高效能平行分散系統實驗室（High performance Parallel and Distributed System Lab — HPDS Lab）

A Step Ahead of Any Botnet Detection System

A Step Ahead of Any
Botnet Detection System

近十五年來

博班畢業學生已累積 25 位。

碩班畢業學生已累積 129 位。

發表論文數量已累積 213 篇。

專利技術已累積 14 項。

實驗室方向

根據資通安全管理法規定，行政院於108年6月提出了一份國家資通安全情勢報告，內容分析了107年政府機關以及國際間的資通安全威脅。針對全球資安情勢整理出六大項主要威脅，其中第二與第三項分別為DDoS（分散式阻斷服務）攻擊與IoT設備資安弱點威脅升高；而於政府機關的資安威脅統計中則明確指出107年Mirai（ミライ，未來）殭屍網路的攻擊次數高達一億多次，且目前仍持續散佈與感染中。由此可見針對殭屍網路的威脅處理已刻不容緩。

本實驗室針對真實網路流量統計資料進行處理，利用機器學習分析惡意軟體的行為模式找出潛伏期的受感染主機，以求在殭屍網路發動攻擊前先一步阻止其行動。為迎合真實網路中流量資料龐大的問題，本實驗室使用分散式運算處理架構作為構建系統的基礎。近年來也嘗試將深度學習演算法用於網路惡意流量分析的領域，得到不錯的成效。

Wi-Fi station illustrationReal-World Traffic
Earth illustrationBig Data Analysis
cartoon botnetBotnet Detection

殭屍網路偵測

殭屍網路偵測

BotCluster為本團隊近年來開發的P2P殭屍網路偵測（Botnet Detection）演算法，並於2018年發表於國際期刊Computer Network。BotCluster是基於非監督式機器學習演算法DBSCAN來進行群聚巨量（Big Data）網路資料（NetFlow），並偵測出被P2P殭屍網路感染的機器。本團隊也使用成功大學校園網路流量做驗證，偵測率可達97%。

近10年科技部計畫

近10年科技部計畫

  1. 2020—2021：透過資料清理提升P2P殭屍網路偵測之深度學習效能
  2. 2018—2020：含物聯網之多型態殭屍網路深度學習偵測系統之研發
  3. 2015—2016：雲端服務之整體資安防禦系統
  4. 2014—2017：一個基於Fed-MR的通用型協同式P2P殭屍網路偵測系統

實驗室資源

實驗室資源

本實驗室為進行大資料分析備有最多50個節點所組成的Hadoop叢集，進行平行運算處理巨量資料。每個節點的CPU為Intel Xeon E3-1230總共配有800GB的RAM和114TB的儲存空間。另外為了進行Deep Learning，實驗室備有1台RTX 2080 TI、2台RTX 2080 SUPER和一台GTX 1080的PC。實驗室也可提供經費租用國網中心提供的超級電腦台灣杉二號（TAIWANIA 2），協助訓練模型。

謝錫堃 教授

經歷

2013 - 2019財團法人國家實驗研究院國家高速網路與計算中心主任
2012 - 2013國立成功大學電機資訊學院副院長
2005 - 2011國立成功大學計算機與網路中心主任
2002 - 2005國立成功大學電機工程學系（所）主任
1998 - 現在國立成功大學電機工程學系（所）教授
1989 - 1990美國貝爾實驗室博士後研究員
1988 - 1998國立成功大學電機工程學系（所）副教授
1983 - 1988國立成功大學電機工程學系（所）講師
1979 - 1981國家中山科學研究院研究助理

學歷

1988國立成功大學電機工程博士
1983國立成功大學電機工程碩士
1977國立成功大學電機工程學士
professor's casual picture

實驗室成員

博士

114級：羅大郡。


碩士

113級：林以薰、林俊昇、林哲賢、林澤安、范紘維、閎碩星、劉子豪。

114級：林冠宏、許承瀚、黃俊凱、黃柏叡、鄭守維。

歷屆畢業生

博士

86級：麥樹翔。

88級：張晉源、梁廷宇。

89級：凃志堅、翁志昌、王俊堯。

92級：苗育本、莊宜璋。

93級：張志標。

95級：何日新、劉晏佐、柯志亨。

97級：黃祖基、施啟煌。

98級：林政翰。

99級：邱永昌、游允帥、蔡明峰。

100級：陳柏誠、梁浩銘。

102級：余佳育。

103級：郭俊儀。

104級：翁永聰、黃聖維。

109級：王俊又。


碩士

86級：林俊明、劉德成、林更天。

87級：周益成、劉伍華、楊國政、蔡育佳。

88級：廖政順、莊德源、林啟長。

89級：周智輝、楊沛庭、郭禮銘。

90級：廖繼鐘、林永俊、李俊祺、王振宇。

91級：陳冠霖、施啟煌、謝明錡、陳逸青。

92級：黃啟庭、邱基峰、廖鍾志、林博文。

93級：吳宗勳、邱永昌、郭哲宏、游允帥、王鐘漁、凃裕閔。

94級：王釋賢、吳俊毅、袁隆宇、賴文煌。

95級：范珮欣、吳健豪、蔡明峰、黃圳柏。

96級：賴柏仰、林群翔、呂佳旻、廖祥凱、郭俊儀、林家漢、陳惠珊。

97級：王東賢、林政誼、林益聖、邱柏程、郭俊男、陳韋宏、黃聖維、廖凰志。

98級：蔣致祥、王思諭、楊家豪、吳宗翰、丁柏均。

99級：羅本文、張倫遠、王昱淇、劉惟成、蘇晏良。

100級：陳緯澤、徐瑞興、黃韋滄、黃祥瑜。

101級：陳冠儒、張懷文、陳毅鴻、邱垂銘、呂學儒、謝聖鴻、邵鏡昇。

102級：林孟平、林俊良、黃冠傑、余家豪、林志勳、王柏清、陳思齊。

103級：吳偉誠、吳偉誠、孫苙達、廖哲慶、蕭秉文、林欣達。

104級：戴資力、詹鎧瑋、劉澤恩、邱建舜、曾學正、韋宇航。

105級：吳典陽、劉岱穎、徐晟旼、黃子恩、凌偉誠。

106級：林楙勛。

107級：黃睦林、陳品豪、張育恩、歐奇隴、卓峰民、滕韋呈。

108級：蘇志航、陳冠中、呂宗達、葉家宏。

109級：陳禹丞、陳威宇、羅大郡、程祺鈞。

110級：傅詩皓。

111級：吳佳恩、宋伯儒、林易叡、胡廷義、陶俊穎、羅紹瑄。

112級：吳宗諺、洪英祐、高百君、陳煒庭、楊善閎、鄭至崴、鄭信乙、羅大翔。

已發表的論文
（圖片來源）

期刊（On Journal）

  1. Wang, C. Y., Ou, C. L., Zhang, Y. E., Cho, F. M., Chen, P. H., & Shieh, C. K. (2018, November 9). BotCluster: A session-based P2P botnet clustering system on NetFlow. Computer Networks, 145, 175-189. https://doi.org/10.1016/j.comnet.2018.08.014
  2. Lin, C. H., Shieh, C. K., & Huang, W. T. (2018, July 1). Proportional bandwidth allocation with consideration of delay constraint over IEEE 802.11e-based wireless mesh networks. Wireless Networks, 24(5), 1575-1592. https://doi.org/10.1007/s11276-016-1386-9
  3. Shieh, C. K., Huang, S. W., Sun, L. D., & Chilamkurti, N. (2017, May 1). A topology-based scaling mechanism for Apache Storm. International Journal of Network Management, 27(3), e1933. https://doi.org/10.1002/nem.1933
  4. Kuo, C. I., Shieh, C. K., & Ke, C. H. (2017, January 10). Performance modeling of FEC-based unequal error protection for H.264/AVC video streaming over burst-loss channels. International Journal of Communication Systems, 30(1). https://doi.org/10.1002/dac.2826
  5. Huang, S. W., Yu, C. H., Shieh, C. K., & Tsai, M. F. (2017). A SPARQL query processing system using map-phase-multi join for big data in clouds. International Journal of Internet Protocol Technology, 10(3), 177-188. https://doi.org/10.1504/IJIPT.2017.087555
  6. Ke, C. H., Lin, C. H., Shieh, C. K., Hwang, W. S., & Ziviani, A. (2017). Evaluation of the Delivered MPEG Video Quality over Wireless Channels. J. Mobile Multimedia 3(1), 47-64. https://dblp.org/rec/journals/jmm/KeLSHZ07.html
  7. Huang, T. C., Shieh, C. K., Chilamkurti, N., & Rho, S. (2016, September 1). Architecture for speeding up program execution with cloud technology. Journal of Supercomputing, 72(9), 3601-3618. https://doi.org/10.1007/s11227-016-1715-x
  8. Weng, Y. T., Shih, C. H., & Shieh, C. K. (2015, December 9). Real-time video streaming using prediction-based forward error correction. Computer Networks, 92, 134-147. https://doi.org/10.1016/j.comnet.2015.09.020
  9. Tsai, M. F., Wang, P. C., Shieh, C. K., Hwang, W. S., Chilamkurti, N., & Lee, Y. S. (2015, June 1). Improving positioning accuracy for VANET in real city environments. Journal of Supercomputing, 71(6), 1975-1995. https://doi.org/10.1007/s11227-014-1215-9
  10. Tsai, M. F., Huang, S. W., Chiu, C. M., Sun, L. D., & Shieh, C. K. (2015, May). Cooperative Car Video Share and Search System. Applied Mechanics and Materials, vol. 764, 853-857. https://doi.org/10.4028/www.scientific.net/AMM.764-765.853
  11. Shih, C. H., Kuo, C. I., Shieh, C. K., & Chou, Y. K. (2014, December 1). Small-block interleaving for low-delay cross-packet forward error correction over burst-loss channels. International Journal of Communication Systems, 27(12), 3980-3995. https://doi.org/10.1002/dac.2593
  12. Kuo, C. I., Shih, C. H., Shieh, C. K., & Ke, C. H. (2014, July). Modeling and analysis of frame-level forward error correction for MPEG video over burst-loss channels. Applied Mathematics and Information Sciences, 8(4), 1845-1853. https://doi.org/10.12785/amis/080442
  13. Zao, J. K., Gan, T. T., You, C. K., Chung, C. E., Wang, Y. T., Méndez, S. J. R., Mullen, T., Yu, C., Kothe, C., Hsiao, C. T., Chu, S. L., Shieh, C. K., & Jung, T. P. (2014, June 3). Pervasive brain monitoring and data sharing based on multi-tier distributed computing and linked data technology. Frontiers in Human Neuroscience, 8(JUNE). https://doi.org/10.3389/fnhum.2014.00370
  14. Shieh, C. K., Yu, C. Y., & Chang, J. M. (2013, December 9). Efficiency-driven selection of bandwidth request mechanism in broadband wireless access networks. Computer Networks, 57(17), 3511-3521. https://doi.org/10.1016/j.comnet.2013.08.004
  15. Shieh, C. K., Yu, C. Y., & Ke, C. H. (2013, December 1). Performance-Driven Robust Video Multicast over broadband wireless access networks. Journal of High Speed Networks, 19(4), 281-295. https://doi.org/10.3233/JHS-130478
  16. Chang, J. B., Chen, P. C., Shieh, C. K., & Hsieh, S. H. (2013, April). An adaptive-grained consistency maintenance scheme for shared data on emergency and rescue applications. International Journal of Grid and High Performance Computing, 5(2), 54-71. https://doi.org/10.4018/jghpc.2013040104
  17. Lin, C. H., Shieh, C. K., & Hwang, W. S. (2013, January 1). An access point-based FEC mechanism for video transmission over wireless lans. IEEE Transactions on Multimedia, 15(1), 195-206. https://doi.org/10.1109/TMM.2012.2225028
  18. Lin, C. H., Wang, Y. C., Shieh, C. K., & Hwang, W. S. (2012, July 31). An unequal error protection mechanism for video streaming over IEEE 802.11e WLANs. Computer Networks, 56(11), 2590-2599. https://doi.org/10.1016/j.comnet.2012.04.004
  19. Tsai, M. F., Shieh, C. K., Huang, T. C., & Deng, D. J. (2011, December 1). Forward-looking forward error correction mechanism for video streaming over wireless networks. IEEE Systems Journal, 5(4), 460-473. https://doi.org/10.1109/JSYST.2011.2165595
  20. Lin, C. H., Chilamkurti, N. K., & Shieh, C. K. (2011, September 1). Performance modeling of MPEG-4 video streaming over IEEE 802.11 using distribution coordination function. Wireless Communications and Mobile Computing, 11(9), 1312-1322. https://doi.org/10.1002/wcm.938
  21. Tsai, M. F., Huang, T. C., Ke, C. H., Shieh, C. K., & Hwang, W. S. (2011, July 1). Adaptive hybrid error correction model for video streaming over wireless networks. Multimedia Systems, 17(4), 327-340. https://doi.org/10.1007/s00530-010-0213-x
  22. Tsai, M. F., Chilamkurti, N., Shieh, C. K., & Vinel, A. (2011, June). MAC-level Forward Error Correction mechanism for minimum error recovery overhead and retransmission. Mathematical and Computer Modelling, 53(11-12), 11-12. https://doi.org/10.1016/j.mcm.2010.05.019
  23. Yu, Y. S., Shieh, C. K., & Wang, S. Y. (2011, April). P2PVR: A playback offset aware multicast tree for on-demand video streaming with VCR functions. Journal of Systems Architecture, 57(4), 392-403. https://doi.org/10.1016/j.sysarc.2011.03.001
  24. Tsai, M. F., & Shieh, C. K. (2011, February). An adaptive packet and block length forward error correction for video streaming over wireless networks. Wireless Personal Communications, 56(3), 435-446. https://doi.org/10.1007/s11277-010-9981-z
  25. Liang, H. M., Shieh, C. K., Huang, T. C., & Ke, C. H. (2011, February). The density based access method: A novel approach to optimizing run-time throughput for IEEE 802.11 DCF access control. Mathematical and Computer Modelling, 53(3-4), 443-457. https://doi.org/10.1016/j.mcm.2010.03.029
  26. Chiu, Y. C., Shieh, C. K., Huang, T. C., & Chu, K. C. (2011, January). Data race avoidance and replay scheme for developing and debugging parallel programs on distributed shared memory systems. Parallel Computing, 37(1), 11-25. https://doi.org/10.1016/j.parco.2010.09.002
  27. Tsai, M. F., Huang, T. C., Shieh, C. K., & Chu, K. C. (2010, December 3). Dynamical combination of byte level and Sub-Packet level FEC in HARQ mechanism to reduce error recovery overhead on video streaming over wireless networks. Computer Networks, 54(17), 3049-3067. https://doi.org/10.1016/j.comnet.2010.06.003
  28. Chen, P. C., Chang, J. B., Su, Y. L., & Shieh, C. K. (2010, November 12). On-demand data co-allocation with user-level cache for grids. Concurrency and Computation: Practice and Experience, 22(18), 2488-2513. https://doi.org/10.1002/cpe.1587
  29. Huang, T. C., Shieh, C. K., & Chu, K. C. (2010, October 1). Client-side session splice approach, a novel approach to achieving seamless handoffs for multimedia applications in mobile computing. Wireless Networks, 16(7), 1885-1901. https://doi.org/10.1007/s11276-009-0233-7
  30. Tsai, M. F., & Shieh, C. K. (2010, September 17). A network adaptive forward error correction mechanism to overcome burst packet losses for video streaming over wireless networks. Journal of Internet Technology, 11(4), 473-482. https://www.airitilibrary.com/Publication/alDetailedMesh?docid=16079264-201007-201008210092-201008210092-473-481
  31. Wang, J. X., Chiu, Y. C., & Shieh, C. K. (2010, September 1). Parallel H.264/AVC rate-distortion optimization baseline profile encoder on distributed share memory system. International Journal of Innovative Computing, Information and Control, 6(9), 4065-4075. https://researchoutput.ncku.edu.tw/en/publications/parallel-h264avc-rate-distortion-optimization-baseline-profile-en
  32. Tsai, M. F., Chilamkurti, N., & Shieh, C. K. (2010, May). Multi-path transmission control scheme combining bandwidth aggregation and packet scheduling for real-time streaming in multi-path environment. IET Communications, 4(6), 937-945. https://doi.org/10.1049/iet-com.2009.0661
  33. Chen, P. C., Chang, J. B., Lin, Y. S., Shieh, C. K., & Zhuang, Y. C. (2010, May). Transparent on-demand co-allocation data access for grids. International Journal of Ad Hoc and Ubiquitous Computing, 5(4), 227-234. https://doi.org/10.1504/IJAHUC.2010.032997
  34. Chen, P. C., Chang, J. B., Shieh, C. K., & Zhuang, Y. C. (2010, April). A DSM-based fragmented data sharing framework for grids. Future Generation Computer Systems, 26(4), 668-677. https://doi.org/10.1016/j.future.2009.12.008
  35. Wang, J. X., Chiu, Y. C., & Shieh, C. K. (2010, March). On parallelizing H.264/AVC rate-distortion optimization baseline profile encoder. Journal of Information Science and Engineering, 26(2), 409-426. https://citeseerx.ist.psu.edu/doc_view/pid/4cc3c0194f6beb04586e1787cd9728ba56af8a50
  36. Tsai, M. F., Shieh, C. K., & Deng, D. J. (2010, March). Sub-packet forward error correction mechanism for video streaming over wireless networks. Multimedia Tools and Applications, 47(1), 49-69. https://doi.org/10.1007/s11042-009-0406-5
  37. Koumaras, H., Lin, C. H., Shieh, C. K., & Kourtis, A. (2010, February). A framework for end-to-end video quality prediction of MPEG video. Journal of Visual Communication and Image Representation, 21(2), 139-154. https://doi.org/10.1016/j.jvcir.2009.07.005
  38. Huang, T. C., Zeadally, S., & Shieh, C. K. (2010, February 1). A programmable network address translator: Design, implementation, and performance. ACM Transactions on Internet Technology, 10(1). https://doi.org/10.1145/1667067.1667070
  39. Lin, C. H., Shieh, C. K., Ke, C. H., & Zeadally, S. (2009, December 1). An adaptive cross-layer mapping algorithm for MPEG-4 video transmission over IEEE 802.11e WLAN. Telecommunication Systems, 42(3-4), 223-234. https://doi.org/10.1007/s11235-009-9182-9
  40. Liang, H. M., Zeadally, S., & Shieh, C. K. (2009, December 1). Optimizing channel access in wireless local area network environments with a new backoff approach. International Journal of Multimedia and Ubiquitous Engineering, 4(2), 35-48. https://citeseerx.ist.psu.edu/doc_view/pid/41487f8dbd66b5eacc848f0c4d09fbe794a58cd3
  41. Tsai, M. F., Shieh, C. K., & Deng, D. J. (2009, October 1). An adaptive multi-hop forward error correction protection scheme for video streaming over wireless mesh networks. International Journal of Communication Systems, 22(10), 1297-1318. https://doi.org/10.1002/dac.1032
  42. Huang, T. C., Shieh, C. K., & Miao, Y. B. (2009, September 8). Just-in-time cache for capsule-based active networks. Computer Journal, 52(6), 671-689. https://doi.org/10.1093/comjnl/bxp006
  43. Chen, P. C., Chang, J. B., & Shieh, C. K. (2009, June). A progressive multi-layer resource reconfiguration framework for time-shared grid systems. Future Generation Computer Systems, 25(6), 662-673. https://doi.org/10.1016/j.future.2009.01.002
  44. Huang, T. C., Zeadally, S., & Shieh, C. K. (2009, May). Design, implementation, and evaluation of a Programmable Bandwidth Aggregation System for home networks. Journal of Network and Computer Applications, 32(3), 741-759. https://doi.org/10.1016/j.jnca.2008.06.003
  45. Huang, T. C., Shieh, C. K., & Miao, Y. B. (2009, May 1). Dual-Mode Execution Environment for active network. Journal of Systems Architecture, 55(5-6), 317-331. https://doi.org/10.1016/j.sysarc.2009.03.003
  46. Huang, T. C., Shieh, C. K., & Miao, Y. B. (2009, February 1). Network Application Programming Interface over Session Initiation Protocol, a novel approach to the global roaming environment. Computer Standards and Interfaces, 31(2), 406-419. https://doi.org/10.1016/j.csi.2008.05.005
  47. Chen, W. P., Ho, J. H., & Shieh, C. K. (2009, February 1). Novel MAC protocol with idle detection for all-optical WDM ring networks. Journal of Optical Networking, 8(2), 112-129. https://doi.org/10.1364/JON.8.000112
  48. Huang, T. C., Shieh, C. K., & Miao, Y. B. (2009, January). Bottleneck Active Node Detouring for capsule-based active network. Journal of Network and Computer Applications, 32(1), 1-30. https://doi.org/10.1016/j.jnca.2008.04.005
  49. Ho, J. H., Chen, W. P., & Shieh, C. K. (2008, December 15). A study of the length effect of fiber delay line based on CSMA/CP optical packet switching. Information sciences, 178(24), 4656-4669. https://doi.org/10.1016/j.ins.2008.08.014
  50. Ho, J. H., Chen, W. P., & Shieh, C. K. (2008, November 1). Performance evaluation of CSMA/ID MAC protocol for IP over WDM ring networks. International Journal of Communication Systems, 21(11), 1155-1170. https://doi.org/10.1002/dac.944
  51. Lin, C. H., Shieh, C. K., Chilamkurti, N. K., & Hwang, W. S. (2008, September). A RED-FEC mechanism for video transmission over WLANs. IEEE Transactions on Broadcasting, 54(3), 517-524. https://doi.org/10.1109/TBC.2008.2001713
  52. Yu, C. Y., Ke, C. H., Chen, R. S., Shieh, C. K., & Chilamkurti, N. K. (2008, May). MyEvalvid_RTP: A evaluation framework for more realistic simulations of multimedia transmissions. . https://www.semanticscholar.org/paper/MyEvalvid_RTP%3A-a-Evaluation-Framework-for-More-of-Yu-Ke/dafe441f4c2b71968e4cec1ffb63deda80adf95a
  53. Shih, C. H., Shieh, C. K., & Hwang, W. S. (2008, March 17). A transparent loss recovery scheme using packet redirection for wireless video transmissions. Eurasip Journal on Advances in Signal Processing, 2008. https://doi.org/10.1155/2008/437128
  54. Ke, C. H., Shieh, C. K., & Ziviani, A. (2008, March 1). An evaluation framework for more realistic simulations of MPEG video transmission. Journal of Information Science and Engineering, 24(2), 425-440. https://citeseerx.ist.psu.edu/doc_view/pid/7eab633d5e88bcf60a707d7bb1372dc64d6f0da9
  55. Shih, C. H., Shieh, C. K., Hwang, W. S., & Ziviani, A. (2008, February). An integrated rate control scheme for TCP-friendly MPEG-4 video transmission. Signal Processing: Image Communication, 23(2), 101-115. https://doi.org/10.1016/j.image.2007.11.003
  56. Koumaras, H., Kourtis, A., Lin, C. H., & Shieh, C. K. (2008). End-to-end prediction model of video quality and decodable frame rate for MPEG broadcasting services. . https://www.semanticscholar.org/paper/End-to-End-Prediction-Model-of-Video-Quality-and-Koumaras-Kourtis/27ff677982b308a09156c91f7b6e3c43190ffeff
  57. Huang, T. C., Shieh, C. K., & Miao, Y. B. (2008, January 1). Tapster: Transparent proxy redirector for mobile computing. Journal of Information Science and Engineering, 24(1), 307-316. https://researchoutput.ncku.edu.tw/en/publications/tapster-transparent-proxy-redirector-for-mobile-computing
  58. Yu, C. Y., Ke, C. H., Chen, R. S., Shieh, C. K., Munir, B., & Chilamkurti, N (2007, December 6). MyEvalvid_RTP: A new simulation tool-set toward more realistic simulation. Future Generation Communication and Networking (FGCN 2007), 1, 90-93. https://doi.org/10.1109/FGCN.2007.167
  59. Liang, T. Y., Wu, C. Y., Shieh, C. K., & Chang, J. B. (2007, May). A grid-enabled software distributed shared memory system on a wide area network. Future Generation Computer Systems, 23(4), 547-557. https://doi.org/10.1016/j.future.2006.10.003
  60. Ho, J. H., & Shieh, C. K. (2007). A priority-aware CSMA/CP MAC protocol for the all-optical IP-over-WDM metropolitan area ring network. Journal of High Speed Networks, 16(2), 157-173. https://content.iospress.com/articles/journal-of-high-speed-networks/jhs314
  61. Ke, C. H., Lin, C. H., Shieh, C. K., Hwang, W. S., & Ziviani, A. (2007). Evaluation of streaming MPEG video over wireless channels. Journal of Mobile Multimedia, 3(1), 47-64. https://journals.riverpublishers.com/index.php/JMM/article/view/4923
  62. Ke, C. H., Shieh, C. K., Kwang, W. S., & Ziviani, A. (2007, January). Improving video transmission on the Internet. IEEE Potentials, 26(1), 16-19. https://doi.org/10.1109/MP.2007.343035
  63. Liu, Y. T., Liang, T. Y., & Shieh, C. K. (2007, January 1). Incorporating memory resource considerations into the workload distribution of software DSM systems. Journal of Information Science and Engineering, 23(1), 243-257. https://www.airitilibrary.com/Publication/alDetailedMesh?docid=10162364-200701-23-1-243-257-a
  64. Hwang, W. S., & Shieh, C. K. (2007, January 1). Modeling IP packets over WDM ring network with one tunable transmitter and multiple fixed receivers (TT-FRs). Journal of Information Science and Engineering, 23(1), 259-270. https://www.airitilibrary.com/Publication/alDetailedMesh?docid=10162364-200701-23-1-259-270-a
  65. Liu, Y. T., & Shieh, C. K. (2006, September). Adapting workload distribution on software DSM clusters. Software - Practice and Experience, 36(11-12), 1133-1155. https://doi.org/10.1002/spe.762
  66. Miao, Y. B., & Shieh, C. K. (2006, August). A transparent deployment method of RSVP-aware applications on UNIX. Computer Networks, 40(1), 45-56. https://doi.org/10.1016/S1389-1286(02)00264-5
  67. Chang, J. B., Shieh, C. K., & Liang, T. Y. (2006, August). A transparent distributed shared memory for clustered symmetric multiprocessors. Journal of Supercomputing, 37(2), 145-160. https://doi.org/10.1007/s11227-006-5483-x
  68. Liang, T. Y., Wang, S. H., Shieh, C. K., Chang, L. I., & Chang, L. I. (2006, July). Design and implementation of the OpenMP programming interface on linux-based SMP clusters. Journal of Information Science and Engineering, 22(4), 785-798. https://jise.iis.sinica.edu.tw/JISESearch/pages/View/PaperView.jsf?keyId=55_941
  69. Zhuang, Y. C., Chang, J. B., Liang, T. Y., Shieh, C. K., & Yang, L. T. (2006, July 1). Finding a suitable system scale to optimize program performance on software DSM systems. Cluster Computing, 9(3), 223-236. https://doi.org/10.1007/s10586-006-9738-3
  70. Zhuang, Y. C., Liang, T. Y., Shieh, C. K., & Yang, L. T. (2006, June). A group-based load balance scheme for software distributed shared memory systems. Journal of Supercomputing, 28(3), 295-309. https://doi.org/10.1023/B:SUPE.0000022101.41799.cc
  71. Ke, C. H., Shieh, C. K., Hwang, W. S., & Ziviani, A. (2005, April 1). A two markers system for improved MPEG video delivery in a DiffServ network. IEEE Communications Letters, 9(4), 381-383. https://doi.org/10.1109/LCOMM.2005.1413641
  72. Liang, T. Y., Shieh, C. K., & Li, J. Q. (2002, June). Selecting threads for workload migration in software distributed shared memory systems. Parallel Computing, 28(6), 893-913. https://doi.org/10.1016/S0167-8191(02)00071-6
  73. Ke, C. H., Lin, C. H., Shieh, C. K., Hwang, W. S., & Ziviana, A. (2002). Modeling High Performance Multi-Channel Slotted Ring Networks. Networks, pp. 561-571. https://doi.org/10.1142/9789812776730_0045
  74. Ueng, J. C., Shieh, C. K., & Chang, J. B. (2001, March 15). Proteus: An efficient runtime reconfigurable distributed shared memory system. Unknown Journal, 56(3), 247-260. https://doi.org/10.1016/S0164-1212(00)00101-1
  75. Liang, T. Y., Ueng, J. C., Shieh, C. K., & Lee, J. Q. (2000, November 5). Distinguishing sharing types to minimize communication in software distributed shared memory systems. Journal of Systems and Software, 55(1), 73-85. https://doi.org/10.1016/S0164-1212(00)00055-8
  76. Liang, T. Y., Shieh, C. K., & Liu, D. C. (2000, September 25). Scheduling loop applications in software distributed shared memory systems. IEICE Transactions on Information and Systems, E83-D(9), 1721-1730. https://search.ieice.org/bin/summary.php?id=e83-d_9_1721
  77. Wang, J. Y., Hwang, W. S., & Shieh, C. K. (2000, July 15). Performance evaluation of multiple-channel slotted ring networks with tunable transmitters and fixed receivers. Computer Communications, 23(13), 1281-1291. https://doi.org/10.1016/S0140-3664(00)00201-2
  78. Tu, C. C., Shieh, C. K., & Cheng, H. (2000, May 16). Algorithms for graph partitioning problems by means of eigenspace relaxations. European Journal of Operational Research, 123(1), 86-104. https://doi.org/10.1016/S0377-2217(99)00060-0
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研討會（On Conference）

  1. Lo, T. C., Tao, C. Y., & Shieh, C. K. (2022, November 7). Performance Comparison of Containerized HBase Clusters on Kubernetes. 2022 IEEE International Conference on Recent Advances in Systems Science and Engineering, RASSE 2022. https://doi.org/10.1109/RASSE54974.2022.9989814
  2. Wang, C. Y., Chen, Y. C., Fuh, S. H., Cho, F. M., Lo, T. C., Chang, J. B., & Shieh, C. K. (2019, December 2). A data compacting technique to reduce the NetFlow size in botnet detection with BotCluster. 6th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2019 (pp. 81-84). https://doi.org/10.1145/3365109.3368778
  3. Wang, C. Y., Yap, J. H., Chen, K. C., & Shieh, C. K. (2018, December 20). The Impact of the Observation Period for Detecting P2P Botnets on the Real Traffic Using BotCluster. 23rd International Computer Symposium, ICS 2018 (vol. 1013, pp. 82-92). https://doi.org/10.1007/978-981-13-9190-3_8
  4. Huang, T. C., Chu, K. C., Lin, J. H., & Shieh, C. K. (2018, November 1). Workload Alleviation Scheduling Framework to Alleviate Negative Performance Impact of Intermediate Data Skew in Small-Scale MapReduce Cloud. 2018 International Conference on System Science and Engineering, ICSSE 2018. https://doi.org/10.1109/ICSSE.2018.8520003
  5. Huang, T. C., Chu, K. C., Huang, G. H., & Shieh, C. K. (2018, July 6). Distributed control framework for mapreduce cloud on cloud computing. 2018 IEEE/IFIP Network Operations and Management Symposium, NOMS 2018 (pp. 1-4). https://doi.org/10.1109/NOMS.2018.8406180
  6. Huang, T. C., Chu, K. C., Huang, G. H., & Shieh, C. K. (2018, March 27). Computation capability deduction architecture for MapReduce on cloud computing. 18th International Conference on Parallel and Distributed Computing, Applications and Technologies, PDCAT 2017 (vol. 2017-December, pp. 368-375). https://doi.org/10.1109/PDCAT.2017.00067
  7. Huang, T. C., Chu, K. C., Huang, G. H., & Shieh, C. K. (2017, May 5). Smart partitioning mechanism for dealing with intermediate data skew in reduce task on cloud computing. 31st IEEE International Conference on Advanced Information Networking and Applications, AINA 2017 (pp. 819-826). https://doi.org/10.1109/AINA.2017.44
  8. Huang, T. C., Chu, K. C., & Shieh, C. K. (2017, February 16). Idempotent Task Cache System for Handling Intermediate Data Skew in MapReduce on Cloud Computing. 2016 International Computer Symposium, ICS 2016 (pp. 531-536). https://doi.org/10.1109/ICS.2016.0111
  9. Huang, T. C., Chu, K. C., Zeng, X. Y., & Shieh, C. K. (2016, August 16). CURT MapReduce: Caching and utilizing results of tasks for mapreduce on cloud computing. 2nd IEEE International Conference on Multimedia Big Data, BigMM 2016 (pp. 149-154). https://doi.org/10.1109/BigMM.2016.10
  10. Weng, Y. T., Shih, C. H., & Shieh, C. K. (2016, July 25). ICST: Low-delay forward error correction scheme with interleaved coding and sequential transmission. 3rd IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2016. https://doi.org/10.1109/ICCE-TW.2016.7520897
  11. Huang, T. C., Chu, K. C., Chen, J. R., & Shieh, C. K. (2016, July 12). Providing caches for reduce tasks in a MapReduce cloud. 2016 IEEE International Conference on Big Data Analysis, ICBDA 2016. https://doi.org/10.1109/ICBDA.2016.7509834
  12. Wang, C. Y., Huang, T. E., Huang, Y. T., Chang, J. B., & Shieh, C. K. (2015, December 19). An Inter-Framework Cache for Diverse DataIntensive Computing Environments. 2015 IEEE International Conference on Smart City (pp. 944-949). https://doi.org/10.1109/SmartCity.2015.192
  13. Huang, S. W., Shieh, C. K., Liao, C. C., Chiu, C. M., & Chen, L. W. (2015, November 19). A cloud-based efficient on-line analytical processing system with inverted data model. 11th EAI International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, QSHINE 2015 (pp. 341-345). https://doi.org/10.4108/eai.19-8-2015.2261409
  14. Huang, T. C., Chu, K. C., Shieh, C. K., & Tsai, M. F. (2015, October 7). Speed-based load balancer for scheduling reduce tasks to process intermediate data of MapReduce applications on cloud computing. ASE BigData and SocialInformatics, ASE BD and SI 2015. https://doi.org/10.1145/2818869.2818880
  15. Lin, C. H., Shieh, C. K., & Wang, J. J. (2015, August 7). R-SPOFTR: Relieving single point of failure in Tree Routing to prolong sensor system lifetime. 7th International Conference on Ubiquitous and Future Networks, ICUFN 2015 (vol. 2015-August, pp. 283-288). https://doi.org/10.1109/ICUFN.2015.7182551
  16. Huang, S. W., Yu, C. H., Shieh, C. K., & Tsai, M. F. (2015, June 11). Efficient and Scalable SPARQL Query Processing with Transformed Table. 2015 IEEE Wireless Communications and Networking Conference Workshops, WCNCW 2015 (pp. 103-106). https://doi.org/10.1109/WCNCW.2015.7122537
  17. Chiu, C. M., Huang, S. W., Huang, T. C., Shieh, C. K., & Chen, L. W. (2015, January 1). A task scheduling policy for heterogeneous MapReduce cluster. International Computer Symposium, ICS 2014 (vol. 274, pp. 420-429). https://doi.org/10.3233/978-1-61499-484-8-420
  18. Tseng, C. W., Chen, S. J., Yang, Y. T., Chou, L. D., Shieh, C. K., & Huang, S. W. (2014, December 23). IPv6 operations and deployment scenarios over SDN. 16th Asia-Pacific Network Operations and Management Symposium, APNOMS 2014. https://doi.org/10.1109/APNOMS.2014.6996530
  19. Hsiao, P. W., Kuo, C. I., Shieh, C. K., Hwang, W. S., & Chen, Y. S. (2014, October 22). An analysis modeling of frame-level forward error correction for H.264/AVC over burst-loss channels. 2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit. https://doi.org/10.1109/VITAE.2014.6934502
  20. Wang, C. Y., Tai, T. L., Huang, K. C., Liu, T. E., & Shieh, C. K. (2014, September 24). FedLoop: Looping on federated MapReduce. 13th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2014 (pp. 755-762). https://doi.org/10.1109/TrustCom.2014.99
  21. Wang, C. Y., Tai, T. L., Shu, J. S., Chang, J. B., & Shieh, C. K. (2014, June 24). Federated MapReduce to transparently run applications on multicluster environment. 3rd IEEE International Congress on Big Data, BigData Congress 2014 (pp. 296-303). https://doi.org/10.1109/BigData.Congress.2014.50
  22. Huang, T. C., Shieh, C. K., Huang, S. W., & Liang, T. Y. (2014, May 13). Automatic self-suspended task for a mapreduce system on cloud computing. Trends and Applications in Knowledge Discovery and Data Mining, PAKDD 2014, Lecture Notes in Computer Science (vol. 8643, pp. 257-268). https://doi.org/10.1007/978-3-319-13186-3_25
  23. Huang, T. C., Chu, K. C., & Shieh, C. K. (2014, January 1). MapReduce application profiler. Advanced Technologies, Embedded and Multimedia for Human-Centric Computing, HumanCom and EMC 2013 (vol. 260 LNEE, pp. 741-749). https://doi.org/10.1007/978-94-007-7262-5_84
  24. Huang, T. C., Chu, K. C., Shieh, C. K., & Huang, S. W. (2014, January 1). Scanning files for signatures with a MapReduce system on cloud computing. 2nd International Symposium on Computer, Consumer and Control, IS3C 2014 (pp. 248-251). https://doi.org/10.1109/IS3C.2014.73
  25. Huang, S. W., Shieh, C. K., Lyu, S. R., Huang, T. C., Chen, C. S., & Tsai, M. F. (2013, November 20). A simple cluster-scaling policy for MapReduce clouds. 2013 International Symposium on Wireless and Pervasive Computing, ISWPC 2013. https://doi.org/10.1109/ISWPC.2013.6707441
  26. Lin, C. H., Zhang, H. W., Shieh, C. K., & Hwang, W. S. (2013, May 13). Performance analysis of MPEG-4 video stream with FEC error recovery over IEEE 802.11 DCF WLANs. 2013 11th International Symposium and Workshops on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, WiOpt 2013 (pp. 634-640). https://ieeexplore.ieee.org/abstract/document/6576414/
  27. Kuo, C. I., Wang, P. C., Lin, C. H., Shieh, C. K. & Tsai, M. F. (2012, December 14). Implementation of radar map using gps in vehicular networks. Advances in Intelligent Systems and Applications -Volume 1 Proceedings of the International Computer Symposium ICS 2012, pp. 663-672. https://doi.org/10.1007/978-3-642-35452-6_67
  28. Yu, C. Y., Lin, C. H., & Shieh, C. K. (2012, December 1). Weight-based video multicast over broadband wireless access networks. 12th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2012 (pp. 162-168). https://doi.org/10.1109/I-SPAN.2012.30
  29. Chou, L. D., Yang, Y. T., Chen, Y. S., Chang, T. C., Shieh, C. K., & Huang, S. W. (2012, September 25). Implementation of virtual network management system with SLA on NetFPGA. 14th Asia-Pacific Network Operations and Management Symposium: "Management in the Big Data and IoT Era", APNOMS 2012. https://doi.org/10.1109/APNOMS.2012.6356094
  30. Chou, L. D., Yang, Y. T., Chang, W. P., Chen, Y. S., Chang, T. C., Shieh, C. K., & Huang, S. W. (2011, December 15). Hierarchical management system of virtual networks on NetFPGA. 13th Asia-Pacific Network Operations and Management Symposium: Managing Clouds, Smart Networks and Services, APNOMS 2011. https://doi.org/10.1109/APNOMS.2011.6076962
  31. Mutka, M., Shieh, C. K., & Liu, Y. (2011, December 7). Message from the general and program co-chairs. Proceedings - 2011 17th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2011 (p. 19). https://doi.org/10.1109/ICPADS.2011.81
  32. Wu, J. D., Hwang, W. S., & Shieh, C. K. (2011, December 1). Dynamic resource allocation of IEEE 802.16j networks with directional antenna. 2011 17th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2011 (pp. 528-533). https://doi.org/10.1109/ICPADS.2011.54
  33. Huang, S. W., Huang, T. C., Lyu, S. R., Shieh, C. K., & Chou, Y. S. (2011, December 1). Improving speculative execution performance with coworker for cloud computing. 2011 17th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2011 (pp. 1004-1009). https://doi.org/10.1109/ICPADS.2011.72
  34. Kuo, C. I., Shih, C. H., Shieh, C. K., & Hwang, W. S. (2011, December 1). Prediction-based loss recovery for frame-level streaming video. 2011 IEEE GLOBECOM Workshops, GC Wkshps 2011 (pp. 72-76). https://doi.org/10.1109/GLOCOMW.2011.6162550
  35. Chou, L. D., Yang, Y. T., Chang, W. P., Chang, T. C., Hong, Y. M., Shieh, C. K., & Huang, S. W. (2011, December 1). The implementation of multilayer virtual network management system on NetFPGA. 2011 17th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2011 (pp. 988-991). https://doi.org/10.1109/ICPADS.2011.135
  36. Weng, Y. T., Shieh, C. K., & Miao, Y. B. (2011, December 1). Using P2P networks to repair packet losses in Digital Video Broadcasting systems. 2011 17th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2011 (pp. 765-769). https://doi.org/10.1109/ICPADS.2011.146
  37. Lin, Y. C., Lin, C. H., Hwang, W. S., & Shieh, C. K. (2011, August 22). FPOC: A Channel Assignment Strategy Using Four Partially Overlapping Channels in WMNs. IEEE Asia Pacific Wireless Communication Symposium, APWCS, pp.22-23. http://wshnt.kuas.edu.tw/MyPapers/FPOC%20A%20Channel%20Assignment%20Strategy%20Using%20Four%20Partially%20Overlapping%20Channels%20in%20WMNs.pdf
  38. Chen, P. C., Su, Y. L., & Shieh, C. K. (2011, July 14). TSorter: A conflict-aware transaction processing system for clouds. 6th International Conference on Future Information Technology, FutureTech 2011 (vol. 184 CCIS, pp. 67-74). https://doi.org/10.1007/978-3-642-22333-4_8
  39. Tsai, M. F., Shih, C. H., Shieh, C. K., & Hwang, W. S. (2011, May 23). Multirate-aware Concurrent Multipath Transmission mechanism. 6th International Symposium on Wireless and Pervasive Computing, ISWPC 2011. https://doi.org/10.1109/ISWPC.2011.5751305
  40. Kuo, C. I., Shih, C. H., Shieh, C. K., & Hwang, W. S. (2010, December 28). A fast and efficient FEC enhancement scheme for delay-sensitive video transmissions. 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2010 (pp. 252-255). https://doi.org/10.1109/IIHMSP.2010.70
  41. Yu, N. S., & Shieh, C. K. (2010, December 16). Increasing service availability for resource constrained nodes in peer-to-peer communication systems. 2010 International Computer Symposium, ICS 2010 (pp. 789-792). https://doi.org/10.1109/COMPSYM.2010.5685407
  42. Chao, H. C., Shieh, C. K., & Huang, Y. M. (2010, December 16). Message from conference chairs. ICS 2010 - International Computer Symposium. https://doi.org/10.1109/COMPSYM.2010.5685357
  43. Fang, P. H., Wang, Y. L., Chen, Z. H., & Shieh, C. K. (2010, December 1). An open electronic system level multi-SPARC virtual platform and its toolchain. 2010 International Computer Symposium, ICS 2010 (pp. 478-482). https://doi.org/10.1109/COMPSYM.2010.5685464
  44. Chen, Z. H., Chen, T. C., Chien, J. Y., & Shieh, C. K. (2010, September 6). Exploiting parallelism of MPEG-4 decoder with dataflow programming on multicore processor. International Symposium on Parallel and Distributed Processing with Applications, ISPA 2010 (pp. 367-373). https://doi.org/10.1109/ISPA.2010.9
  45. Wang, Y. C., Lin, C. H., & Shieh, C. K. (2010, August 3). Cross-layer unequal error protection mechanism with an interleaved strategy for video streaming over wireless networks. IEEE Wireless Communications and Networking Conference 2010, WCNC 2010. https://doi.org/10.1109/WCNC.2010.5506499
  46. Tsai, M. F., & Shieh, C. K. (2010, July 26). Multipath transmission with forward error correction mechanism for delay-sensitive video communications. 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2010 (pp. 810-813). https://doi.org/10.1109/WAINA.2010.142
  47. Tsai, M. F., Chilamkurti, N., & Shieh, C. K. (2010, July 14). Concurrent multipath transmission with adaptive forward error correction mechanism for delay-sensitive video streaming in wireless home networks. 5th International Conference on Future Information Technology, FutureTech 2010. https://doi.org/10.1109/FUTURETECH.2010.5482739
  48. Chen, P. C., Su, Y. L., & Shieh, C. K. (2010, June 25). Variable-sized map and locality-aware reduce on public-resource grids. 5th International Conference on Advances in Grid and Pervasive Computing, GPC 2010 (vol. 6104 LNCS, pp. 234-243). https://doi.org/10.1007/978-3-642-13067-0_27
  49. Liang, H. M., Huang, W. C., Shieh, C. K., & Hwang, W. S. (2010, May 5). Dual-mode access scheme for solving asymmetric link phenomenon in IEEE WLAN. 2010 International Symposium on Computer, Communication, Control and Automation, 3CA 2010 (vol. 2, pp. 526-529). https://doi.org/10.1109/3CA.2010.5533697
  50. Yu, N. S., Shieh, C. K., & Miao, Y. B. (2009, December 15). A SIP-based P2P multicast streaming. 2009 IEEE 9th Malaysia International Conference on Communications with a Special Workshop on Digital TV Contents, MICC 2009 (pp. 524-529). https://doi.org/10.1109/MICC.2009.5431442
  51. Huang, S. W., Chiu, Y. C., Chen, Z. H., Shieh, C. K., & Liang, T. Y. (2009, December 3). A region-based allocation approach for page-based scratch-pad memory in embedded systems. 7th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, EUC 2009 (vol. 2, pp. 9-16). https://doi.org/10.1109/CSE.2009.350
  52. Tsai, M. F., Ke, C. H., & Shieh, C. K. (2009, December 1). Path dependent adaptive forward error correction with multipath interleaving control scheme for video streaming over wireless networks. IIH-MSP 2009 - 2009 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (pp. 1236-1239). https://doi.org/10.1109/IIH-MSP.2009.330
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專利

  1. 謝錫堃、張志標、王俊又、歐奇隴（2019年7月21日）。在NetFlow上以會話型式之P2P殭屍網路偵測方法（中華民國專利號I666568）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWI666568B
  2. 謝錫堃、張志標、王俊又、徐晟旼（2017年8月21日）。基於FedMR之殭屍網路聯偵方法（中華民國專利號I596498）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWI596498B
  3. 謝錫堃、張志標、徐瑞興（2015年9月11日）。聯合多運算叢集系統執行映射化簡程式的方法（中華民國專利號I499971）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWI499971B
  4. 苗育本、張永立、廖祥凱、謝錫堃（2014年6月11日）。網路位址轉換的系統與方法（中華民國專利號I441493）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWI441493B
  5. 苗育本、謝錫堃、黃祖基、魏全佑、羅本文、曾秉鈞（2013年11月11日）。同儕即時串流系統與方法（中華民國專利號I415427）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWI415427B
  6. 游允帥、王思諭、謝錫堃、苗育本（2013年9月1日）。同儕選擇與管理方法與系統，及其電腦程式產品（中華民國專利號I407812）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWI407812B
  7. 苗育本、陳韋宏、謝錫堃（2013年4月1日）。接合多媒體串流於通訊網路的裝置與方法（中華民國專利號I392309）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWI392309B
  8. 苗育本、游允帥、林群翔、謝錫堃（2013年1月1日）。串流資料之網路傳輸系統與方法（中華民國專利號I381716）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWI381716B
  9. 邱基峰、苗育本、呂佳旻、游允帥、黃祖基、謝錫堃（2011年11月1日）。傳遞串流服務之裝置與方法（中華民國專利號I351849）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWI351849B
  10. 郭俊儀、施啟煌、謝錫堃、黃文祥（2011年2月21日）。具有內部排列機制的前向糾錯系統（中華民國專利號M398730）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWM398730U
  11. 苗育本、余泰興、胡鈞祥、謝錫堃、黃祖基、賴柏仰（2010年6月11日）。支援持續連線的行動管理系統與方法（中華民國專利號I326173）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWI326173B
  12. Wang, J. Y., Hwang, W. S., Wang, W. F., Shieh, C. K. (2007, February 6). Multi-priority media access control method for multi-channel slotted ring networks(United States Patent No. 7,174,374). Washington, D.C.: U.S. Patent and Trademark Office. https://patents.google.com/patent/US7174374B2
  13. 謝錫堃、黃文祥、游允帥、何哲勳、邱基峰、張賢安（2007年1月11日）。網路傳輸系統及其方法（中華民國專利號I271060）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TWI271060B
  14. 謝錫堃、黃文祥、苗育本、柯志亨、邱基峰（2003年4月21日）。微軟視窗作業系統下具通透性之差異性服務封包標住方法（中華民國專利號528949）。臺北：中華民國經濟部智慧財產局。https://patents.google.com/patent/TW528949B

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台灣 國立成功大學電機工程學系 高效能平行分散系統實驗室（High performance Parallel and Distributed System Lab — HPDS Lab）
地址台南市東區大學路1號自強校區電機系館五樓92579室
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謝錫堃 教授
E-mailshieh@ee.ncku.edu.tw
地址台南市東區大學路1號自強校區電機系館五樓92505室
TEL(06)275-7575#62359
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成大電機 高效能平行分散系統實驗室（HPDS Lab）
  • 地址：成大 自強校區 電機系館五樓92579室
  • 電話：(06)275-7575 #62400 #1779（轉兩次分機）
謝錫堃 教授