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)
Incoming Non-self Citations Over Time
Authors
- 1. Ingo Müller (ETH Zurich)
- 2. Renato Marroquín (ETH Zurich)
- 3. Gustavo Alonso (ETH Zurich)
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 28 of 28 citing papers.
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 |
|---|---|---|---|---|
| 98 | Encapsulation of Parallelism in the Volcano Query Processing System | 1990 | SIGMOD | 0.00034510605 |
| 720 | Anti-Caching: A New Approach to Database Management System Architecture | 2013 | VLDB | 0.00014632914 |
| 1,007 | Serverless Computing: One Step Forward, Two Steps Back | 2019 | CIDR | 0.00012691341 |
| 1,076 | High-Speed Query Processing over High-Speed Networks | 2016 | VLDB | 0.00012270109 |
| 1,126 | Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia | 2013 | VLDB | 0.00012078607 |
| 1,203 | NUMA-aware algorithms: the case of data shuffling | 2013 | CIDR | 0.00011671169 |
| 1,524 | Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database | 2014 | VLDB | 0.00010501517 |
| 6,663 | Cheap Data Analytics using Cold Storage Devices | 2016 | VLDB | 5.8091195e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,364 | Vexless: A Serverless Vector Data Management System Using Cloud Functions | 2024 | SIGMOD |
| 2 | 10,236 | FaaSBoard: Efficient Graph Processing with a Disaggregated Architecture on Serverless Services | 2026 | SIGMOD |
| 3 | 11,767 | Serverless Query Processing on a Budget | 2020 | SIGMOD |
| 4 | 9,913 | Adaptive data transformations for QaaS | 2025 | CIDR |
| 5 | 4,908 | Using Cloud Functions as Accelerator for Elastic Data Analytics | 2023 | SIGMOD |
| 6 | 1,007 | Serverless Computing: One Step Forward, Two Steps Back | 2019 | CIDR |
| 7 | 7,114 | Serverless Data Science - Are We There Yet? A Case Study of Model Serving | 2022 | SIGMOD |
| 8 | 9,664 | Cost-efficiency and Performance Robustness in Serverless Data Exchange | 2022 | SIGMOD |
| 9 | 3,169 | Towards Demystifying Serverless Machine Learning Training | 2021 | SIGMOD |
| 10 | 11,112 | Off-the-shelf Data Analytics on Serverless | 2024 | CIDR |