Bong Jun Ko

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 26

Top Topics

Anomaly Detection

Ad Hoc Networks

Computer Networks

Convolutional Neural Networks

Top Venues

IEEE Trans. Dependable Secur. Comput.

Publications

Yuang Jiang, Shiqiang Wang, Víctor Valls, Bong Jun Ko, Wei-Han Lee, Kin K. Leung, Leandros Tassiulas
Model Pruning Enables Efficient Federated Learning on Edge Devices. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Tiffany Tuor, Shiqiang Wang, Bong Jun Ko, Changchang Liu, Kin K. Leung
Data Selection for Federated Learning with Relevant and Irrelevant Data at Clients. CoRR (2020)
Tiffany Tuor, Shiqiang Wang, Bong Jun Ko, Changchang Liu, Kin K. Leung
Overcoming Noisy and Irrelevant Data in Federated Learning. ICPR (2020)
Tiffany Tuor, Shiqiang Wang, Kin K. Leung, Bong Jun Ko
Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems. ICDCS (2019)
Bong Jun Ko, Shiqiang Wang, Ting He, Dave Conway-Jones
On Data Summarization for Machine Learning in Multi-organization Federations. SMARTCOMP (2019)
Tadanobu Inoue, Phongtharin Vinayavekhin, Shiqiang Wang, David Wood, Asim Munawar, Bong Jun Ko, Nancy Greco, Ryuki Tachibana
Shuffling and Mixing Data Augmentation for Environmental Sound Classification. DCASE (2019)
Yuang Jiang, Shiqiang Wang, Bong Jun Ko, Wei-Han Lee, Leandros Tassiulas
Model Pruning Enables Efficient Federated Learning on Edge Devices. CoRR (2019)
Rih-Teng Wu, Ankush Singla, Mohammad R. Jahanshahi, Elisa Bertino, Bong Jun Ko, Dinesh C. Verma
Pruning deep convolutional neural networks for efficient edge computing in condition assessment of infrastructures. Comput. Aided Civ. Infrastructure Eng. 34 (9) (2019)
Jae-wook Ahn, Keith Grueneberg, Bong Jun Ko, Wei-Han Lee, Eduardo Morales, Shiqiang Wang, Xiping Wang, David Wood
Acoustic anomaly detection system: demo abstract. SenSys (2019)
Simone Silvestri, Rahul Urgaonkar, Murtaza Zafer, Bong Jun Ko
A Framework for the Inference of Sensing Measurements Based on Correlation. ACM Trans. Sens. Networks 15 (1) (2019)
Tiffany Tuor, Shiqiang Wang, Kin K. Leung, Bong Jun Ko
Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems. CoRR (2019)
Wei-Han Lee, Bong Jun Ko, Shiqiang Wang, Changchang Liu, Kin K. Leung
Exact Incremental and Decremental Learning for LS-SVM. ICIP (2019)
Petr Novotný, Bong Jun Ko, Alexander L. Wolf
Harvesting Time-Series Data from Service-Based Systems Hosted in MANETs. CoRR (2018)
Tiffany Tuor, Shiqiang Wang, Theodoros Salonidis, Bong Jun Ko, Kin K. Leung
Demo abstract: Distributed machine learning at resource-limited edge nodes. INFOCOM Workshops (2018)
Petr Novotný, Bong Jun Ko, Alexander L. Wolf
Locating Faults in MANET-Hosted Software Systems. IEEE Trans. Dependable Secur. Comput. 15 (3) (2018)
Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis
Live Service Migration in Mobile Edge Clouds. IEEE Wirel. Commun. 25 (1) (2018)
Thomas Brunschwiler, Rahel Straessle, Jonas R. M. Weiss, Bruno Michel, Theodore G. van Kessel, Bong Jun Ko, David Wood, Yves Nordmann, Ulrich Muehlner
CAir: Mobile-health intervention for COPD patients. Healthcom (2017)
Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis
Live Service Migration in Mobile Edge Clouds. CoRR (2017)
Dinesh C. Verma, Bong Jun Ko, Shiqiang Wang, Xiping Wang, Graham A. Bent
Audio Analysis as a Control Knob for Social Sensing. SocialSens@CPSWeek (2017)
Srikar Tati, Scott Rager, Bong Jun Ko, Guohong Cao, Ananthram Swami, Thomas La Porta
netCSI: A Generic Fault Diagnosis Algorithm for Large-Scale Failures in Computer Networks. IEEE Trans. Dependable Secur. Comput. 13 (3) (2016)
Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis
Migrating running applications across mobile edge clouds: poster. MobiCom (2016)
Bong Jun Ko, Jorge Ortiz, Theodoros Salonidis, Maroun Touma, Dinesh C. Verma, Shiqiang Wang, Xiping Wang, David Wood
Acoustic Signal Processing for Anomaly Detection in Machine Room Environments: Demo Abstract. BuildSys@SenSys (2016)
Simone Silvestri, Rahul Urgaonkar, Murtaza Zafer, Bong Jun Ko
An Online Method for Minimizing Network Monitoring Overhead. ICDCS (2015)
Petr Novotný, Bong Jun Ko, Alexander L. Wolf
Delay Tolerant Harvesting of Monitoring Data for MANET-Hosted Service-Based Systems. SCC (2015)
Srikar Tati, Bong Jun Ko, Guohong Cao, Ananthram Swami, Thomas F. La Porta
Adaptive Algorithms for Diagnosing Large-Scale Failures in Computer Networks. IEEE Trans. Parallel Distributed Syst. 26 (3) (2015)
Petr Novotný, Bong Jun Ko, Alexander L. Wolf
On-Demand Discovery of Software Service Dependencies in MANETs. IEEE Trans. Netw. Serv. Manag. 12 (2) (2015)
Petr Novotný, Alexander L. Wolf, Bong Jun Ko
Discovering service dependencies in mobile ad hoc networks. IM (2013)
Bong Jun Ko, Sisi Liu, Murtaza Zafer, Ho Yin Starsky Wong, Kang-Won Lee
Gateway selection in hybrid wireless networks through cooperative probing. IM (2013)
Srikar Tati, Bong Jun Ko, Guohong Cao, Ananthram Swami, Thomas La Porta
Adaptive algorithms for diagnosing large-scale failures in computer networks. DSN (2012)
Zhengguo Sheng, Bong Jun Ko, Kin K. Leung
Power Efficient Decode-and-Forward Cooperative Relaying. IEEE Wirel. Commun. Lett. 1 (5) (2012)
Petr Novotný, Alexander L. Wolf, Bong Jun Ko
Fault Localization in MANET-Hosted Service-Based Systems. SRDS (2012)
Bong Jun Ko, Vasileios Pappas, Ramya Raghavendra, Yang Song, Raheleh B. Dilmaghani, Kang-Won Lee, Dinesh C. Verma
An information-centric architecture for data center networks. ICN (2012)
Bong Jun Ko, Starsky H. Y. Wong, Kang-Won Lee, Chi-Kin Chau
Distributed Overlay Construction to Support Policy-Based Access Control. POLICY (2011)
Srikar Tati, Scott Rager, Bong Jun Ko, Guohong Cao, Ananthram Swami, Thomas La Porta
netCSI: A Generic Fault Diagnosis Algorithm for Large-Scale Failures in Computer Networks. SRDS (2011)
Dinesh C. Verma, Bong Jun Ko, Petros Zerfos, Kang-Won Lee, Ting He, Matthew Duggan, Kristian D. Stewart, Ananthram Swami, Nikoletta Sofra
Understanding the Quality of Monitoring for Network Management. Comput. J. 53 (5) (2010)
Murtaza Zafer, Bong Jun Ko, Ivan Wang Hei Ho
Transmit Power Estimation Using Spatially Diverse Measurements Under Wireless Fading. IEEE/ACM Trans. Netw. 18 (4) (2010)
Vasileios Pappas, Dinesh C. Verma, Bong Jun Ko, Ananthram Swami
A circulatory system approach for wireless sensor networks. Ad Hoc Networks 7 (4) (2009)
Mudhakar Srivatsa, Bong Jun Ko, Alina Beygelzimer, Venkateshwara Madduri
Scalable Topology Discovery and Link State Detection Using Routing Events. SRDS (2008)
Ivan Wang Hei Ho, Bong Jun Ko, Murtaza Zafer, Chatschik Bisdikian, Kin K. Leung
Cooperative Transmit-Power Estimation in MANETs. WCNC (2008)