DBScholar

Back to papers

Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure

Summary: Lambada enables interactive analytics on cold data through a serverless distributed framework. Extensive experiments show when serverless is economically and performance-wise viable for analytics, highlighting domains where it outperforms traditional clouds. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h3860b8e595d0fcee
Venue
SIGMOD
Year
2020
Pagerank
9.6959345e-05
Overall Rank
1,764 | 88.15%
DOI
10.1145/3318464.3389758

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{muller_sigmod20,
        title = {{Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure}},
        author = {Müller, Ingo and Marroquín, Renato and Alonso, Gustavo},
        series = {{SIGMOD} '20},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3318464.3389758},
        url = {https://dl.acm.org/doi/10.1145/3318464.3389758},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 29 of 29 citing papers.

Rank Citing Paper Year Venue Pagerank
2,213 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.817248e-05
3,242 Towards Demystifying Serverless Machine Learning Training 2021 SIGMOD 7.4967268e-05
3,290 Vexless: A Serverless Vector Data Management System Using Cloud Functions 2024 SIGMOD 7.4493472e-05
3,311 Cloud Analytics Benchmark 2023 VLDB 7.4364696e-05
4,036 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8360867e-05
4,405 Boxer: Data Analytics on Network-enabled Serverless Platforms 2021 CIDR 6.6107543e-05
5,008 Using Cloud Functions as Accelerator for Elastic Data Analytics 2023 SIGMOD 6.3147226e-05
5,296 Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT 2022 SIGMOD 6.1888137e-05
6,606 GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation 2024 VLDB 5.7365479e-05
6,797 CompuCache: Remote Computable Caching using Spot VMs 2022 CIDR 5.6784239e-05
6,989 Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools 2023 SIGMOD 5.6257777e-05
7,163 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 5.5935766e-05
7,246 Serverless Data Science - Are We There Yet? A Case Study of Model Serving 2022 SIGMOD 5.5736545e-05
7,455 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 5.5210654e-05
9,171 Optimizing Inference Serving on Serverless Platforms 2022 VLDB 5.2128799e-05
9,846 Cost-efficiency and Performance Robustness in Serverless Data Exchange 2022 SIGMOD 5.1209832e-05
10,104 Adaptive data transformations for QaaS 2025 CIDR 5.0765311e-05
10,129 End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure 2026 CIDR 5.0727027e-05
10,319 Intra-Query Runtime Elasticity for Cloud-Native Data Analysis 2025 SIGMOD 5.0362412e-05
10,462 FaaSBoard: Efficient Graph Processing with a Disaggregated Architecture on Serverless Services 2026 SIGMOD 4.9769913e-05
10,866 Interoperable ACID Transactions for Open Table Formats 2026 VLDB 4.9769913e-05
11,088 Efficient Approximate Query Processing with Block Sampling 2025 CIDR 4.9769913e-05
11,314 ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines 2025 VLDB 4.9769913e-05
11,351 Towards Designing Future-Proof Data Processing Systems 2025 VLDB 4.9769913e-05
11,439 CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics 2025 VLDB 4.9769913e-05
11,466 Off-the-shelf Data Analytics on Serverless 2024 CIDR 4.9769913e-05
11,682 Templating Shuffles 2023 CIDR 4.9769913e-05
11,901 CDI-E: An Elastic Cloud Service for Data Engineering 2022 VLDB 4.9769913e-05
11,998 Toto - Benchmarking the Efficiency of a Cloud Service 2021 SIGMOD 4.9769913e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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

Rank Cited Paper Year Venue Pagerank
93 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00034607573
729 Anti-Caching: A New Approach to Database Management System Architecture 2013 VLDB 0.00014417679
1,019 Serverless Computing: One Step Forward, Two Steps Back 2019 CIDR 0.00012454501
1,028 High-Speed Query Processing over High-Speed Networks 2016 VLDB 0.00012416417
1,117 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00011952597
1,206 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011536099
1,524 Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database 2014 VLDB 0.0001036095
6,776 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 5.6834455e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 3,290 Vexless: A Serverless Vector Data Management System Using Cloud Functions 2024 SIGMOD
2 10,462 FaaSBoard: Efficient Graph Processing with a Disaggregated Architecture on Serverless Services 2026 SIGMOD
3 12,075 Serverless Query Processing on a Budget 2020 SIGMOD
4 10,104 Adaptive data transformations for QaaS 2025 CIDR
5 5,008 Using Cloud Functions as Accelerator for Elastic Data Analytics 2023 SIGMOD
6 1,019 Serverless Computing: One Step Forward, Two Steps Back 2019 CIDR
7 7,246 Serverless Data Science - Are We There Yet? A Case Study of Model Serving 2022 SIGMOD
8 9,846 Cost-efficiency and Performance Robustness in Serverless Data Exchange 2022 SIGMOD
9 3,242 Towards Demystifying Serverless Machine Learning Training 2021 SIGMOD
10 11,466 Off-the-shelf Data Analytics on Serverless 2024 CIDR