Cong Wang

Orcid: 0000-0001-6429-8799

Affiliations:
  • University of North Carolina at Chapel Hill, NC, USA
  • University of Massachusetts, Amherst, MA, USA (former)


According to our database1, Cong Wang authored at least 39 papers between 2011 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

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

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

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

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

Towards Production Deployment of a SDX Control Framework.
Proceedings of the 31st International Conference on Computer Communications and Networks, 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

Mining Scientific Workflows for Anomalous Data Transfers.
CoRR, 2021

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

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

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

Logical Peering for Interdomain Networking on Testbeds.
Proceedings of the 39th IEEE Conference on Computer Communications, 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
Training Classifiers to Identify TCP Signatures in Scientific Workflows.
Proceedings of the 2019 IEEE/ACM Innovating the Network for Data-Intensive Science, 2019

Sustainable Cloud Encoding for Adaptive Bitrate Streaming over CDNs.
Proceedings of the IEEE International Symposium on Local and Metropolitan Area Networks, 2019

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

COMET: A Distributed Metadata Service for Federated Cloud Infrastructures.
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 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

2018
Energy-agile design for parallel HPC applications.
Sustain. Comput. Informatics Syst., 2018

Toward live inter-domain network services on the ExoGENI testbed.
Proceedings of the IEEE INFOCOM 2018, 2018

2017
Design and Analysis of QoE-Aware Quality Adaptation for DASH: A Spectrum-Based Approach.
ACM Trans. Multim. Comput. Commun. Appl., 2017

2016
Can NDN Perform Better than OLSR in Wireless Ad Hoc Networks?
CoRR, 2016

SQUAD: a spectrum-based quality adaptation for dynamic adaptive streaming over HTTP.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

2015
VHub: Single-stage virtual network mapping through hub location.
Comput. Networks, 2015

A load balancing approach for adaptive bitrate streaming in Information Centric networks.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Optimizing parallel HPC applications for green energy sources.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

2014
On the Feasibility of DASH Streaming in the Cloud.
Proceedings of the 24th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2014

2013
Performance of DASH and WebRTC Video Services for Mobile Users.
Proceedings of the 20th International Packet Video Workshop, 2013

GENI WiMAX Performance: Evaluation and Comparison of Two Campus Testbeds.
Proceedings of the 2013 Second GENI Research and Educational Experiment Workshop, 2013

2012
QoS featured wireless virtualization based on 802.11 hardware.
Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012

Virtual network mapping with traffic matrices.
Proceedings of IEEE International Conference on Communications, 2012

2011
Virtual Network Mapping with Traffic Matrices.
Proceedings of the 2011 ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS), 2011


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