Mashup: making serverless computing useful for hpc workflows via hybrid execution
This work introduces Mashup, a novel strategy to leverage serverless computing model for
executing scientific workflows in a hybrid fashion by taking advantage of both the traditional …
executing scientific workflows in a hybrid fashion by taking advantage of both the traditional …
Mining workflows for anomalous data transfers
Modern scientific workflows are data-driven and are often executed on distributed,
heterogeneous, high-performance computing infrastructures. Anomalies and failures in the …
heterogeneous, high-performance computing infrastructures. Anomalies and failures in the …
Graph neural networks for detecting anomalies in scientific workflows
Identifying and addressing anomalies in complex, distributed systems can be challenging for
reliable execution of scientific workflows. We model these workflows as directed acyclic …
reliable execution of scientific workflows. We model these workflows as directed acyclic …
Workflow anomaly detection with graph neural networks
Reliable execution of scientific workflows is a fundamental concern in computational
campaigns. Therefore, detecting and diagnosing anomalies are both important and …
campaigns. Therefore, detecting and diagnosing anomalies are both important and …
[PDF][PDF] Mashup: Making Serverless Computing Useful for HPC Workflows via Hybrid Execution
R Basu Roy, T Patel, V Gadepally, D Tiwari - 2022 - dspace.mit.edu
This work introduces Mashup, a novel strategy to leverage serverless computing model for
executing scientific workflows in a hybrid fashion by taking advantage of both the traditional …
executing scientific workflows in a hybrid fashion by taking advantage of both the traditional …
Mining Scientific Workflows for Anomalous Data Transfers
Modern scientific workflows are data-driven and are often executed on distributed,
heterogeneous, high-performance computing infrastructures. Anomalies and failures in the …
heterogeneous, high-performance computing infrastructures. Anomalies and failures in the …