Bong Jun Ko

According to our database, Bong Jun Ko authored at least 56 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Model Pruning Enables Efficient Federated Learning on Edge Devices.

Yuang Jiang, Shiqiang Wang, Víctor Valls, Bong Jun Ko, Wei-Han Lee, Kin K. Leung, Leandros Tassiulas

IEEE Trans. Neural Networks Learn. Syst., December, 2023

2021

SECRET: Semantically Enhanced Classification of Real-World Tasks.

Ayten Ozge Akmandor, Jorge Ortiz, Irene Manotas, Bongjun Ko, Niraj K. Jha

IEEE Trans. Computers, 2021

Rim: Offloading Inference to the Edge.

Yitao Hu, Weiwu Pang, Xiaochen Liu, Rajrup Ghosh, Bongjun Ko, Wei-Han Lee, Ramesh Govindan

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.

Tiffany Tuor, Shiqiang Wang, Bong Jun Ko, Changchang Liu, Kin K. Leung

CoRR, 2020

Decentralized placement of data and analytics in wireless networks for energy-efficient execution.

Prithwish Basu, Theodoros Salonidis, Brent Kraczek, Sayed M. Saghaian N. E., Ali Sydney, Bongjun Ko, Tom La Porta, Kevin S. Chan

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Overcoming Noisy and Irrelevant Data in Federated Learning.

Tiffany Tuor, Shiqiang Wang, Bong Jun Ko, Changchang Liu, Kin K. Leung

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

A Framework for the Inference of Sensing Measurements Based on Correlation.

Simone Silvestri, Rahul Urgaonkar, Murtaza Zafer, Bong Jun Ko

ACM Trans. Sens. Networks, 2019

Model Pruning Enables Efficient Federated Learning on Edge Devices.

Yuang Jiang, Shiqiang Wang, Bong Jun Ko, Wei-Han Lee, Leandros Tassiulas

CoRR, 2019

Pruning deep convolutional neural networks for efficient edge computing in condition assessment of infrastructures.

Rih-Teng Wu, Ankush Singla, Mohammad R. Jahanshahi, Elisa Bertino, Bong Jun Ko, Dinesh C. Verma

Comput. Aided Civ. Infrastructure Eng., 2019

On Data Summarization for Machine Learning in Multi-organization Federations.

Bong Jun Ko, Shiqiang Wang, Ting He, Dave Conway-Jones

Proceedings of the IEEE International Conference on Smart Computing, 2019

Acoustic anomaly detection system: demo abstract.

Jae-wook Ahn, Keith Grueneberg, Bong Jun Ko, Wei-Han Lee, Eduardo Morales, Shiqiang Wang, Xiping Wang, David Wood

Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

IoT Data Management System for Rapid Development of Machine Learning Models.

Keith Grueneberg, Bongjun Ko, David Wood, Xiping Wang, Dean Steuer, Yeonsup Lim

Proceedings of the 2019 IEEE International Conference on Cognitive Computing, 2019

Exact Incremental and Decremental Learning for LS-SVM.

Wei-Han Lee, Bong Jun Ko, Shiqiang Wang, Changchang Liu, Kin K. Leung

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Nocturnal Cough and Snore Detection in Noisy Environments Using Smartphone-Microphones.

Sudip Vhaduri, Theodore G. van Kessel, Bongjun Ko, David Wood, Shiqiang Wang, Thomas Brunschwiler

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems.

Tiffany Tuor, Shiqiang Wang, Kin K. Leung, Bong Jun Ko

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Shuffling and Mixing Data Augmentation for Environmental Sound Classification.

Tadanobu Inoue, Phongtharin Vinayavekhin, Shiqiang Wang, David Wood, Asim Munawar, Bong Jun Ko, Nancy Greco, Ryuki Tachibana

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.

Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis

IEEE Wirel. Commun., 2018

Locating Faults in MANET-Hosted Software Systems.

Petr Novotný, Bong Jun Ko, Alexander L. Wolf

IEEE Trans. Dependable Secur. Comput., 2018

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

Petr Novotný, Bong Jun Ko, Alexander L. Wolf

CoRR, 2018

Experimentation With Fuzzy Interest Forwarding in Named Data Networking.

Spyridon Mastorakis, Kevin Chan, Bongjun Ko, Alexander Afanasyev, Lixia Zhang

CoRR, 2018

Time Series Segmentation through Automatic Feature Learning.

Wei-Han Lee, Jorge Ortiz, Bongjun Ko, Ruby B. Lee

CoRR, 2018

Olympian: Scheduling GPU Usage in a Deep Neural Network Model Serving System.

Yitao Hu, Swati Rallapalli, Bongjun Ko, Ramesh Govindan

Proceedings of the 19th International Middleware Conference, 2018

Demo abstract: Distributed machine learning at resource-limited edge nodes.

Tiffany Tuor, Shiqiang Wang, Theodoros Salonidis, Bong Jun Ko, Kin K. Leung

Proceedings of the IEEE INFOCOM 2018, 2018

Inferring Smartphone Users' Handwritten Patterns by using Motion Sensors.

Wei-Han Lee, Jorge Ortiz, Bongjun Ko, Ruby B. Lee

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.

Bongjun Ko, Brent Kraczek, Theodoros Salonidis, Prithwish Basu, Kevin S. Chan, Thomas La Porta, Andreas Martens

Proceedings of the 2017 IEEE SmartWorld, 2017

Opportunities and challenges for named data networking to increase the agility of military coalitions.

Christopher Gibson, Pablo Bermell-Garcia, Kevin Chan, Bongjun Ko, Alexander Afanasyev, Lixia Zhang

Proceedings of the 2017 IEEE SmartWorld, 2017

CAir: Mobile-health intervention for COPD patients.

Thomas Brunschwiler, Rahel Straessle, Jonas R. M. Weiss, Bruno Michel, Theodore G. van Kessel, Bong Jun Ko, David Wood, Yves Nordmann, Ulrich Muehlner

Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

Audio Analysis as a Control Knob for Social Sensing.

Dinesh C. Verma, Bong Jun Ko, Shiqiang Wang, Xiping Wang, Graham A. Bent

Proceedings of the 2nd International Workshop on Social Sensing, 2017

Fuzzy Interest Forwarding.

Kevin Chan, Bongjun Ko, Spyridon Mastorakis, Alexander Afanasyev, Lixia Zhang

Proceedings of the Asian Internet Engineering Conference, 2017

2016

netCSI: A Generic Fault Diagnosis Algorithm for Large-Scale Failures in Computer Networks.

Srikar Tati, Scott Rager, Bong Jun Ko, Guohong Cao, Ananthram Swami, Thomas La Porta

IEEE Trans. Dependable Secur. Comput., 2016

Acoustic Signal Processing for Anomaly Detection in Machine Room Environments: Demo Abstract.

Bong Jun Ko, Jorge Ortiz, Theodoros Salonidis, Maroun Touma, Dinesh C. Verma, Shiqiang Wang, Xiping Wang, David Wood

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Migrating running applications across mobile edge clouds: poster.

Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis

Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

2015

Adaptive Algorithms for Diagnosing Large-Scale Failures in Computer Networks.

Srikar Tati, Bong Jun Ko, Guohong Cao, Ananthram Swami, Thomas F. La Porta

IEEE Trans. Parallel Distributed Syst., 2015

On-Demand Discovery of Software Service Dependencies in MANETs.

Petr Novotný, Bong Jun Ko, Alexander L. Wolf

IEEE Trans. Netw. Serv. Manag., 2015

Dynamic placement of composite software services in hybrid wireless networks.

Petr Novotný, Rahul Urgaonkar, Alexander L. Wolf, Bongjun Ko

Proceedings of the 34th IEEE Military Communications Conference, 2015

An Online Method for Minimizing Network Monitoring Overhead.

Simone Silvestri, Rahul Urgaonkar, Murtaza Zafer, Bong Jun Ko

Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

Delay Tolerant Harvesting of Monitoring Data for MANET-Hosted Service-Based Systems.

Petr Novotný, Bong Jun Ko, Alexander L. Wolf

Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

2013

Discovering service dependencies in mobile ad hoc networks.

Petr Novotný, Alexander L. Wolf, Bong Jun Ko

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Gateway selection in hybrid wireless networks through cooperative probing.

Bong Jun Ko, Sisi Liu, Murtaza Zafer, Ho Yin Starsky Wong, Kang-Won Lee

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

2012

Power Efficient Decode-and-Forward Cooperative Relaying.

Zhengguo Sheng, Bong Jun Ko, Kin K. Leung

IEEE Wirel. Commun. Lett., 2012

Preface to KOCSEA Special Issue.

Jungwoo Ryoo, Yoohwan Kim, Yoonsuck Choe, Bongjun Ko, Taek Jin Kwon

J. Comput. Sci. Eng., 2012

Fault Localization in MANET-Hosted Service-Based Systems.

Petr Novotný, Alexander L. Wolf, Bong Jun Ko

Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

Dynamic spectrum allocation under cognitive cell network for M2M applications.

Qing Wang, Ting He, Kwang-Cheng Chen, Junsong Wang, Bongjun Ko, Yonghua Lin, Kang-Won Lee

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

An information-centric architecture for data center networks.

Bong Jun Ko, Vasileios Pappas, Ramya Raghavendra, Yang Song, Raheleh B. Dilmaghani, Kang-Won Lee, Dinesh C. Verma

Proceedings of the ICN'12, 2012

2011

Distributed Overlay Construction to Support Policy-Based Access Control.

Bong Jun Ko, Starsky H. Y. Wong, Kang-Won Lee, Chi-Kin Chau

Proceedings of the POLICY 2011, 2011

2010

Transmit Power Estimation Using Spatially Diverse Measurements Under Wireless Fading.

Murtaza Zafer, Bong Jun Ko, Ivan Wang Hei Ho

IEEE/ACM Trans. Netw., 2010

Understanding the Quality of Monitoring for Network Management.

Dinesh C. Verma, Bong Jun Ko, Petros Zerfos, Kang-Won Lee, Ting He, Matthew Duggan, Kristian D. Stewart, Ananthram Swami, Nikoletta Sofra

Comput. J., 2010

2009

A circulatory system approach for wireless sensor networks.

Vasileios Pappas, Dinesh C. Verma, Bong Jun Ko, Ananthram Swami

Ad Hoc Networks, 2009

2008

Cooperative Transmit-Power Estimation in MANETs.

Ivan Wang Hei Ho, Bong Jun Ko, Murtaza Zafer, Chatschik Bisdikian, Kin K. Leung

Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008

Scalable Topology Discovery and Link State Detection Using Routing Events.

Mudhakar Srivatsa, Bong Jun Ko, Alina Beygelzimer, Venkateshwara Madduri

Proceedings of the 27th IEEE Symposium on Reliable Distributed Systems (SRDS 2008), 2008

Cooperative transmit-power estimation under wireless fading.

Murtaza Zafer, Bongjun Ko, Ivan Wang Hei Ho

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.

Bong-Jun Ko, Vishal Misra, Jitendra Padhye, Dan Rubenstein

Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

2005

Distributed self-stabilizing placement of replicated resources in emerging networks.

Bong-Jun Ko, Dan Rubenstein

IEEE/ACM Trans. Netw., 2005

Adaptive server selection for large scale interactive online games.

Kang-Won Lee, Bong-Jun Ko, Seraphin B. Calo

Comput. Networks, 2005

2004

Distributed server replication in large scale networks.

Bong-Jun Ko, Dan Rubenstein

Proceedings of the Network and Operating System Support for Digital Audio and Video, 2004

2003

Scalable Service Differentiation in a Shared Storage Cache.

Bong-Jun Ko, Kang-Won Lee, Khalil Amiri, Seraphin B. Calo

Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS 2003), 2003