Publications

(2021). Mining Workflows for Anomalous Data Transfers. 2021 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR) (MSR).

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(2021). End-to-End Online Performance Data Capture and Analysis for Scientific Workflows. Future Generation Computer Systems.

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(2021). Anomaly Detection in Scientific Workflows using End-to-End Execution Gantt Charts and Convolutional Neural Networks. Proceedings of the Practice and Experience in Advanced Research Computing.

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(2020). Workflow Submit Nodes as a Service on Leadership Class Systems. Proceedings of the Practice and Experience in Advanced Research Computing.

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(2020). Identifying Execution Anomalies for Data Intensive Workflows Using Lightweight ML Techniques. 2020 IEEE High Performance extreme Computing Conference (HPEC).

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(2020). Gearing the DECam Analysis Pipeline for Multi-Messenger Astronomy using Pegasus Workflows. Astronomical Data Analysis Software and Systems (ADASS) XXIX.

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(2020). DyNamo: Scalable Weather Workflow Processing in the Academic MultiCloud. 100th American Meteorological Society Annual Meeting.

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(2020). Detecting Anomalous Packets in Network Transfers: Investigations using PCA, Autoencoder and Isolation Forest in TCP. Machine Learning.

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(2020). Application Aware Software Defined Flows of Workflow Ensembles. 2020 IEEE/ACM Innovating the Network for Data-Intensive Science (INDIS).

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(2020). An On-Demand Weather Avoidance System for Small Aircraft Flight Path Routing. Dynamic Data Driven Application Systems.

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(2019). Training Classifiers to Identify TCP Signatures inScientific Workflows. 2019 IEEE/ACM Innovating the Network for Data-Intensive Science (INDIS).

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(2019). Toward a Dynamic Network-centric Distributed Cloud Platform for Scientific Workflows: A Case Study for Adaptive Weather Sensing. 15th International Conference on eScience (eScience).

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(2019). The Evolution of the Pegasus Workflow Management Software. Computing in Science Engineering.

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(2019). Measuring the Impact of Burst Buffers on Data-Intensive Scientific Workflows. Future Generation Computer Systems.

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(2019). Enabling Data Streaming-based Science Gateway through Federated Cyberinfrastructure. Gateways 2019.

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(2019). Custom Execution Environments with Containers in Pegasus-enabled Scientific Workflows. 15th International Conference on eScience (eScience).

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