDB 6.6574435e-05
4,424 Boxer: Data Analytics on Network-enabled Serverless Platforms 2021 CIDR 6.5896312e-05
4,427 Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights 2018 VLDB 6.5881915e-05
6,805 CompuCache: Remote Computable Caching using Spot VMs 2022 CIDR 5.6612739e-05
7,054 Wide Table Layout Optimization based on Column Ordering and Duplication 2017 SIGMOD 5.5956321e-05
7,347 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.5308106e-05
7,470 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 5.5032592e-05
Previous Page 1 / 1 Next

Semantically Similar Papers