B1: Carbon-aware Multi-site Workflow Scheduling Under Uncertainty

@inproceedings{lehmannWOW2025,

title = {WOW: Workflow-Aware Data Movement and Task Scheduling for Dynamic Scientific Workflows},

author = { Fabian Lehmann and Jonathan Bader and Friedrich Tschirpke and Ninon De Mecquenem and Ansgar Lößer and Sören Becker and Katarzyna Ewa Lewińska and Lauritz Thamsen and Ulf Leser},

year  = {2025},

date = {2025-05-01},

urldate = {2025-05-01},

booktitle = {2025 IEEE 25th International Symposium on Cluster, Cloud and Internet Computing (CCGrid)},

address = {Tromsø, Norway},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kulaginaAdaptive2025,

title = {Memory-aware Adaptive Scheduling of Scientific Workflows On Heterogeneous Architectures},

author = {Svetlana Kulagina and Anne Benoit and Henning Meyerhenke},

year  = {2025},

date = {2025-05-01},

urldate = {2025-05-01},

booktitle = {2025 IEEE 25th International Symposium on Cluster, Cloud and Internet Computing (CCGrid)},

address = {Tromsø, Norway},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{will2025flora,

title = {Flora: Efficient Cloud Resource Selection for Big Data Processing via Job Classification},

author = { Jonathan Will and Lauritz Thamsen and Jonathan Bader and Odej Kao},

url = {https://arxiv.org/pdf/2502.21046},

year  = {2025},

date = {2025-05-01},

urldate = {2025-05-01},

booktitle = {IEEE International Symposium on Cluster, Cloud, and Internet Computing (CCGRID)},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bader2024Sizey,

title = {Sizey: Memory-Efficient Execution of Scientific Workflow Tasks},

author = {Jonathan Bader and Fabian Skalski and Fabian Lehmann and Dominik Scheinert and Jonathan Will and Lauritz Thamsen and Odej Kao},

url = {https://arxiv.org/pdf/2407.16353},

year  = {2024},

date = {2024-09-21},

urldate = {2024-09-21},

booktitle = {2024 IEEE International Conference on Cluster Computing (CLUSTER)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{baderloesser2024ks,

title = {KS+: Predicting Workflow Task Memory Usage Over Time},

author = {Jonathan Bader and Ansgar Lößer and Lauritz Thamsen and Björn Scheuermann and Odej Kao},

url = {https://arxiv.org/pdf/2408.12290},

year  = {2024},

date = {2024-09-15},

urldate = {2024-09-15},

booktitle = {2024 IEEE 20th International Conference on e-Science (e-Science)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{baderPredictDynamicMemoryRequ2023,

title = {Predicting Dynamic Memory Requirements for Scientific Workflow Tasks},

author = {Jonathan Bader and Nils Diedrich and Lauritz Thamsen and Odej Kao},

url = {https://arxiv.org/pdf/2311.08185.pdf},

year  = {2023},

date = {2023-12-20},

urldate = {2023-12-20},

booktitle = {2023 IEEE International Conference on Big Data (Big Data)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bader2023novel,

title = {Novel Approaches Toward Scalable Composable Workflows in Hyper-Heterogeneous Computing Environments},

author = {Jonathan Bader and Jim Belak and Matthew Bement and Matthew Berry and Robert Carson and Daniela Cassol and Stephen Chan and John Coleman and Kastan Day and Alejandro Duque and others},

url = {https://dl.acm.org/doi/pdf/10.1145/3624062.3626283},

year  = {2023},

date = {2023-11-18},

urldate = {2023-01-01},

booktitle = {Proceedings of the SC'23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis},

pages = {2097–2108},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lehmannCommonWorkflowScheduler2023,

title = {The Common Workflow Scheduler Interface: Status Quo and Future Plans},

author = {Fabian Lehmann and Jonathan Bader and Lauritz Thamsen and Ulf Leser},

doi = {10.1145/3624062.3625536},

isbn = {979-8-4007-0785-8/23/11},

year  = {2023},

date = {2023-11-01},

urldate = {2023-11-01},

booktitle = {Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis (SC-W 2023)},

publisher = {ACM},

address = {Denver, Colorado},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}