WCN Lab

Advisor

IMG-8920

黃懷陞 博士
Dr. Huai-Sheng (Cage) Huang

國立臺北大學資訊管理研究所助理教授
Assistant Professor
Graduate Institute of Information Management
National Taipei University (NTPU)
New Taipei City, Taiwan

Education

Ph.D. in Computer Science
National Chiao Tung University, Taiwan
Thesis: “Dynamic Credit Reservation Schemes for Online Charging System”
Advisor: Prof. 曾煜棋 Yu-Chee Tseng, former Dean & Chair Professor
Co-Advisor: Prof. 梁家銘 Jia-Ming Liang (National University of Tainan)

Master in Information Management
Chang Gung University, Taiwan
Thesis: “A Power Saving Scheduling Algorithm for Multiple MSSs in Large-Scale IEEE 802.16e Environments”
Advisor: Prof. 陳昱仁 Yu-Jen Chen

Bachelor in Information Management
Fu Jen Catholic University, Taiwan

Working Experience

Research Areas

  • Telecommunication (5G, B5G, 6G)
    • Private Network
    • Power Saving
    • Quality of Experience
    • Converged Charging System (CCS), Online Charging System (OCS)
    • Smart Data Pricing (SDP)
  • Extended Reality (XR)
    • Virtual Reality (VR), Augmented Reality (AR) and Mixed Reality (MR)
  • Cloud Computing and Edge Computing
    • Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP)
    • NVIDIA Jetson, Raspberry Pi, framework and application design

Honors and Awards

Awards Won by Students Advised

  • 李光偉, “Power Saving Schemes for XR Devices in 5G Era”, Best Presentation Award, The International Conference on Virtual Reality Technology, 2024
  • 陳怡靜, “延展實境使用者手勢之互動好感度辨識模型”, Excellence in Dissertation Award of the 17th TSC Thesis Competition (第十七屆崇越論文大賞 – 優等), 2024
  • 陳怡靜, “延展實境使用者手勢之互動好感度辨識模型”, Honorable mention of the Fubon Life Management and Master Thesis Award (富邦人壽管理博碩士論文獎 – 佳作), 2024
  • 李光偉, “適用於延展實境設備之5G省電機制”, (高雄市地方文化特色整合5G應用與落地計畫2.0: 碩博士論文5G XR O-RAN實驗場驗證 – 獲選), 2023
  • 陳冠翔, “透過元學習實作網路數據分析功能之流量預測機制”, Honorable mention of the Fifteenth TSC Thesis award (第15屆崇越論文大賞 – 佳作), 2022
  • 馬仕騰, “Cloud Computing”, Medallion for Excellence, WorldSkills 2022 (國際技能競賽 – 雲端運算優勝), 2022
  • 馬仕騰, “Cloud Computing”, Third place, Samsung Skills (三星技能競賽 – 雲端運算銅牌), 2021
  • 馬仕騰 and 蘇彥碩, “Cloud Computing”, Third place, WorldSkills Asia (亞洲技能競賽 – 雲端運算銅牌), 2021
  • 池怡蓁、林尚蓉、黃郁芳、楊綵翔 and 謝雨絜, “基於無伺服器運算之即時個人化智慧展覽平台”, the 25th International ICT Innovative Services Awards (第25屆全國大專校院資訊應用服務創新競賽), 2020
    • Honorable mention (佳作) of 產學合作組
    • Finalist (入圍決賽) of AWS雲端科技趨勢應用組
  • 史榳羽、呂品馨、李耘、陳品歆 and 楊庭瑄, “塊陶啊：手腳並用實境體感逃生演練”, the 25th International ICT Innovative Services Awards (第25屆全國大專校院資訊應用服務創新競賽), 2020
    • Finalist (入圍決賽) of 產學合作組
    • Finalist (入圍決賽) of AR/VR創新應用組
  • 雲玩家：王冠文, 林承鴻, 林育賢 and 陳建甫, “虛擬實境應用於幼兒照護訓練”, Finalist (入圍決賽) in the Mobileheros (通訊大賽 – 5G領航創新應用競賽實作組), 2020
  • 王冠文, 林承鴻, 林育賢 and 陳建甫, “虛擬實境應用於幼兒照護訓練”, be shortlisted for Second Round (入圍複賽) in the XR Golden Awards (XR創星金點大賞), 2020
  • 黃品蓁, 林子惇, 林立崴, 林禹志 and 段畯茗, “基於雲端運算與邊緣運算之智慧跟走機器人：以智慧行李箱為例”, Second place of AWS雲端科技趨勢應用組 in the 24th International ICT Innovative Services Awards (第24屆全國大專校院資訊應用服務創新競賽), 2019
  • 王冠文, 林承鴻, 林育賢 and 陳建甫, “虛擬實境應用於幼兒照護訓練”, Finalist (入圍決賽) of 產學合作組 and AWS雲端科技趨勢應用組 in the 24th International ICT Innovative Services Awards (第24屆全國大專校院資訊應用服務創新競賽), 2019
  • 陳智聰, 張宇辰, 李明家, 廖瑋同 and 林育甄, “基於影像辨識之自走車應用系統”, First place of AWS雲端科技趨勢應用組 in the 23th International ICT Innovative Services Awards (第23屆全國大專校院資訊應用服務創新競賽), 2018 (demo video)
  • 陳智聰, 張宇辰, 李明家, 廖瑋同 and 林育甄, “基於影像辨識之自走車應用系統”, Honorable mention (佳作) of 資訊應用組 in the 23th International ICT Innovative Services Awards (第23屆全國大專校院資訊應用服務創新競賽), 2018
  • 徐郁齊, 張昕暉, 林暐論, 羅昱凱 and 許自寬, “虛擬實境應用於模擬門診”, Honorable mention (佳作) of 產學合作組 in the 23th International ICT Innovative Services Awards (第23屆全國大專校院資訊應用服務創新競賽), 2018 (demo video)
  • 連怡安, 鍾嘉欣, 黃湘婷, 蔡婷憶 and 劉羿君, “虛擬實境遊戲治療應用於自閉症孩童”,  First place of DIGI+Talent跨域數位人才創新應用組 in the 22th International ICT Innovative Services Awards (第22屆全國大專校院資訊應用服務創新競賽), 2017 (demo video)
  • 許甄珉, 魏禎伶, 林佳緯, 馬遠 and 謝逸萱, “吾藥可救”, Third place of 資訊技術應用組 in the 22th International ICT Innovative Services Awards (第22屆全國大專校院資訊應用服務創新競賽), 2017 (demo video)
  • 連怡安, 鍾嘉欣, 黃湘婷, 蔡婷憶 and 劉羿君, “虛擬實境遊戲治療應用於自閉症孩童”, Honorable mention (佳作) of 產學合作組 in the 22th International ICT Innovative Services Awards (第22屆全國大專校院資訊應用服務創新競賽), 2017
  • 許甄珉, 魏禎伶, 林佳緯, 馬遠 and 謝逸萱, “金針花乾燥製程優化平台”, Finalist (入圍決賽) of 產學合作組 in the 22th International ICT Innovative Services Awards (第22屆全國大專校院資訊應用服務創新競賽), 2017 (demo video)
  • 連怡安, 鍾嘉欣, 黃湘婷, 蔡婷憶 and 劉羿君, “生長環境參數分析之植株健康管理系統”, Finalist (入圍決賽) of 產學合作組 in the 22th International ICT Innovative Services Awards (第22屆全國大專校院資訊應用服務創新競賽), 2017 (demo video)
  • 連怡安, 鍾嘉欣, 黃湘婷, 蔡婷憶 and 劉羿君, “我與我的治療師”, Third place in the “Hello FJCU! VR competition”. (News from FJCU’s Creative Design Center), 2017
  • 許甄珉, “基於色澤分析演算法之金針花乾燥製程優化”, College Student Participation in Research Projects (大專學生參與專題研究計畫), Ministry of Science and Technology (科技部), 2017

Publications

International Journals

  1. H.-S. Huang, D.-Y. Hung, “Dynamic credit reservation for online charging of regular Internet of things traffic”, International Journal of Network Management (IJNM), 2020. (SCI)
  2. H.-S. Huang, S.-C. Hu, P.-H. Lee, Y.-C. Tseng, “An Adaptive Paris Metro Pricing Scheme for Mobile Data Networks”, International Journal of Network Management (IJNM), 2016. (SCI)
  3. H.-S. Huang, T.-C. Su, J.-M. Liang, Y.-C. Tseng and Y.-C. Wang, “A Dynamic Reservation Scheme based on Online Charging System with Family Shared Plan”, International Journal of Science and Engineering (IJSE), 2014.

International Conferences

  1. Y.-B. Chen, P.-L. Chou, Y.-T. Kao and H.-S. Huang, “An Experimental Field Trial of Private 5G Network Streaming in Campus”, IEEE International Conference on Applied System Innovation (IEEE ICASI), 2024. (EI)
  2. Y.-J. Chen and H.-S. Huang, “Gesture Recognition applied to Extended Reality: A Case Study of Online Meeting”, ACM International Conference on Virtual and Augmented Reality Simulations (ICVARS), 2024. (EI)
  3. Y.-C. Liu and H.-S. Huang, “Identifying Emotions for Virtual Reality Based on Eye Tracking and Cloud Computing”, IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS), 2023. (EI)
  4. H.-S. Huang and Y.-S. Su, “A Practical Study of QoE on Cloud Gaming in 5G Networks”, International Wireless Communications and Mobile Computing Conference (IWCMC), 2023. (EI)
  5. C.-H. Chen and H.-S. Huang, “C-NWDAF: Designing a Cloud-based Multi-Model Architecture for Network Data Analytics Function”, IEEE International Conference on Applied System Innovation (IEEE ICASI), 2023. (EI)
  6. K.-H. Chen and H.-S. Huang, “Meta-NWDAF: A Meta-Learning Based Network Data Analytic Function for Internet Traffic Prediction”, Asia-Pacific Network Operations and Management Symposium (APNOMS), 2022. (EI)
  7. W.-L. Lin, C,-H. Chen and H.-S. Huang, “Study on the Online Charging System in B5G Era”, Asia-Pacific Network Operations and Management Symposium (APNOMS), 2021. (EI)
  8. T.-T. Tran, Y.-C. Zhang, W.-T. Liao, Y.-J Lin, M.-C. Li, and H.-S. Huang, “An autonomous Mobile Robot System based on Serverless Computing and Edge Computing”, Asia-Pacific Network Operations and Management Symposium (APNOMS), 2020. (EI)
  9. H.-S. Huang, P.-H. Lee, Y.-C. Tseng, B.-T. Lin, and W.-H. Hu, “An Hourly Day-Ahead Paris Metro Pricing Scheme for Mobile Data Networks”, Asia-Pacific Network Operations and Management Symposium (APNOMS), 2015. (Best Paper Award) (EI)
  10. H.-S. Huang, T.-C. Su, J.-M. Liang and Y.-C. Tseng, “A Dynamic Reservation Scheme in Online Charging System for Family Shared Plan”, IEEE Wireless Communications and Networking Conference (WCNC), 2015. (EI)
  11. H.-S. Huang, T.-C. Su, J.-C. Wu, W.-D. Tsai, Y.-C. Tseng, F.-C. J. Lin, B.-T. Lin, and W.-H. Hu, “A Comparison of 4G Telecommunications Tariff Plans in Asia Countries”, Asia-Pacific Network Operations and Management Symposium (APNOMS), 2014. (EI)
  12. H.-S. Huang, J.-M. Liang, J.-J Chen, Y.-C. Tseng, “Sleep scheduling in IEEE 802.16 j relay networks”, IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC), 2013. (EI)
  13. H.-S. Huang, Y.-J. Chen, S.-L. Wu, J.-J. Chen, “A power saving scheduling algorithm for multiple MSSs in large-scale IEEE 802.16e environments”, International Wireless Communications and Mobile Computing Conference (IWCMC), 2010. (EI)

Domestic Conferences

  1. 陳彥博, 周寶琳, 高語澤 and 黃懷陞, 「5G 專網應用於校園場域串流實證」, 第二十八屆行動計算研討會, 2024.
  2. 李光偉 and 黃懷陞, 「5G 省電排程應用於延展實境設備之研究」, 第二十八屆行動計算研討會, 2024.
  3. 黃懷陞 and 蘇彥碩, 「5G網路應用於雲端遊戲之QoE實務探討」, 第二十七屆行動計算研討會, 2023.
  4. 陳冠翔、楊承恩 and 黃懷陞, 「以長短期記憶模型實作網路數據分析功能應用於B5G計費研究」, 第二十五屆行動計算研討會, 2021.
  5. 林暐論、陳建軒 and 黃懷陞, 「透過free5GC 實作即時計費系統之研究」, 第十九屆離島資訊技術與應用研討會, 2021.
  6. 何洛瑄 and 黃懷陞, 「腦電圖之輕量化分類演算法：以癲癇為例」, 第二十五屆國際資訊管理暨實務研討會, 2019.
  7. 劉羿君 and 黃懷陞, 「運用眼球追蹤識別使用者即時情緒以增加雙向虛擬化身之認同感」, 第二十五屆國際資訊管理暨實務研討會, 2019.
  8. 林家瑜, 何洛瑄 and 黃懷陞, “結合區塊鏈智能合約的輕量化特徵識別技術”, 臺灣網際網路研討會(TANET 2018), 2018. (Best Paper Award)
  9. 馬遠, 許甄珉, 黃湘婷, 鍾嘉欣, 蔡婷憶, 黃懷陞, 粘金重 and 徐國昌, “植株健康資訊管理及金針花色澤分析應用於智慧雲端農業”, 農機與生機學術研討會, 2018.

Patent

  1. 黃懷陞, 蘇子仲, 梁家銘, 曾煜棋, 林柏廷 and 胡萬勳, “應用於即時付費系統之動態餘額預留方法”, 中華民國專利No. I533253 (issued 2016/05/11,  owned by CHT)

Leadership

Leading Project

  1. SkillsRanger: Action Research on a GenAI-Co-Created Cloud-Based Practical Testing Platform Integrated with PBL (師生基於GenAI 共創之雲端實作測驗平台結合PBL 問題導向學習之行動研究), MoE Teaching Practice Research Program, 2025.8 (教育部教學實踐研究計畫) – 2026.7
  2. Private 5G deployment project in NTPU (5G校園專網建置計畫), ABC-ATEC Taiwan Electronics (千如電機工業股份有限公司), 2022.9 – 2025.8 (3-year project) (News in Chinese)
  3. Development of Interpersonal Interaction Recognition System in AVIoT (人工智慧視覺物聯網應用開發平台),  National Science and Technology Council (國科會), 2023.2 – 2024.7 (1.5-year project)
  4. QoE Study of 5G Intelligent Entertainment (5G 智慧娛樂服務品質驗證研究), Institute for Information Industry (財團法人資訊工業策進會), 2022,9 – 2022.12
  5. Cloud-based Online Charging System for B5G/6G (結合雲端運算並適用於B5G/6G之即時計費系統), Ministry of Science and Technology (科技部), 2020.8 – 2023.7 (3-year project)
  6. Survey of Hierarchical Key Management for Smart Contract (智能合約多階層私鑰加密簽章技術研究驗證), Institute for Information Industry (財團法人資訊工業策進會), 2019.1 – 2019.10
  7. Research of Light-weight Recognition Model for Smart Contract (結合智能合約的輕量化特徵識別技術), Institute for Information Industry (財團法人資訊工業策進會), 2018.1 – 2018.11
  8. Dynamic Reservation Scheme for Online Charging in IoT Environment (運用在物聯網環境下之即時計費動態預留機制), Ministry of Science and Technology (科技部), 2017.8 – 2018.7
  9. Intelligent Cloud System on Environment and Color Analyses for Agricultural Product (智慧雲端農業環境參數與農產品色澤分析技術研究開發), Industrial Technology Research Institute (工業技術研究院), 2017.2 – 2018.1
  10. Online Survey System for Comprehensive Geriatric Assessment (老年周全性評估線上問卷系統),  Taipei Veterans General Hospital (台北榮民總醫院), 2016.9 – 2017.12

Participated Projects

  1. 模組B1：節能網路基本原理, 行動通訊主題式跨層次系統整合教學聯盟計畫, 教育部, 2023.8 – 2025.3
  2. Fintech Green Finance for Carbon Market Index, Corporate Finance, and Environmental Policies (金融科技綠色金融於碳市場指標與公司環境策略), 學術拔尖暨推動特色領域計畫, 國立臺北大學, 2023.1 – 2024.12
  3. 推動三鶯地區永續低碳經濟生活圈, 大學特色類萌芽型計畫, 國立臺北大學, 2023.1 – 2024.12
  4. STEPS 數位轉型方法論, Institute for Information Industry (財團法人資訊工業策進會), 2022.4 – 2022.10
  5. 雲世代產業數位轉型 數位平台服務推動計畫, Institute for Information Industry (財團法人資訊工業策進會), 2021.7 – 2021.12
  6. The Intensive Training Project for the WorldSkills Competition
    (國際技能競賽加強訓練計畫), Ministry of Labor (勞動部), 2019.6 – present
  7. Virtual Reality in Depression: Treatment and Gender Difference (虛擬實境在憂鬱症的應用:治療與性別差異), Cardinal Tien Hospital (耕莘醫院), 2018.6- 2019.8 (News in Chinese)

Participated Projects (National Chiao Tung University, Taiwan)

  1. A Survey on Industrial Development and Standardization of IoT, Industrial Technology Research Institute (工業技術研究院), 2015.2- 2015.12
  2. Smart Data Pricing, 科技部產學大聯盟合作計畫 (with Chunghwa Telecom), 2014.7 – 2015.8
  3. Research & Design of interface and interoperation between Policy and Online Charging system, Chunghwa Telecom and NCTU Research Project, 2013.9 – 2014.9

Academic Activity

  1. Reviewer, International Computer Symposium (ICS), 2024.
  2. Poster Co-Chair, Network Operations and Management Symposium (NOMS), 2024.
  3. Publication Chair, 行動計算研討會 暨 無線、隨意及感測網路研討會 (MC & WASN), 2024.
  4. Session Chair, IEEE International Conference on Applied System Innovation (IEEE ICASI), 2024.
  5. Reviewer, IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS), 2023.
  6. Reviewer, IEEE International Conference on Communications (ICC), 2023.
  7. Reviewer, Service Oriented Computing and Applications, 2023.
  8. Poster Co-Chair, Asia-Pacific Network Operations and Management Symposium (APNOMS), 2023.
  9. Session Chair, IEEE International Conference on Applied System Innovation (IEEE ICASI), 2023.
  10. Reviewer, The Journal of Supercomputing, 2022.
  11. TPC Member, The 2nd IEEE/IFIP International Workshop on Internet of Things Management (manage-IoT), 2022.
  12. Reviewer, Asia-Pacific Network Operations and Management Symposium (APNOMS), 2022.
  13. Reviewer, Electronic Commerce Research and Applications (ECRA), 2021.
  14. Reviewer, Journal of Information Science and Engineering (JISE), 2021.
  15. Reviewer, 電子商務研究, 2021.
  16. TPC Member, Asia-Pacific Network Operations and Management Symposium (APNOMS), 2021.
  17. TPC Member, “Emerging Blockchain Technology Applications in Privacy Preservation”, workshop of IEEE International Performance Computing and Communications Conference (IPCCC), 2020.
  18. Reviewer, Asia-Pacific Network Operations and Management Symposium (APNOMS), 2020.
  19. Reviewer, IEEE Transactions on Network and Service Management (TNSM), 2020.
  20. TPC Member, “Decentralized Orchestration and Management of Distributed Heterogeneous Things (dominos)”, workshop of Network Operations and Management Symposium (NOMS), 2018 – 2019
  21. Reviewer, Journal of Information Science and Engineering (JISE), 2017.
  22. Reviewer, International Journal of Network Management (IJNM), 2016.
  23. Reviewer, The 2nd IEEE Int’l Conference on Computer and Communication Technology (ICCCT), 2011, Allahabad, India.

Speech

  1. Speaker, 國立臺北商業大學資訊與決策科學研究所, “AWS學習資源 與雲端運算國內外競賽”, 2024.6
  2. Speaker, The 6th forum on Social Big Data in Digital Ecosystems, “A Practical Study of Cloud Gaming and the Current Status of Taiwan National Skills Competition”, 2024.3
  3. Speaker, 國立中央大學資訊工程學系, “雲端運算國內外競賽趨勢分析 以國際技能競賽以及全國技能競賽為例”, 2023.10
  4. Speaker, 國立中央大學資訊工程學系, “雲端運算國內外競賽趨勢分析 以國際技能競賽以及全國技能競賽為例”, 2022.11
  5. Lecture, 嶺東科技大學, “運用AWS雲端服務於人工智慧教學與案例分析工作坊”, 2022.11
  6. Lecture, 臺北市立松山高級工農職業學校, “雲端運算研習營”, 2022.4
  7. Speaker, 經濟部工業局, “5G 創新應用開發共識座談會”, 2022.3
  8. Lecture, 元智大學資訊工程學系, “AWS雲端資料分析”, 2021.11
  9. Host, 實踐大學, “雲端計算融入課程教學研討會”, 2021.11
  10. Speaker, 輔仁大學企業管理學系, “雲端服務發展與實踐經驗”, 2021.11
  11. Speaker, 長庚大學資訊管理學系, “雲端實踐經驗與全球競賽趨勢”, 2021.10
  12. Speaker, 國立臺北大學教師發展社群, “AWS Academy 教學經驗分享”, 2021.10
  13. Lecture, 臺北市立松山高級工農職業學校, “雲端運算應用於物聯網裝置”, 2021.10
  14. Lecture, 嶺東科技大學, “全國技能競賽雲端運算研習營”, 2021.10
  15. Speaker, 國立雲林科技大學, “AWS Academy教學經驗分享”, 2021.10
  16. Host, 國立臺北大學, “第46屆國際技能競賽雲端運算國手培訓暨AWS Jam全國交流賽”, 2021.9
  17. Speaker, 國立臺北大學雲創學院, “AWS Academy 教學經驗分享”, 2021.9
  18. Speaker, AWS Educate 高中生雲端推廣線上講座, “AWS Educate 雲端領域大學展望”, 2021.9
  19. Speaker, 元智大學資訊工程學系, ”從教室上雲端之實踐經驗談以及全球競賽趨勢分析”, 2020.11
  20. Speaker, 實踐大學, ”FJCU Cloud Innovation School powered by AWS”, 2020.11
  21. Lecture, 世新大學資訊管理學系, ” AWS Academy Cloud Foundations 研習營”, 2020.10
  22. Speaker, 國立中央大學資訊管理學系, ”FJCU Cloud Innovation School powered by AWS”, 2020.07
  23. Speaker, 文化大學資訊管理學系, ”FJCU Cloud Innovation School powered by AWS”, 2020.06
  24. Speaker, 逢甲大學跨領域設計學院, ”國際技能競賽新職類雲端計算的比賽準備方向及相關培訓經驗”, 2020.06
  25. Lecture, 逢甲大學跨領域設計學院, ”AWS Academy Cloud Foundations 研習營”, 2020.03
  26. Lecture, 海青工商, ”AWS Academy Cloud Foundations 研習營”, 2019.12
  27. Lecture, 元智大學資訊工程學系, ”AWS Academy Cloud Foundations 研習營”, 2019.12
  28. Speaker, 國立雲林科技大學, “AWS Academy教學經驗分享”, 2019.11
  29. Speaker, 中國-福州大學, “從教室上雲端之實踐經驗談：以「輔仁大學雲創學院 powered by AWS」為例”, 2019.11
  30. Speaker, 中國-西安亞馬遜AWS聯合創新中心, “如何使用AWS Academy資源教學；世界技能大賽雲計算比賽經驗分享”, 2019.10
  31. Speaker, 輔仁大學AWS雲創學院成立暨AWS研習營, “從教室上雲端之實踐經驗談”, 2019.10
  32. Speaker, 元智大學資訊工程學系, “從教室上雲端之實踐經驗談”, 2019.09
  33. Speaker, 交通部觀光局, “透過雲端服務簡化虛擬實境開發流程：以觀光旅遊為例”, 2019.07
  34. Speaker, 輔仁大學織品服裝學系, “通訊資訊技術-大數據穿戴及服裝”, 2019.04
  35. Speaker, 逢甲大學跨領域設計學院, ”從教室上雲端之實踐經驗談”, 2018.11
  36. Speaker, 元智大學資訊工程學系, “Keynote of AWS re: Invent 2017 in Las Vegas”, 2018.01
  37. Speaker, 輔仁大學織品服裝學系, “通訊資訊技術-大數據穿戴及服裝”, 2017.11
  38. Speaker, 中國-蘇州大學, “Dynamic Credit Reservation Schemes for Online Charging System”, 2016.11 (News)

Certifications and Licenses

  1. AWS Certified Solutions Architect – Associate
  2. Cisco Certified Network Associate (CCNA)
  3. Microsoft Certified Technology Specialist (MCTS) – Windows Server 2008
    Applications Infrastructure Configuring
  4. Microsoft Certified Technology Specialist (MCTS) – Managing and Maintaining a Microsoft Windows Server 2003 Environment
  5. Microsoft Certified Professional (MCP)
  6. Linux Professional Institute Certification (LPIC) 結業證書
  7. Microsoft Certified Application Specialist(MCAS) – Word 2007
  8. Microsoft Office Specialist (MOS) – Word 2003 Expert
  9. Techficiency Quotient Certification (TQC) – 電子商務概論
  10. Techficiency Quotient Certification (TQC) – DreamWeaver
  11. 丙級電腦軟體設計技術士
  12. ASP 電子商務程式設計結業證書
  13. 日本語能力試驗(JLPT) – N4
  14. OpenStack 雲端平台建置課程修課證明