Bong Jun Ko

According to our database1, Bong Jun Ko authored at least 57 papers between 2003 and 2024.

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Bibliography

2024
EdgeSphere: A Three-Tier Architecture for Cognitive Edge Computing.
CoRR, 2024

2023
Model Pruning Enables Efficient Federated Learning on Edge Devices.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

2021
SECRET: Semantically Enhanced Classification of Real-World Tasks.
IEEE Trans. Computers, 2021

Rim: Offloading Inference to the Edge.
Proceedings of the IoTDI '21: International Conference on Internet-of-Things Design and Implementation, 2021

2020
Data Selection for Federated Learning with Relevant and Irrelevant Data at Clients.
CoRR, 2020

Decentralized placement of data and analytics in wireless networks for energy-efficient execution.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Overcoming Noisy and Irrelevant Data in Federated Learning.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
A Framework for the Inference of Sensing Measurements Based on Correlation.
ACM Trans. Sens. Networks, 2019

Model Pruning Enables Efficient Federated Learning on Edge Devices.
CoRR, 2019

Pruning deep convolutional neural networks for efficient edge computing in condition assessment of infrastructures.
Comput. Aided Civ. Infrastructure Eng., 2019

On Data Summarization for Machine Learning in Multi-organization Federations.
Proceedings of the IEEE International Conference on Smart Computing, 2019

Acoustic anomaly detection system: demo abstract.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

IoT Data Management System for Rapid Development of Machine Learning Models.
Proceedings of the 2019 IEEE International Conference on Cognitive Computing, 2019

Exact Incremental and Decremental Learning for LS-SVM.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Nocturnal Cough and Snore Detection in Noisy Environments Using Smartphone-Microphones.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Shuffling and Mixing Data Augmentation for Environmental Sound Classification.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

2018
Live Service Migration in Mobile Edge Clouds.
IEEE Wirel. Commun., 2018

Locating Faults in MANET-Hosted Software Systems.
IEEE Trans. Dependable Secur. Comput., 2018

Harvesting Time-Series Data from Service-Based Systems Hosted in MANETs.
CoRR, 2018

Experimentation With Fuzzy Interest Forwarding in Named Data Networking.
CoRR, 2018

Time Series Segmentation through Automatic Feature Learning.
CoRR, 2018

Olympian: Scheduling GPU Usage in a Deep Neural Network Model Serving System.
Proceedings of the 19th International Middleware Conference, 2018

Demo abstract: Distributed machine learning at resource-limited edge nodes.
Proceedings of the IEEE INFOCOM 2018, 2018

Inferring Smartphone Users' Handwritten Patterns by using Motion Sensors.
Proceedings of the 4th International Conference on Information Systems Security and Privacy, 2018

2017
Physics-inspired models for agile code and data in federated edges.
Proceedings of the 2017 IEEE SmartWorld, 2017

Opportunities and challenges for named data networking to increase the agility of military coalitions.
Proceedings of the 2017 IEEE SmartWorld, 2017

CAir: Mobile-health intervention for COPD patients.
Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

Audio Analysis as a Control Knob for Social Sensing.
Proceedings of the 2nd International Workshop on Social Sensing, 2017

Fuzzy Interest Forwarding.
Proceedings of the Asian Internet Engineering Conference, 2017

2016
netCSI: A Generic Fault Diagnosis Algorithm for Large-Scale Failures in Computer Networks.
IEEE Trans. Dependable Secur. Comput., 2016

Acoustic Signal Processing for Anomaly Detection in Machine Room Environments: Demo Abstract.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Migrating running applications across mobile edge clouds: poster.
Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

2015
Adaptive Algorithms for Diagnosing Large-Scale Failures in Computer Networks.
IEEE Trans. Parallel Distributed Syst., 2015

On-Demand Discovery of Software Service Dependencies in MANETs.
IEEE Trans. Netw. Serv. Manag., 2015

Dynamic placement of composite software services in hybrid wireless networks.
Proceedings of the 34th IEEE Military Communications Conference, 2015

An Online Method for Minimizing Network Monitoring Overhead.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

Delay Tolerant Harvesting of Monitoring Data for MANET-Hosted Service-Based Systems.
Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

2013
Discovering service dependencies in mobile ad hoc networks.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Gateway selection in hybrid wireless networks through cooperative probing.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

2012
Power Efficient Decode-and-Forward Cooperative Relaying.
IEEE Wirel. Commun. Lett., 2012

Preface to KOCSEA Special Issue.
J. Comput. Sci. Eng., 2012

Fault Localization in MANET-Hosted Service-Based Systems.
Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

Dynamic spectrum allocation under cognitive cell network for M2M applications.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

An information-centric architecture for data center networks.
Proceedings of the ICN'12, 2012

2011
Distributed Overlay Construction to Support Policy-Based Access Control.
Proceedings of the POLICY 2011, 2011

2010
Transmit Power Estimation Using Spatially Diverse Measurements Under Wireless Fading.
IEEE/ACM Trans. Netw., 2010

Understanding the Quality of Monitoring for Network Management.
Comput. J., 2010

2009
A circulatory system approach for wireless sensor networks.
Ad Hoc Networks, 2009

2008
Cooperative Transmit-Power Estimation in MANETs.
Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008

Scalable Topology Discovery and Link State Detection Using Routing Events.
Proceedings of the 27th IEEE Symposium on Reliable Distributed Systems (SRDS 2008), 2008

Cooperative transmit-power estimation under wireless fading.
Proceedings of the 9th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2008

2007
Distributed Channel Assignment in Multi-Radio 802.11 Mesh Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

2005
Distributed self-stabilizing placement of replicated resources in emerging networks.
IEEE/ACM Trans. Netw., 2005

Adaptive server selection for large scale interactive online games.
Comput. Networks, 2005

2004
Distributed server replication in large scale networks.
Proceedings of the Network and Operating System Support for Digital Audio and Video, 2004

2003
Scalable Service Differentiation in a Shared Storage Cache.
Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS 2003), 2003


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