By Dr Van Duc Le

Conference Papers

Zhou S; Van Le D; Tan R, 2025, 'Demo Abstract: Edge-Cloud Switched Image Segmentation for Autonomous Vehicles', in Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, ACM, pp. 724 - 725, presented at SenSys '25: 23rd ACM Conference on Embedded Networked Sensor Systems, http://dx.doi.org/10.1145/3715014.3724378

Zhou S; Van Le D; Tan R, 2024, 'ECSeg: Edge-Cloud Switched Image Segmentation for Autonomous Vehicles', in 2024 21st Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), IEEE, pp. 1 - 9, presented at 2024 21st Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 02 December 2024 - 04 December 2024, http://dx.doi.org/10.1109/secon64284.2024.10934820

Van Le D; Tan R, 2024, 'An Optimization Approach for Selection and Deployment of Energy-Efficient Servers in Green Data Centers', in The 15th ACM International Conference on Future and Sustainable Energy Systems, ACM, pp. 498 - 505, presented at e-Energy '24: The 15th ACM International Conference on Future and Sustainable Energy Systems, http://dx.doi.org/10.1145/3632775.3662829

Wang R; Van Le D; Tan R, 2024, 'Two Tropical Data Center Testbeds and Data Yields from 2018 to 2024', in The 15th ACM International Conference on Future and Sustainable Energy Systems, ACM, pp. 476 - 477, presented at e-Energy '24: The 15th ACM International Conference on Future and Sustainable Energy Systems, http://dx.doi.org/10.1145/3632775.3661973

Chen J; Van Le D; Tan R; Ho D, 2023, 'BubCam: A Vision System for Automated Quality Inspection at Manufacturing Lines', in Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems (with CPS-IoT Week 2023), ACM, pp. 12 - 21, presented at ICCPS '23: ACM/IEEE 14th International Conference on Cyber-Physical Systems (with CPS-IoT Week 2023), http://dx.doi.org/10.1145/3576841.3585926

Zhou S; Le DV; Qiping Yang J; Tan R; Ho D, 2021, 'EFCam: Configuration-Adaptive Fog-Assisted Wireless Cameras with Reinforcement Learning', in 2021 18th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), IEEE, pp. 1 - 9, presented at 2021 18th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 06 July 2021 - 09 July 2021, http://dx.doi.org/10.1109/secon52354.2021.9491609

Yang JQ; Zhou S; Van Le D; Ho D; Tan R, 2021, 'Improving Quality Control with Industrial AIoT at HP Factories: Experiences and Learned Lessons', in 2021 18th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), IEEE, pp. 1 - 9, presented at 2021 18th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 06 July 2021 - 09 July 2021, http://dx.doi.org/10.1109/secon52354.2021.9491592

Chen J; Van Le D; Tan R; Ho D, 2021, 'Split Convolutional Neural Networks for Distributed Inference on Concurrent IoT Sensors', in Proceedings of the International Conference on Parallel and Distributed Systems ICPADS, pp. 66 - 73, http://dx.doi.org/10.1109/ICPADS53394.2021.00014

Van Le D; Liu Y; Wang R; Tan R; Ngoh LH, 2020, 'Experiences and Learned Lessons from an Air Free-Cooled Tropical Data Center Testbed', in Buildsys 2020 Proceedings of the 7th ACM International Conference on Systems for Energy Efficient Buildings Cities and Transportation, pp. 160 - 169, http://dx.doi.org/10.1145/3408308.3427628

Wang R; Van Le D; Tan R; Wong YW; Wen Y, 2020, 'Real-Time Cooling Power Attribution for Co-Located Data Center Rooms with Distinct Temperatures', in Buildsys 2020 Proceedings of the 7th ACM International Conference on Systems for Energy Efficient Buildings Cities and Transportation, pp. 190 - 199, http://dx.doi.org/10.1145/3408308.3427607

Van Le D; Liu Y; Wang R; Tan R; Wong YW; Wen Y, 2019, 'Control of air free-cooled data centers in tropics via deep reinforcement learning', in Buildsys 2019 Proceedings of the 6th ACM International Conference on Systems for Energy Efficient Buildings Cities and Transportation, pp. 306 - 315, http://dx.doi.org/10.1145/3360322.3360845

Van Le D; Liu Y; Wang R; Tan R; Ngoh LH, 2018, 'A testbed and data yields for studying data center energy efficiency and reliability', in Data 2018 Proceedings of the 1st Workshop on Data Acquisition to Analysis Part of Sensys 2018, pp. 17 - 18, http://dx.doi.org/10.1145/3277868.3277877

Van Le D; Tham CK, 2018, 'A deep reinforcement learning based offloading scheme in ad-hoc mobile clouds', in INFOCOM 2018 IEEE Conference on Computer Communications Workshops, pp. 760 - 765, http://dx.doi.org/10.1109/INFCOMW.2018.8406881

Le DV; Tham CK, 2017, 'Machine learning (Ml)-based air quality monitoring using vehicular sensor networks', in Proceedings of the International Conference on Parallel and Distributed Systems ICPADS, pp. 65 - 72, http://dx.doi.org/10.1109/ICPADS.2017.00020

Van Le D; Tham CK; Zhu Y, 2017, 'Quality of Information (QoI)-aware cooperative sensing in vehicular sensor networks', in 2017 IEEE International Conference on Pervasive Computing and Communications Workshops Percom Workshops 2017, pp. 369 - 374, http://dx.doi.org/10.1109/PERCOMW.2017.7917590

Le DV; Tham CK, 2017, 'An Optimization-Based Approach to Offloading in Ad-Hoc Mobile Clouds', in Proceedings IEEE Global Communications Conference Globecom, pp. 1 - 6, http://dx.doi.org/10.1109/GLOCOM.2017.8254632

Van Le D; Oh H; Yoon S, 2016, 'A mobility prediction (MP)-based phenomenon monitoring in an unbounded area', in 2015 21st Asia Pacific Conference on Communications Apcc 2015, pp. 529 - 533, http://dx.doi.org/10.1109/APCC.2015.7412567

Van Le D; Oh H; Yoon S, 2014, 'A novel hierarchical cooperative data gathering architecture using multiple mobile elements', in International Conference on Ubiquitous and Future Networks Icufn, pp. 522 - 527, http://dx.doi.org/10.1109/ICUFN.2014.6876849

Le DV; Oh H; Yoon S, 2013, 'A Controllable Mobility (CM)-aided Routing protocol using Mobility Prediction in MANETs', in International Conference on ICT Convergence, pp. 427 - 428, http://dx.doi.org/10.1109/ICTC.2013.6675388

Van Le D; Oh H; Yoon S, 2012, 'Reinforcing wireless links using controllable mobility of robotic relays', in Apcc 2012 18th Asia Pacific Conference on Communications Green and Smart Communications for IT Innovation, pp. 23 - 28, http://dx.doi.org/10.1109/APCC.2012.6388094

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