Datasets

FlowBench: Anomaly Detection Benchmark Dataset on Scientific Workflows

• Paper: https://arxiv.org/abs/2306.09930

• GitHub: https://github.com/PoSeiDon-Workflows/FlowBench

• Documentation: https://poseidon-workflows.github.io/FlowBench/

TCP Conflict Study: A Dataset on TCP Conflict Using Multiple TCP CCA and AQM Algorithms

• FIFO Data: https://workflow.isi.edu/Poseidon/TCP_Study_Data/fifo_data.tar.xz

• FQ_Codel Data: https://workflow.isi.edu/Poseidon/TCP_Study_Data/fq_codel_data.tar.xz

• RED Data: https://workflow.isi.edu/Poseidon/TCP_Study_Data/red_data.tar.xz

Graph Neural Network for Anomaly Detection and Classification in Scientific Workflows

• GitHub: https://github.com/PoSeiDon-Workflows/graph_nn_2

Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning

• GitHub: https://github.com/PoSeiDon-Workflows/LLM_AD