Anirban Mandal

Orcid: 0000-0001-5145-8618

According to our database1, Anirban Mandal authored at least 74 papers between 2004 and 2024.

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Bibliography

2024
Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning.
CoRR, 2024

Advancing Anomaly Detection in Computational Workflows with Active Learning.
CoRR, 2024

(POSTER) Network Testbed for Experimenting With Decentralized Federated Learning.
Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

2023
Graph neural networks for detecting anomalies in scientific workflows.
Int. J. High Perform. Comput. Appl., July, 2023

FlyNet: Drones on the Horizon.
IEEE Internet Comput., 2023

Assessment of Climate Change Impacts on the Precipitation and Temperature: A Case Study on Krishna River Basin.
CoRR, 2023

Self-supervised Learning for Anomaly Detection in Computational Workflows.
CoRR, 2023

Flow-Bench: A Dataset for Computational Workflow Anomaly Detection.
CoRR, 2023

Broadening Student Engagement To Build the Next Generation of Cyberinfrastructure Professionals.
Proceedings of the Practice and Experience in Advanced Research Computing, 2023

Elephants Sharing the Highway: Studying TCP Fairness in Large Transfers over High Throughput Links.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023


Experiments on Network Services for Video Transmission using FABRIC Instrument Resources.
Proceedings of the IEEE INFOCOM 2023, 2023

Network Services Management using Programmable Data Planes for Visual Cloud Computing.
Proceedings of the International Conference on Computing, Networking and Communications, 2023

FlyPaw: Optimized Route Planning for Scientific UAVMissions.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

2022
Fair sharing of network resources among workflow ensembles.
Clust. Comput., 2022

Workflow Anomaly Detection with Graph Neural Networks.
Proceedings of the IEEE/ACM Workshop on Workflows in Support of Large-Scale Science, 2022


Data Integrity Error Localization in Networked Systems with Missing Data.
Proceedings of the IEEE International Conference on Communications, 2022

Automating Edge-to-cloud Workflows for Science: Traversing the Edge-to-cloud Continuum with Pegasus.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021
End-to-end online performance data capture and analysis for scientific workflows.
Future Gener. Comput. Syst., 2021

Special issue on workflows in Support of Large-Scale Science.
Future Gener. Comput. Syst., 2021

Mining Scientific Workflows for Anomalous Data Transfers.
CoRR, 2021

Blueprint: Cyberinfrastructure Center of Excellence.
CoRR, 2021

Anomaly Detection in Scientific Workflows using End-to-End Execution Gantt Charts and Convolutional Neural Networks.
Proceedings of the PEARC '21: Practice and Experience in Advanced Research Computing, 2021

A Performance Characterization of Scientific Machine Learning Workflows.
Proceedings of the 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 2021

FlyNet: a platform to support scientific workflows from the edge to the core for UAV applications.
Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6, 2021

Mining Workflows for Anomalous Data Transfers.
Proceedings of the 18th IEEE/ACM International Conference on Mining Software Repositories, 2021

Root Cause Analysis of Data Integrity Errors in Networked Systems with Incomplete Information.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Predicting Flash Floods in the Dallas-Fort Worth Metroplex Using Workflows and Cloud Computing.
Proceedings of the 17th IEEE International Conference on eScience, 2021

WIRE: Resource-efficient Scaling with Online Prediction for DAG-based Workflows.
Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020
Detecting anomalous packets in network transfers: investigations using PCA, autoencoder and isolation forest in TCP.
Mach. Learn., 2020

Toward a Data Lifecycle Model for NSF Large Facilities.
Proceedings of the PEARC '20: Practice and Experience in Advanced Research Computing, 2020

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

Identifying Execution Anomalies for Data Intensive Workflows Using Lightweight ML Techniques.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

An On-Demand Weather Avoidance System for Small Aircraft Flight Path Routing.
Proceedings of the Dynamic Data Driven Applications Systems, 2020

2019
The role of machine learning in scientific workflows.
Int. J. High Perform. Comput. Appl., 2019

Integrity Protection for Scientific Workflow Data: Motivation and Initial Experiences.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019

Training Classifiers to Identify TCP Signatures in Scientific Workflows.
Proceedings of the 2019 IEEE/ACM Innovating the Network for Data-Intensive Science, 2019

COMET: Distributed Metadata Service for Multi-cloud Experiments.
Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

Custom Execution Environments with Containers in Pegasus-Enabled Scientific Workflows.
Proceedings of the 15th International Conference on eScience, 2019

Toward a Dynamic Network-Centric Distributed Cloud Platform for Scientific Workflows: A Case Study for Adaptive Weather Sensing.
Proceedings of the 15th International Conference on eScience, 2019


2017
PANORAMA: An approach to performance modeling and diagnosis of extreme-scale workflows.
Int. J. High Perform. Comput. Appl., 2017

Slice-based network transit service: Inter-domain L2 networking on ExoGENI.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Toward Prioritization of Data Flows for Scientific Workflows Using Virtual Software Defined Exchanges.
Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016
Towards an Experimental LegoLand: Slice Modification and Recovery in ExoGENI Testbed.
Proceedings of the Testbeds and Research Infrastructures for the Development of Networks and Communities, 2016

Toward an End-to-End Framework for Modeling, Monitoring and Anomaly Detection for Scientific Workflows.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Anomaly detection for scientific workflow applications on networked clouds.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

ExoGENI: A Multi-Domain Infrastructure-as-a-Service Testbed.
Proceedings of the GENI Book, 2016

2015
Adapting Scientific Workflows on Networked Clouds Using Proactive Introspection.
Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015

Enabling workflow repeatability with virtualization support.
Proceedings of the 10th Workshop on Workflows in Support of Large-Scale Science, 2015

Achieving Performance Isolation on Multi-Tenant Networked Clouds Using Advanced Block Storage Mechanisms.
Proceedings of the 6th Workshop on Scientific Cloud Computing, 2015

2014
Enabling persistent queries for cross-aggregate performance monitoring.
IEEE Commun. Mag., 2014

Scaling up applications over distributed clouds with dynamic layer-2 exchange and broadcast service.
Proceedings of the 2014 26th International Teletraffic Congress (ITC), 2014

Capacity of inter-cloud layer-2 virtual networking.
Proceedings of the 2014 ACM SIGCOMM workshop on Distributed cloud computing, 2014

Domain Science Applications on GENI: Presentation and Demo.
Proceedings of the 22nd IEEE International Conference on Network Protocols, 2014

Leveraging and Adapting ExoGENI Infrastructure for Data-Driven Domain Science Workflows.
Proceedings of the 2014 Third GENI Research and Educational Experiment Workshop, 2014

2013
Evaluating I/O aware network management for scientific workflows on networked clouds.
Proceedings of the Third International Workshop on Network-Aware Data Management, 2013

SMART-HexBot: a Simulation, Modeling, Analysis and Research Tool for Hexapod Robot in Virtual Reality and Simulink.
Proceedings of the Advances In Robotics 2013, 2013

2012
ExoGENI: A Multi-domain Infrastructure-as-a-Service Testbed.
Proceedings of the Testbeds and Research Infrastructure. Development of Networks and Communities, 2012

Dynamic network provisioning for data intensive applications in the cloud.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

2011
Provisioning and Evaluating Multi-domain Networked Clouds for Hadoop-based Applications.
Proceedings of the IEEE 3rd International Conference on Cloud Computing Technology and Science, 2011

Embedding virtual topologies in networked clouds.
Proceedings of the 6th International Conference on Future Internet Technologies, 2011

2010
Modeling memory concurrency for multi-socket multi-core systems.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2010

2009
VGrADS: enabling e-Science workflows on grids and clouds with fault tolerance.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

Combined Fault Tolerance and Scheduling Techniques for Workflow Applications on Computational Grids.
Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009

2008
Fault Tolerance and Recovery of Scientific Workflows on Computational Grids.
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2006
Grid scheduling and protocols - Evaluation of a workflow scheduler using integrated performance modelling and batch queue wait time prediction.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Challenges of Scale: When All Computing Becomes Grid Computing.
Proceedings of the High Performance Computing and Grids in Action, 2006

Scalable Grid Application Scheduling via Decoupled Resource Selection and Scheduling.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

2005
New Grid Scheduling and Rescheduling Methods in the GrADS Project.
Int. J. Parallel Program., 2005

Scheduling strategies for mapping application workflows onto the grid.
Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005

Task scheduling strategies for workflow-based applications in grids.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

2004
Scheduling workflow applications in GrADS.
Proceedings of the 4th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2004), 2004


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