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Journal Articles
- 2023
[j16]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): 10374-10386 (2023)- 2021
- [j15]Ayten Ozge Akmandor, Jorge Ortiz, Irene Manotas, Bongjun Ko, Niraj K. Jha:
SECRET: Semantically Enhanced Classification of Real-World Tasks. IEEE Trans. Computers 70(3): 440-456 (2021) - 2019
- [j14]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): 774-789 (2019) - [j13]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): 4:1-4:28 (2019) - 2018
- [j12]Petr Novotný, Bong Jun Ko, Alexander L. Wolf:
Locating Faults in MANET-Hosted Software Systems. IEEE Trans. Dependable Secur. Comput. 15(3): 452-465 (2018) - [j11]Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis:
Live Service Migration in Mobile Edge Clouds. IEEE Wirel. Commun. 25(1): 140-147 (2018) - 2016
- [j10]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): 355-368 (2016) - 2015
- [j9]Petr Novotný, Bong Jun Ko, Alexander L. Wolf:
On-Demand Discovery of Software Service Dependencies in MANETs. IEEE Trans. Netw. Serv. Manag. 12(2): 278-292 (2015) - [j8]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): 646-656 (2015) - 2012
- [j7]Jungwoo Ryoo, Yoohwan Kim, Yoonsuck Choe, Bongjun Ko, Taek Jin Kwon:
Preface to KOCSEA Special Issue. J. Comput. Sci. Eng. 6(4): 279-279 (2012) - [j6]Zhengguo Sheng, Bong Jun Ko, Kin K. Leung:
Power Efficient Decode-and-Forward Cooperative Relaying. IEEE Wirel. Commun. Lett. 1(5): 444-447 (2012) - 2010
- [j5]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): 541-550 (2010) - [j4]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): 1171-1180 (2010) - 2009
- [j3]Vasileios Pappas, Dinesh C. Verma, Bong Jun Ko, Ananthram Swami:
A circulatory system approach for wireless sensor networks. Ad Hoc Networks 7(4): 706-724 (2009) - 2005
- [j2]Kang-Won Lee, Bong-Jun Ko, Seraphin B. Calo:
Adaptive server selection for large scale interactive online games. Comput. Networks 49(1): 84-102 (2005) - [j1]Bong-Jun Ko, Dan Rubenstein:
Distributed self-stabilizing placement of replicated resources in emerging networks. IEEE/ACM Trans. Netw. 13(3): 476-487 (2005)
Conference and Workshop Papers
- 2021
- [c39]Yitao Hu, Weiwu Pang, Xiaochen Liu, Rajrup Ghosh, Bongjun Ko, Wei-Han Lee, Ramesh Govindan:
Rim: Offloading Inference to the Edge. IoTDI 2021: 80-92 - 2020
- [c38]Tiffany Tuor, Shiqiang Wang, Bong Jun Ko, Changchang Liu, Kin K. Leung:
Overcoming Noisy and Irrelevant Data in Federated Learning. ICPR 2020: 5020-5027 - [c37]Prithwish Basu, Theodoros Salonidis, Brent Kraczek, Sayed M. Saghaian N. E., Ali Sydney, Bongjun Ko, Tom La Porta, Kevin S. Chan:
Decentralized placement of data and analytics in wireless networks for energy-efficient execution. INFOCOM 2020: 486-495 - 2019
- [c36]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: 109-113 - [c35]Tiffany Tuor, Shiqiang Wang, Kin K. Leung, Bong Jun Ko:
Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems. ICDCS 2019: 133-143 - [c34]Sudip Vhaduri, Theodore G. van Kessel, Bongjun Ko, David Wood, Shiqiang Wang, Thomas Brunschwiler:
Nocturnal Cough and Snore Detection in Noisy Environments Using Smartphone-Microphones. ICHI 2019: 1-7 - [c33]Wei-Han Lee, Bong Jun Ko, Shiqiang Wang, Changchang Liu, Kin K. Leung:
Exact Incremental and Decremental Learning for LS-SVM. ICIP 2019: 2334-2338 - [c32]Keith Grueneberg, Bongjun Ko, David Wood, Xiping Wang, Dean Steuer, Yeonsup Lim:
IoT Data Management System for Rapid Development of Machine Learning Models. ICCC 2019: 59-63 - [c31]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: 378-379 - [c30]Bong Jun Ko, Shiqiang Wang, Ting He, Dave Conway-Jones:
On Data Summarization for Machine Learning in Multi-organization Federations. SMARTCOMP 2019: 63-68 - 2018
- [c29]Wei-Han Lee, Jorge Ortiz, Bongjun Ko, Ruby B. Lee:
Inferring Smartphone Users' Handwritten Patterns by using Motion Sensors. ICISSP 2018: 139-148 - [c28]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: 1-2 - [c27]Yitao Hu, Swati Rallapalli, Bongjun Ko, Ramesh Govindan:
Olympian: Scheduling GPU Usage in a Deep Neural Network Model Serving System. Middleware 2018: 53-65 - 2017
- [c26]Kevin Chan, Bongjun Ko, Spyridon Mastorakis, Alexander Afanasyev, Lixia Zhang:
Fuzzy Interest Forwarding. AINTEC 2017: 31-37 - [c25]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: 75-80 - [c24]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: 1-3 - [c23]Christopher Gibson, Pablo Bermell-Garcia, Kevin Chan, Bongjun Ko, Alexander Afanasyev, Lixia Zhang:
Opportunities and challenges for named data networking to increase the agility of military coalitions. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - [c22]Bongjun Ko, Brent Kraczek, Theodoros Salonidis, Prithwish Basu, Kevin S. Chan, Thomas La Porta, Andreas Martens:
Physics-inspired models for agile code and data in federated edges. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - 2016
- [c21]Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis:
Migrating running applications across mobile edge clouds: poster. MobiCom 2016: 435-436 - [c20]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 2016: 213-214 - 2015
- [c19]Petr Novotný, Bong Jun Ko, Alexander L. Wolf:
Delay Tolerant Harvesting of Monitoring Data for MANET-Hosted Service-Based Systems. SCC 2015: 9-16 - [c18]Simone Silvestri, Rahul Urgaonkar, Murtaza Zafer, Bong Jun Ko:
An Online Method for Minimizing Network Monitoring Overhead. ICDCS 2015: 268-277 - [c17]Petr Novotný, Rahul Urgaonkar, Alexander L. Wolf, Bongjun Ko:
Dynamic placement of composite software services in hybrid wireless networks. MILCOM 2015: 1052-1057 - 2013
- [c16]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: 352-360 - [c15]Petr Novotný, Alexander L. Wolf, Bong Jun Ko:
Discovering service dependencies in mobile ad hoc networks. IM 2013: 527-533 - 2012
- [c14]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: 79-84 - [c13]Qing Wang, Ting He, Kwang-Cheng Chen, Junsong Wang, Bongjun Ko, Yonghua Lin, Kang-Won Lee:
Dynamic spectrum allocation under cognitive cell network for M2M applications. ACSCC 2012: 596-600 - [c12]Srikar Tati, Bong Jun Ko, Guohong Cao, Ananthram Swami, Thomas La Porta:
Adaptive algorithms for diagnosing large-scale failures in computer networks. DSN 2012: 1-12 - [c11]Petr Novotný, Alexander L. Wolf, Bong Jun Ko:
Fault Localization in MANET-Hosted Service-Based Systems. SRDS 2012: 243-248 - 2011
- [c10]Bong Jun Ko, Starsky H. Y. Wong, Kang-Won Lee, Chi-Kin Chau:
Distributed Overlay Construction to Support Policy-Based Access Control. POLICY 2011: 49-56 - [c9]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: 167-176 - 2008
- [c8]Murtaza Zafer, Bongjun Ko, Ivan Wang Hei Ho:
Cooperative transmit-power estimation under wireless fading. MobiHoc 2008: 381-390 - [c7]Mudhakar Srivatsa, Bong Jun Ko, Alina Beygelzimer, Venkateshwara Madduri:
Scalable Topology Discovery and Link State Detection Using Routing Events. SRDS 2008: 165-174 - [c6]Ivan Wang Hei Ho, Bong Jun Ko, Murtaza Zafer, Chatschik Bisdikian, Kin K. Leung:
Cooperative Transmit-Power Estimation in MANETs. WCNC 2008: 2241-2246 - 2007
- [c5]Bong-Jun Ko, Vishal Misra, Jitendra Padhye, Dan Rubenstein:
Distributed Channel Assignment in Multi-Radio 802.11 Mesh Networks. WCNC 2007: 3978-3983 - 2004
- [c4]Bong-Jun Ko, Dan Rubenstein:
Distributed server replication in large scale networks. NOSSDAV 2004: 127-132 - [c3]Kang-Won Lee, Bong-Jun Ko, Seraphin B. Calo:
Adaptive server selection for large scale interactive online games. NOSSDAV 2004: 152-157 - 2003
- [c2]Bong-Jun Ko, Kang-Won Lee, Khalil Amiri, Seraphin B. Calo:
Scalable Service Differentiation in a Shared Storage Cache. ICDCS 2003: 184-193 - [c1]Bong-Jun Ko, Dan Rubenstein:
Distributed, Self-Stabilizing Placement of Replicated Resources in Emerging Networks. ICNP 2003: 6-15
Informal and Other Publications
- 2024
- [i9]Christian Makaya, Keith Grueneberg, Bongjun Ko, David Wood, Nirmit Desai, Xiping Wang:
EdgeSphere: A Three-Tier Architecture for Cognitive Edge Computing. CoRR abs/2405.16685 (2024) - 2020
- [i8]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 abs/2001.08300 (2020) - 2019
- [i7]Tiffany Tuor, Shiqiang Wang, Kin K. Leung, Bong Jun Ko:
Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems. CoRR abs/1905.09219 (2019) - [i6]Ayten Ozge Akmandor, Jorge Ortiz, Irene Manotas, Bongjun Ko, Niraj K. Jha:
SECRET: Semantically Enhanced Classification of Real-world Tasks. CoRR abs/1905.12356 (2019) - [i5]Yuang Jiang, Shiqiang Wang, Bong Jun Ko, Wei-Han Lee, Leandros Tassiulas:
Model Pruning Enables Efficient Federated Learning on Edge Devices. CoRR abs/1909.12326 (2019) - 2018
- [i4]Wei-Han Lee, Jorge Ortiz, Bongjun Ko, Ruby B. Lee:
Time Series Segmentation through Automatic Feature Learning. CoRR abs/1801.05394 (2018) - [i3]Spyridon Mastorakis, Kevin Chan, Bongjun Ko, Alexander Afanasyev, Lixia Zhang:
Experimentation With Fuzzy Interest Forwarding in Named Data Networking. CoRR abs/1802.03072 (2018) - [i2]Petr Novotný, Bong Jun Ko, Alexander L. Wolf:
Harvesting Time-Series Data from Service-Based Systems Hosted in MANETs. CoRR abs/1809.08526 (2018) - 2017
- [i1]Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis:
Live Service Migration in Mobile Edge Clouds. CoRR abs/1706.04118 (2017)
Coauthor Index
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