Analysis and Information Extraction/Inference in Meteorological Data

Transcription

1 Hyunggon Park Contact Information Research Interests Multimedia Communications and Networking Laboratory Tel: Dept. of Electronics Engineering, Ewha Womans Univ. Fax: Ewhayeodae-gil, Seodaemun-gu, Seoul South Korea (Republic of Korea) Homepage: Game Theoretic Approaches for Distributed Resource Management Schemes in Multi-User Systems and Wireless/Wired/Peer-to-Peer (P2P) Networks Efficient and Robust Strategies for (Delay Sensitive) Data Delivery using Network Coding Multimedia Transmission and Resource Reciprocation in P2P Networks Fairness Paradigms for Resource Management using Game Theory (Bargaining Theory) Cross-Layer Optimized Wireless Multimedia Transmission using Resource and Information Exchange Analysis and Information Extraction/Inference in Meteorological Data Education Academic and Professional Experiences University of California, Los Angeles (UCLA), Los Angeles, USA Ph.D., Electrical Engineering, Dec Major: Communications, Minor: Optimization - Dissertation Title: Distributed and Dynamic Resource Management Strategies for Multimedia Networks using Cooperative Game Theoretic Approaches - Advisor: Professor Mihaela van der Schaar University of California, Los Angeles (UCLA), Los Angeles, USA M.S., Electrical Engineering, Mar Major: Communications Pohang University of Science and Technology (POSTECH), Pohang, Korea B.S., Electronic and Electrical Engineering, Feb Magna Cum Laude Ewha Womans University, Seoul, Korea Assistant Professor, Multimedia Communications and Networking Lab. (Mar ) Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland Senior Researcher, Signal Processing Lab. (LTS4) (Apr Feb. 2010) - Supervisor: Professor Pascal Frossard - Developed efficient and robust approaches for inverse problems related to (correlated) data transmission strategies based on network coding - Developed distributed algorithms for average consensus in sensor networks - Developed algorithms for consensus maximization in anomaly detection (in collaboration with IBM T. J. Watson Research Center) - Implemented foresighted strategies for delay sensitive media streaming over P2P networks UCLA, Los Angeles, USA Graduate Student Researcher, Multimedia Communications and Systems Lab. (Jan Mar. 2009) - Advisor: Professor Mihaela van der Schaar - Game theoretic approaches for distributed resource management strategies in multi-user systems and wireless/wired/p2p networks - Multimedia transmission and resource reciprocation in P2P networks - Fairness paradigms for resource management using game theory (bargaining theory) - Cross-layer optimized wireless multimedia transmission

2 IBM T. J. Watson Research Center, Hawthorne, New York, USA Research Intern, Exploratory Stream Processing Systems Group, (Jul Oct. 2008) - Mentor: Dr. Deepak S. Turaga, Manager: Dr. Olivier Verscheure - Proposed fully distributed and efficient approaches for time-varying and resource-constrained multimedia stream mining applications - Implemented algorithms using SPADE in IBM System S middleware - 1 journal paper, 4 conference papers, 1 invention disclosure Samsung Electronics, Suwon, Korea Undergraduate Intern Researcher, Samsung Electronics Advanced Technology Training Institute (Jul Aug. 2003) - Designed and simulated CDMA X System - Received honor prize for best achievement POSTECH, Pohang, Korea Undergraduate Research Assistant, Information Security Lab. (Mar Jul. 2003) - Organized seminars about information security and encryption (DRM strategy, watermarking/fingerprinting techniques) - Developed digital watermarking algorithm for 2-D JPEG compressed image University of Waterloo, Waterloo, Canada International Exchange Student (Sept Dec. 2002) - Electrical and Computer Engineering Republic of Korea Air Force, Wonju, Korea Military Service (Jan Jul. 2001) - Technical sergeant for radar maintenance Teaching Experiences Ewha Womans University, Seoul, Korea Error Correction Codes (Graduate, Spring 2013) Embedded System Design and Lab (Undergraduate, Spring 2013) Multimedia Mobile Communication Network (Graduate, Fall 2012) Communications Lab (Undergraduate, Fall 2012) Advanced Random Processes (Graduate, Spring 2012) Embedded System Design and Lab (Undergraduate, Spring 2012) Basic Engineering Design for Electronics Engineering (Undergraduate, Spring 2012) Optimization Theory (Graduate, Fall 2011) Communications Lab (Undergraduate, Fall 2011) Advanced Random Processes (Graduate, Spring 2011) Embedded System Design and Lab (Undergraduate, Spring 2011) Multimedia Mobile Communication Network (Graduate, Fall 2010) Communications Lab (Undergraduate, Fall 2010) Capstone Design (Undergraduate, Spring 2010) Communications Lab II (Undergraduate, Spring 2010) EPFL, Lausanne, Switzerland Teaching Assistant Network Economics and Game Theory (Summer 2009) UCLA, Los Angeles, USA Teaching Assistant EE 113: Digital Signal Processing (TA Evaluation: 8.4/9.0, Spring 2008) POSTECH, Pohang, Korea Undergraduate Teaching Assistant EE 341: Introduction to Communication Systems (Sept Dec. 2003) EE 235: Electronic Circuits I (Sept Dec. 2003)

3 Grants and Proposals Honors and Awards 1. Ministry of Knowledge Economy (ITRC - Information Technology Research Center): u-office Service Research Based on High-speed Wireless Networks, (co-pi). 2. Ministry of Knowledge Economy (ITRC - Information Technology Research Center): Core-Technology Development of Next-generation Digital TV Broadcasting System (Realistic/Mobile/Interactive), National Research Foundation of Korea (NRF) and Swiss State Secretariat for Education and Research (SER): On Duality between Approximate Decoding for Network Coding and Compressive Sensing, awarded (PI). 4. National Research Foundation of Korea (NRF): Robust Real-time Multimedia Transmission Strategies over Various Network Environment, awarded (PI). 5. Ewha Womans University: Game Theoretic Distributed Resource Management Strategies for Multimedia Stream Mining Systems, awarded (PI). Korean Institute of Communications and Information Sciences Young Women Researcher Award (Graduate Student Ms. Minhae Kwon awarded, 2013) Best Paper Award (Graduate Student Ms. Ji-Soo Choi awarded, 2013) IEEE International Conference on Acoustics, Speech, and Signal Processing 2009 The Student/Young Researcher Travel Grants (Supported by the IEEE Signal Processing Society and the U.S. Office of Naval Research) UCLA The Electrical Engineering Department Fellowship (2008) The Gregory Fellowship (2006) SPIE Visual Communications and Image Processing 2008 The Student Travel Grants (Sponsored by IBM T. J. Watson Research Center). International Packet Video Workshop 2007 The Student Travel Grants (Sponsored by Vidyo (Layered Media) and Microsoft Research). Korean Government Fellowship from Korea Science and Engineering Foundation (KOSEF) ( ) The Graduate Study Abroad Scholarship Department of Electronic and Electrical Engineering, POSTECH (Fall, 2003) Department Tutor Scholarship Samsung Electronics Co., Ltd. (Summer, 2003) Honor prize for best achievement at Samsung Electronics Advanced Technology Training Institute POSTECH International exchange student scholarship (2002) Honor prizes for excellence in six semesters ( ) General scholarships and 4 years tuition exemption in every semester ( ) Professional Services Technical Program Committee member of IEEE INFOCOM 2014, ICUFN 2014, WCSP 2013, IFAC TA2013, IEEE Globecom 2013, 2014, ICOIN 2013, 2014, IEEE VCIP 2013, IEEE SECON 2013, IEEE PIMRC 2012, 2013, IEEE 2012, 2013, 2014, IEEE WCNC 2011, 2013, 2014, IWCMC 2011, etc. Key Member of Interest Group (IG) on Media Streaming of the IEEE Multimedia Communication Technical Committee (MMTC),

4 Guest Editor of special issue on Advance in Video Streaming over P2P Networks, Elsevier Journal Signal Processing: Image Communication, Aug Guest Editor of special issue on Adaptive Cross-Layer Strategies for Fourth Generation Wireless Communications, EURASIP Journal on Wireless Communications and Networking, Mar Reviewer for IEEE Trans. Signal Processing, IEEE J. Select. Area Commun., IEEE Trans. Vehicular Technology, IEEE Trans. Circuits and Systems for Video Technology, IEEE Signal Processing Letters, IEEE Trans. Multimedia and other conferences. Publications Book Chapters 1. Hyunggon Park, Rafit Izhak Ratzin, and Mihaela van der Schaar, Peer-to-Peer Networks Protocols, Cooperation and Competition, Streaming Media Architectures, Techniques, and Applications: Recent Advances, IGI Global, Ed. Ce Zhu, Yuenan Li and Xiamu Niu, ISBN: , Journal Articles 1. Hyunggon Park, Nikolaos Thomos and Pascal Frossard, Approximate Decoding Approaches for Network Coded Correlated Data, Signal Processing (Elsevier), vol. 93, no. 1, pp , Rafit Izhak-Ratzin, Hyunggon Park and Mihaela van der Schaar, Online Learning in BitTorrent Systems, IEEE Transactions on Parallel and Distributed Systems, to appear. 3. Naeem Ramzan, Hyunggon Park and Ebroul Izquierdo, Video Streaming over P2P Networks: Challenges and Opportunities, Signal Processing: Image Communication (Elsevier), vol. 27, no. 5, pp , May Naeem Ramzan, Ebroul Izquierdo, Hyunggon Park, Aggelos K Katsaggelos and Johan Pouwelse, Editorial: Special Issue on Advances in 2D/3D Video Streaming Over P2P Networks, Signal Processing: Image Communication (Elsevier), vol. 27, no. 5, pp , May Hyunggon Park, Deepak S. Turaga, Olivier Verscheure and Mihaela van der Schaar, Foresighted Tree Configuration Games in Resource Constrained Distributed Stream Mining Sensors, Ad Hoc Networks (invited paper to Special Issue: Multimedia Ad Hoc and Sensor Network), vol. 9, no. 4, pp , Jun Suin Song, Minhae Kwon, and Hyunggon Park, Foresighted Resource Reciprocation Strategies for Heterogeneous Multimedia Users in Peer-to-Peer Networks, IEEE COMSOC Multimedia Communications Technical Committee (MMTC) E-Letter, vol. 6, no. 3, pp.58-60, Mar Mohammad Shikh-Bahaei, Hyunggon Park, Dilip Krishnaswamy, and Deepak Turaga, Editorial: Adaptive Cross-Layer Strategies for Fourth Generation Wireless Communications, EURASIP Journal on Wireless Communications and Networking, vol. 2010, Article ID , Deepak S. Turaga, Rong Yan, Olivier Verscheure, Brian Foo, Fangwen Fu, Hyunggon Park and Mihaela van der Schaar, Resource-Adaptive Multimedia Analysis on Distributed Stream Mining Systems, IEEE Multimedia Communications Technical Committee (MMTC) E-Letter, vol. 5, no. 2, pp.23-28, Mar Hyunggon Park and Mihaela van der Schaar, Evolution of Resource Reciprocation Strategies in P2P Multimedia Networks, IEEE Transactions on Signal Processing, vol. 58, no. 3, pp , Mar Hyunggon Park and Mihaela van der Schaar, Fairness Strategies for Wireless Resource Allocation among Autonomous Multimedia Users, IEEE Transactions on Circuits and Systems for Video Technology, vol. 20, no. 2, pp , Feb Hyunggon Park and Mihaela van der Schaar, Quality-based Resource Brokerage for Autonomous Networked Multimedia Applications, IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 12, pp , Dec Hyunggon Park and Mihaela van der Schaar, On the Impact of Bounded Rationality in Peer-to-Peer Networks, IEEE Signal Processing Letters, vol. 16, no. 8, pp , Aug Hyunggon Park and Mihaela van der Schaar, Coalition based Resource Negotiation for Mul-

5 timedia Applications in Informationally Decentralized Networks, IEEE Transactions on Multimedia, vol. 11, no. 4, pp , Jun Hyunggon Park and Mihaela van der Schaar, A Framework for Foresighted Resource Reciprocation in P2P Networks, IEEE Transactions on Multimedia, vol. 11, no. 1, pp , Jan Hyunggon Park and Mihaela van der Schaar, Coalition-based Resource Reciprocation Strategies for P2P Multimedia Broadcasting, IEEE Transactions on Broadcasting (Special Issue: Quality Issues in Multimedia Broadcasting), vol. 54, no. 3, pp , Sept Hyunggon Park and Mihaela van der Schaar, Bargaining Strategies for Networked Multimedia Resource Management, IEEE Transactions on Signal Processing, vol. 55, no. 7, pp , Jul Eunhye Choi, Jaeok Park and Hyunggon Park, Network Resource Management using Intervention Games], KICS Information and Communications Magazine (Special Issue: Network Economics), vol. 29, no. 7, pp , Jul [ Korean] 18. Minhae Kwon, Hyunggon Park and Yoonsik Choe, Transmission of Network Coded Loss- Tolerant and Delay-Sensitive Data using Approximate Decoding, KICS Information and Communications Magazine (Special Issue: Network Coding), vol. 29, no. 3, pp , Mar [ Korean] 19. Hyunggon Park, Multimedia Communications and Network Resource Management based on Bargaining Solutions from Cooperative Game Theory in Multi-user Environment, in KICS Information and Communications Magazine (Special Issue: Applications of Game Theory), vol. 26, no. 7, Jul [ Korean] Conference Papers 1. Minhae Kwon, Hyunggon Park and Pascal Frossard, Compressed Network Coding: Overcome All-Or-Nothing Problem in Finite Field, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2014), Apr Minhae Kwon and Hyunggon Park, Approximate Recovery of Network Coded Real-time Information, International Conference on Information Networking (ICOIN 2014), Feb Eunhye Choi, Suin Song, Hyejin Kim, Jiyeon Hong, Hyunggon Park and Mihaela van der Schaar, Utility-based Server Management Strategy in Cloud Networks, IEEE Global Commun. Conf. (IEEE Globecom 13) workshop on Cloud Computing Systems, Networks, and Applications (CCSNA), Dec. 2013, pp Shin Jae Kang and Hyunggon Park, Sensor Network based Optimal Flow Control in Buildings, IEEE Global Commun. Conf. (IEEE Globecom 13), Dec. 2013, pp Eunhye Choi and Hyunggon Park, Transformation based Low Complexity Algorithm for Nash Bargaining Solutions in Dynamic Networks, International Conference on Information Networking (ICOIN 2013), Jan Minhae Kwon, Hyunggon Park and Pascal Frossard, Improved Approximate Decoding based on Position Information Matrix, IEEE Symposium on Computers and Communications (ISCC 2012), July Eunji Kim, Hyunggon Park and Pascal Frossard, Low Complexity Iterative Multimedia Resource Allocation based on Game Theoretic Approach, IEEE International Symposium on Circuits and Systems (ISCAS 2012), May 2012, pp Minhae Kwon and Hyunggon Park, An Improved Approximate Decoding with Correlated Sources, SPIE Applications of Digital Image Processing XXXIV, Aug Rafit Izhak-Ratzin, Hyunggon Park and Mihaela van der Schaar, Reinforcement Learning in BitTorrent Systems, IEEE INFOCOM 2011 (Mini-conference), Apr. 2011, to appear. 10. Ester Gutierrez, Hyunggon Park and Pascal Frossard, An Improved Foresighted Resource Reciprocation Strategy for Multimedia Streaming Application, IEEE International Workshop on Multimedia Signal Processing (MMSP 10), to appear. 11. Hyunggon Park, Nikolaos Thomos and Pascal Frossard, Transmission of Correlated Information Sources with Network Coding, European Signal Processing Conference (EUSIPCO-2010), to appear.

6 12. Dorina Thanou, Hyunggon Park, Effrosyni Kokiopoulou and Pascal Frossard, Noise Robust Polynomial Filter Design for Distributed Average Consensus in Sensor Networks, European Signal Processing Conference (EUSIPCO-2010), to appear. 13. Nikolaos Thomos, Hyunggon Park, Eymen Kurdoglu and Pascal Frossard, NC Node Selection Game in Collaborative Streaming Systems, IEEE Int. Conf. on Acoustics, Speech, and Signal Process. (ICASSP 10), to appear. 14. Deepak S. Turaga, Hyunggon Park, Rong Yan, and Olivier Verscheure, Adaptive Multimedia Mining on Distributed Stream Processing Systems, IEEE International Conference on Data Mining 2009 (ICDM 2009) (Demo and Exhibition session), Dec Deepak S. Turaga, Rong Yan, Olivier Verscheure, Brian Foo, Fangwen Fu, Hyunggon Park, and Mihaela van der Schaar, Resource-adaptive Multimedia Analysis on Stream Mining Systems, in Proc. IEEE International Conference on Multimedia and Expo 2009 (ICME 2009) (invited paper), Jul. 2009, pp Sunghoon Ivan Lee, Hyunggon Park, and Mihaela van der Schaar, Foresighted Joint Resource Reciprocation and Scheduling Strategies for Real-time Video Streaming over Peer-to-Peer Networks, in Proc. International Packet Video Workshop 2009 (PV 2009), May Hyunggon Park and Mihaela van der Schaar, Evolution of Social P2P Networks based on the Dynamics of Heterogeneous Multimedia Peers, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 09) (invited paper to Special Session: Multimedia Social Networks), Apr. 2009, pp Hyunggon Park, Deepak S. Turaga, Olivier Verscheure, and Mihaela van der Schaar, Tree Configuration Games for Distributed Stream Mining Systems, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 09), Apr. 2009, pp Hyunggon Park, Deepak S. Turaga, Olivier Verscheure, and Mihaela van der Schaar, A Framework for Distributed Stream Mining Systems using Coalition-based Foresighted Strategies, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 09), Apr. 2009, pp Hyunggon Park and Mihaela van der Schaar, Foresighted Resource Reciprocation Strategies in P2P Networks, in Proc. IEEE Global Communications Conference (Globecom 08), Dec Hyunggon Park and Mihaela van der Schaar, Information-driven Resource Negotiation Strategies for Multimedia Applications, in Proc. IEEE International Conference on Image Processing (ICIP 08), Oct. 2008, pp Hyunggon Park and Mihaela van der Schaar, Coalition-based multimedia peer matching strategies for P2P networks, in Proc. SPIE Visual Communications and Image Processing 2008 (VCIP 2008), vol. 6822, Jan Hyunggon Park and Mihaela van der Schaar, Congestion Game Modeling for Brokerage based Multimedia Resource Management, in Proc. International Packet Video Workshop 2007 (PV 2007), Nov. 2007, pp Hyunggon Park and Mihaela van der Schaar, Fairness Strategies for Multi-user Multimedia Applications in Competitive Environments using the Kalai-Smorodinsky Bargaining Solution, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 07), vol. 2, Apr. 2007, pp Hyunggon Park and Mihaela van der Schaar, Multi-user Multimedia Resource Management using Nash Bargaining Solution, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 07), vol. 2, Apr. 2007, pp C. Chen, A. Ali, H. Wang, S. Asgari, H. Park, R. Hudson, K. Yao, C. Taylor, Design and Testing of Robust Acoustic Arrays for Localization and Enhancement of Several Bird Sources, in Proc. IEEE International Conference on Information Processing in Sensor Networks (IPSN 06), 2006, pp Patents 1. Hyunggon Park and Minhae Kwon, Method and Apparatus for Network Coding using Compressed Sensing Technique, Method and Apparatus for Network Coding, Korean Patent, filed on Sep. 25, 2013 (Application no )

7 2. Hyunggon Park, Eonji Jeon and Jisoo Choi, Method for Control Clean-up Robot using Cooperative Game Theory, Clean-up Robot, Korean Patent, filed on Sep. 10, 2013 (Application no ) 3. Hyunggon Park and Suin Song, Method for Cloud Network Resource Management, Cloud Server and Cloud Network System using the Same, Korean Patent, filed on Mar. 26, 2013 (Application no ) 4. Hyunggon Park and Minhae Kwon, Method for Predicting Decoding Performance of Approximate Decoding of Network Coded Source Data using Position Similarity Information, Korean Patent, filed on Jan. 11, 2013 (Application no ) 5. Hyunggon Park and Minhae Kwon, Apparatus and Method for Optimal Approximate Decoding of Network Coded Data using Source Data Statistics, Korean Patent, filed on Jan. 11, 2013 (Application no ) 6. Hyunggon Park and Eunhye Choi, Method and System for Allocating Resources using Transformation-based Low Complexity Algorithm for Nash Bargaining Solutions in Dynamic Networks, Korean Patent, filed on Dec. 12, 2012 (Application no ), ssued on Nov. 21, 2013 (Patent no ) 7. Hyunggon Park and Minhae Kwon, Position Information Matrix based Approximate Decoding Method for Network Coded Data, Korean Patent, filed on Jun. 29, 2012 (Application no ) 8. Hyunggon Park and Eunji Kim, System Resource Allocation Method using Iterative Bargaining Solutions, Korean Patent, filed on Mar. 16, 2012 (Application no ), issued on Oct. 11, 2013 (Patent no ) 9. Hyunggon Park and Minhae Kwon, Disaster Information Delivery System based on Approximate Decoding for Network Coded Data, Korean Patent, filed on Feb. 20, 2012 (Application no ), issued on May 8, 2013 (Patent no ) 10. Hyunggon Park and Minhae Kwon, Approximate Decoding Method for Network Coded Linearly Correlated Sources, Korean Patent, filed on Feb. 3, 2012 (Application no ), issued on Nov. 1, 2013 (Patent no ) 11. Hyunggon Park, Suin Song, Eun Seo Kim and Hyesook Lim, System and Method for Providing Coffee by Schedule of User, Korean Patent, filed on Jan. 28, 2011 (Application no ), issued on Jan. 5, 2012 (Patent no ) References Available upon request.