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commit 9e3826a3d4af1a4c8c185de59f1cede5cd43cbc1 Author: Zoi Kaoudi <[email protected]> AuthorDate: Sun Jul 5 15:55:59 2026 +0200 Add research publications and citation section to README Added a new section on research publications and citation for Apache Wayang so that researchers using our system can cite the right paper besides linking the repo. --- README.md | 31 ++++++++++++++++++++++++++++++- 1 file changed, 30 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 91ddd1d2e..ce152d968 100644 --- a/README.md +++ b/README.md @@ -44,6 +44,7 @@ You write your pipeline against a single API, then decide how it runs. Point it - [Quickstart](#quickstart) - [Install](#install) - [Documentation](#documentation) +- [Research](#research) - [Contributing](#contributing) - [Community](#community) - [Authors](#authors) @@ -270,6 +271,34 @@ bin/wayang-submit org.apache.wayang.apps.wordcount.Main java file://$(pwd)/READM - **[Example applications](guides/wayang-examples.md)** — runnable apps in this repo. - **[Developing with Wayang](guides/develop-with-Wayang.md)** — using Wayang in your own Java/Scala project. +## Research + +Wayang (formerly called Rheem) is the product of many years of top quality research. Below you can find the main publications: + +- Apache Wayang: A Unified Data Analytics Framework. SIGMOD Rec. 52(3): 30-35 (2023) [pdf](https://sigmodrecord.org/publications/sigmodRecord/2309/pdfs/05_Systems_Beedkar.pdf) +- Apache Wayang in Action: Enabling Data Systems Integration via a Unified Data Analytics Framework. SIGMOD Conference Companion 2025: 35-38 [pdf](https://dl.acm.org/doi/pdf/10.1145/3722212.3725081) +- ML-based Cross-Platform Query Optimization. ICDE 2020: 1489-1500 [pdf](https://itu.dk/~joqu/assets/publications/icde20.pdf) +- RHEEMix in the data jungle: a cost-based optimizer for cross-platform systems. VLDB J. 29(6): 1287-1310 (2020) [pdf](https://link.springer.com/article/10.1007/s00778-020-00612-x) +- RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -. Proc. VLDB Endow. 11(11): 1414-1427 (2018) [pdf](http://www.vldb.org/pvldb/vol11/p1414-agrawal.pdf) + +### Citing Wayang + +If you use Apache Wayang in your research, please cite the SIGMOD Record paper: + +```bibtex +@article{beedkar2023wayang, + author = {Kaustubh Beedkar and Bertty Contreras-Rojas and Haralampos Gavriilidis and Zoi Kaoudi and Volker Markl and Rodrigo Pardo-Meza and Jorge-Arnulfo Quian{\'{e}}-Ruiz}, + title = "{Apache Wayang: A Unified Data Analytics Framework}", + journal = {{SIGMOD} Rec.}, + volume = {52}, + number = {3}, + pages = {30--35}, + year = {2023}, + doi = {10.1145/3631504.3631510} +} +``` + + ## Contributing Contributions are welcome — bug reports, doc fixes, new platform adapters, new operators, optimizer improvements, anything. Start with [CONTRIBUTING.md](CONTRIBUTING.md) and the [building guide](guides/develop-in-Wayang.md), open an issue if you're not sure where to start, and introduce yourself on the [dev mailing list](https://wayang.apache.org/docs/community/mailinglist) — that's where active work gets discussed. @@ -305,4 +334,4 @@ limitations under the License. ## Acknowledgements -The [logo](https://wayang.apache.org/img/wayang.png) was donated by Brian Vera. \ No newline at end of file +The [logo](https://wayang.apache.org/img/wayang.png) was donated by Brian Vera.
