Cost-efficiency and Performance Robustness in Serverless Data Exchange
Summary: Cost-aware serverless data exchange for analytics using elastic cloud functions, enabling pipeline-granularity scaling and no idle costs. Tackles inter-function data transfer costs and skew with a pricing-aware design that delivers fast, predictable performance across diverse data sets. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. David Justen (Hasso Plattner Institute; University of Potsdam)
BibTeX Citation
@inproceedings{justen_sigmod22,
title = {{Cost-efficiency and Performance Robustness in Serverless Data Exchange}},
author = {Justen, David},
series = {{SIGMOD} '22},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3514221.3520248},
url = {https://dl.acm.org/doi/10.1145/3514221.3520248},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,392 | Themis: A GPU-accelerated Relational Query Execution Engine | 2025 | VLDB | 5.1861628e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 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 | 0.00034622929 |
| 932 | Starling: A Scalable Query Engine on Cloud Functions | 2020 | SIGMOD | 0.00013008551 |
| 1,019 | Serverless Computing: One Step Forward, Two Steps Back | 2019 | CIDR | 0.00012460326 |
| 1,763 | Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure | 2020 | SIGMOD | 9.7003359e-05 |
| 4,105 | Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google | 2021 | VLDB | 6.8053165e-05 |
| 4,403 | Boxer: Data Analytics on Network-enabled Serverless Platforms | 2021 | CIDR | 6.6138772e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,019 | Serverless Computing: One Step Forward, Two Steps Back | 2019 | CIDR |
| 2 | 3,290 | Vexless: A Serverless Vector Data Management System Using Cloud Functions | 2024 | SIGMOD |
| 3 | 932 | Starling: A Scalable Query Engine on Cloud Functions | 2020 | SIGMOD |
| 4 | 10,187 | Saving Money for Analytical Workloads in the Cloud | 2024 | VLDB |
| 5 | 11,460 | Off-the-shelf Data Analytics on Serverless | 2024 | CIDR |
| 6 | 2,213 | Towards Cost-Optimal Query Processing in the Cloud | 2021 | VLDB |
| 7 | 4,403 | Boxer: Data Analytics on Network-enabled Serverless Platforms | 2021 | CIDR |
| 8 | 10,100 | Adaptive data transformations for QaaS | 2025 | CIDR |
| 9 | 5,005 | Using Cloud Functions as Accelerator for Elastic Data Analytics | 2023 | SIGMOD |
| 10 | 12,069 | Serverless Query Processing on a Budget | 2020 | SIGMOD |