Edge Computing and IoT Based Research for Building Safe Smart Cities Resistant to Disasters

Proceedings - International Conference on Distributed Computing Systems

Volumn , Issue , 2017, Pages 1729-1737

  Higashino, Teruo ^a   Yamaguchi, Hirozumi ^a   Hiromori, Akihito ^a   Uchiyama, Akira ^a   Yasumoto, Keiichi ^b  

^a OSAKA UNIVERSITY   (Japan)

^b NARA INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

Author keywords

Crowd mobility prediction; Disaster relief; Edge computing; IoT

Indexed keywords

DISASTER PREVENTION; DISASTERS; INTERNET OF THINGS; SMART CITY; URBAN PLANNING;

AUTONOMOUS DRIVING; CELLULAR BASE STATIONS; DISASTER INFORMATION; DISASTER MITIGATION; DISASTER RELIEF; EDGE COMPUTING; INTELLIGENT SERVICES; MOBILITY PREDICTIONS;

DISTRIBUTED COMPUTER SYSTEMS;

EID: 85027263903     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDCS.2017.160     Document Type: Conference Paper

References (53)

1. NSF, "Smart and Connect Communities" Project, https://www. nsf. gov/pubs/2016/nsf16610/nsf16610. htm
2. Array of Things, https://arrayofthings. github. io.
3. T. Toledo and T. Kolechkina, "Estimation of Dynamic Origin-Destination Matrices using Linear Assignment Matrix Approximations, " IEEE Trans. on Intelligent Transportation Systems, vol. 14, no. 2, pp. 618-626, 2013.
4. C. de Fabritiis, R. Ragona and G. Valenti, "Traffic Estimation and Prediction based on Real Time Floating Car Data, " Proc. of 11th Int. IEEE Conf. on Intelligent Transportation Systems (ITSC 2008), pp. 197-203, 2008.
5. R. Ganti, M. Srivatsa, A. Ranganathan and J. Han, "Inferring Human Mobility Patterns from Taxicab Location Traces, " Proc. of 2013 ACM Int. Joint Conf. on Pervasive and Ubiquitous Computing, pp. 459-468, 2013.
6. T. Horanont, A. Witayangkurn, Y. Sekimoto and R. Shibasaki, "Large-Scale Auto-GPS Analysis for Discerning Behavior Change During Crisis, " IEEE Intelligent Systems, vol. 28, no. 4, pp. 26-34, 2013.
7. F. Calabrese, F. C. Pereira, G. Di Lorenzo, L. Liu and C. Ratti, "The Geography of Taste: Analyzing Cell-phone Mobility and Social Events, " Proc. of IEEE Pervasive Computing, pp. 22-37, 2010.
8. C. A. Davis Jr, G. L. Pappa, D. R. R. de Oliveira and F. de L. Arcanjo, "Inferring the Location of Twitter Messages based on User Relationships, " Trans. in GIS, vol. 15, no. 6, pp. 735-751, 2011.
9. D. Zhang, M. Chen, M. Guizani and H. Xiong, "Mobility Prediction in Telecom Cloud using Mobile Calls, " IEEE Wireless Communications, vol. 21, no. 1, pp. 26-32, 2014.
10. N. Bharosa, J. Lee and M. Janssen, "Challenges and Obstacles in Sharing and Coordinating Information during Multi-agency Disaster Response: Propositions from Field Exercises, " Inf. Syst. Front., vol. 12, no. 1, pp. 49-65, 2010.
11. K. Fall, "A Delay-tolerant Network Architecture for Challenged Internets, " Proc. of ACM 2003 Conf. on Applications, Technologies, Architectures and Protocols for Computer Communications, pp. 27-34, 2003.
12. L. Pelusi, A. Passarella and M. Conti, "Opportunistic Networking: Data Forwarding in Disconnected Mobile Ad Hoc Networks, " IEEE Communication Magagine, vol. 44, no. 11, pp. 134-141, 2006.
13. A. Martín-Campillo, J. Crowcroft, E. Yoneki and R. Martí, "Evaluating Opportunistic Networks in Disaster Scenarios", J. Netw. Comput. Appl., vol. 36, no. 2, pp. 870-880, 2013.
14. S. M. George, W. Zhou, H. Chenji, M. Won, Y. O. Lee, A. Pazarloglou, R. Stoleru and P. Barooah, "Distressnet: a Wireless Ad Hoc and Sensor Network Architecture for Situation Management in Disaster Response, " IEEE Communication Magagine, vol. 48, no. 3, pp. 128-136, 2010.
15. H. Chenji, W. Zhang, R. Stoleru and C. Arnett, "Distressnet: a Disaster Response System Providing Constant Availability Cloud-like Services, " Ad Hoc Networks, vol. 11, no. 8, pp. 2440-2460, 2013.
16. A. Fujihara and H. Miwa, "Disaster Evacuation Guidance using Opportunistic Communication: the Potential for Opportunity-based Service, " Big Data and Internet of Things: A Roadmap for Smart Environments, Springer, pp. 425-446, 2014.
17. Y. Kikuchi and Y. Shibata, "Mobile Cloud Computing for Distributed Disaster Information System in Challenged Communication Environment, " Proc. of IEEE 29th Int. Conf. on Advanced Information Networking and Applications Workshops (WAINA), pp. 512-517, 2015.
18. J. T. B. Fajardo, K. Yasumoto, N. Shibata, W. Sun and M. Ito, "Disaster Information Collection with Opportunistic Communication and Message Aggregation, " Journal of Information Processing, vol. 22, no. 2, pp. 106-117, 2014.
19. M. Conti, S. Giordano, M. May and A. Passarella, "From Opportunistic Networks to Opportunistic Computing, " IEEE Communication Magagine, vol. 48, no. 9, pp. 126-139, 2010.
20. M. Conti, M. Kumar, et al., "Opportunities in Opportunistic Computing, " Computer, vol. 43, no. 1, pp. 42-50, 2010.
21. C. Shi, V. Lakafosis, M. H. Ammar and E. W. Zegura, "Serendipity: Enabling Remote Computing among Intermittently Connected Mobile Devices, " Proc. of 13th ACM Int. Symp. on Mobile Ad Hoc Networking and Computing, pp. 145-154, 2012.
22. C. Shi, M. H. Ammar, E. W. Zegura and M. Naik, "Computing in Cirrus Clouds: the Challenge of Intermittent Connectivity, " Proc. of ACM 1st Edition of the MCC Workshop on Mobile Cloud Computing, pp. 23-28, 2012.
23. J. Bradley, J. Barbier and D. Handler, "Embracing the Internet of Everything To Capture Your Share of $14. 4 Trillion (White Paper), " http://www. cisco. com/web/about/ac79/docs/innov/IoE Economy. pdf (accessed on Nov. 8th, 2015)
24. A. Davis, J. Parikh and W. E. Weihl, "Edgecomputing: Extending Enterprise Applications to the Edge of the Internet, " Proc. of 13th Int. World Wide Web conf. on Alternate Track Papers and Posters, 2004.
25. F. Bonomi, R. Milito, J. Zhu and S. Addepalli, "Fog Computing and its Role in the Internet of Things, " Proc. of 1st Edition of the MCC Workshop on Mobile Cloud Computing (MCC'12), pp. 13-16 (2012).
26. P. G. Lopez, A. Montresor, D. Epema, A. Datta, T. Higashino, A. Iamnitchi, M. Barcellos, P. Felber and E. Riviere, "Edge-centric Computing: Vision and Challenges, " ACM SIGCOMM Computer Communication Review, vol. 45, no. 5, pp. 37-42, 2015.
27. K. Yasumoto, H. Yamaguchi, H. Shigeno, "Survey of Real-time Processing Technologies of IoT Data Streams, " Journal of Information Processing, vol. 24, no. 2, pp. 195-202, 2016. (invited paper)
28. T. Higuchi, H. Yamaguchi and T, Higashino, "Trajectory Identification based on Spatio-temporal Proximity Patterns between Mobile Phones, " Wireless Networks, vol. 22, no. 2, pp. 563-577, 2016.
29. T. Higashino and R. Taniguchi, "Recent Research for Social CPS in Japan, " 2016 US-NSF Cyber-Physical Systems Principal Investigators' Meeting, 2016.
30. T. Higuchi, H. Iwahashi, H. Yamaguchi and T. Higashino, "TweetGlue: Leveraging a Crowd Tracking Infrastructure for Mobile Social Augmented Reality, " Proc. of 11th Int. Wireless Communications and Mobile Computing Conf. (IWCMC2015), pp. 1030-1035, 2015.
31. Y. Noh, H. Yamaguchi and U. Lee, "Infrastructure-free Collaborative IndoorPositioning Scheme for Time-critical Team Operations, " IEEE Trans. on Systems, Man and Cybernetics: Systems, 2017. (in press)
32. T. Higuchi, S. Fujii, H. Yamaguchi and T. Higashino, "Mobile Node Localization Focusing on Stop-and-Go Behavior of Indoor Pedestrians, " IEEE Trans. on Mobile Computing, vol. 13, no. 7, pp. 1564-1578, 2014.
33. T. Higuchi, H. Yamaguchi and T. Higashino, "Context-Supported Local Crowd Mapping via Collaborative Sensing with Mobile Phones, " Pervasive and Mobile Computing, vol. 13, pp. 26-51, 2014.
34. S. Kojima, A. Uchiyama, M. Shirakawa, A. Hiromori, H. Yamaguchi and T. Higashino, "Crowd and Event Detection by Fusion of Camera Images and Micro Blogs, " Proc. of International Workshop on Crowd Assisted Sensing, Pervasive Systems and Communications (CASPer 2017), pp. 1-6, 2017.
35. Y. Yamada, A. Uchiyama, A. Hiromori, H. Yamaguchi and T. Higashino, "TravelEstimation using Control Signal Records in Cellular Networks and Geographical Information, " Proc. of 9th IFIP Wireless and Mobile Networking Conf. (WMNC 2016), pp. 138-144, 2016.
36. M. Elhamshary, M. Youssef, A. Uchiyama, H. Yamaguchi and T. Higashino, "Activity Recognition of Railway Passengers by Fusion of Low-Power Sensors in Mobile Phones", Proc. of 23rd Int. Conf. on Advances in Geographic Information Systems (SIGSPATIAL2015), pp. 1-2, 2015.
37. T. Higuchi, H. Yamaguchi and T. Higashino, "Tracking Motion Context of Railway Passengers by Fusion of Low-Power Sensors in Mobile Devices, " Proc. of 19th ACM Int. Symp. on Wearable Computers (ISWC2015), pp. 163-170, 2015.
38. T. Nishimura, T. Higuchi, H. Yamaguchi and T. Higashino, "Detecting Smoothness of Pedestrian Flows by Participatory Sensing with Mobile Phones, " Proc. of 2014 ACM Int. Symp. on Wearable Computers (ISWC 2014), pp. 15-18, 2014.
39. Y. Maekawa, A. Uchiyama, H. Yamaguchi and T. Higashino, "Car-level Congestion and Position Estimation for Railway Trips using Mobile Phones, " Proc. of 2014 ACM Conf. on Ubiquitous Computing (UbiComp 2014), pp. 939-950, 2014.
40. T. Satoh, A. Hiromori, H. Yamaguchi and T. Higashino, "A Novel Estimation Method of Road Condition for Pedestrian Navigation, " Proc. of Int. Workshop on the Impact of Human Mobility in Pervasive Systems and Applications (PerMoby2015), pp. 427-432, 2015.
41. T. Higuchi, H. Yamaguchi and T. Higashino, "Mobile Devices as an Infrastructure: A Survey of Opportunistic Sensing Technology, " Journal of Information Processing (JIP), vol. 23, no. 2, pp. 94-104, 2015. (invited paper)
42. Y. Adachi, H. Yamaguchi, T. Higashino and T. Umedu, "Cloud-assisted Dynamic Content Sharing among Vehicles, " Proc. of 6th IEEE Int. Symp. on Cloud and Service Computing (IEEE SC2-2016), pp. 1-8, 2016.
43. Y. Nakamura, H. Suwa, Y. Arakawa, H. Yamaguchi, K. Yasumoto, "Design and Implementation of Middleware for IoT Devices toward Real-Time Flow Processing, " Proc. of 1st Workshop on Edge Computing (WEC 2016), 2016.
44. Y. Nakamura, H. Suwa, Y. Arakawa, H. Yamaguchi, K. Yasumoto, "Middleware for Proximity Distributed Real-time Processing of IoT Data Flows, " Proc. of 36th IEEE Int. Conf. on Distributed Computing Systems (ICDCS 2016), Demo, 2016.
45. K. Fujisawa, Y. Hirabe, H. Suwa, Y. Arakawa, K. Yasumoto, "Automatic Live Sport Video Streams Curation System from User Generated Media, " Int. Journal of Multimedia Data Engineering and Management (IJMDEM), vol. 7, no. 2, pp. 36-52, 2016.
46. E. M. Trono, M. Fujimoto, H. Suwa, Y. a Arakawa, K. Yasumoto, "Generating Pedestrian Maps of Disaster Areas Through Ad-hoc Deployment of Computing Resources Across a DTN, " Computer Communications, vol. 100, pp. 129-142, 2017.
47. E. M. Trono, Y. Arakawa, M. Tamai and K. Yasumoto, "DTN MapEx: Disaster Area Mapping through Distributed Computing over a Delay Tolerant Network, " Proc. of 8th Int. Conf. on Mobile Computing and Ubiquitous Networking (ICMU2015), pp. 179-184, 2015.
48. E. M. Trono, M. Fujimoto, H. Suwa, Y. Arakawa, K. Yasumoto, "Milk Carton: Family Tracing and Reunification System using Face Recognition over a DTN with Deployed Computing Nodes, " Proc. of 2016 Int. Workshop on Information Flow of Things (IFoT 2016), 2016.
49. M. Trono, M. Fujimoto, H. Suwa, Y. Arakawa, K. Yasumoto, "Milk Carton: A Face Recognition-based FTR System using Opportunistic Clustered Computing, " Proc. of 36th IEEE Int. Conf. on Distributed Computing Systems (ICDCS 2016), Demo, 2016.
50. K. Maeda, A. Uchiyama, T. Umedu, H. Yamaguchi, K. Yasumoto and T. Higashino, "Urban Pedestrian Mobility for Mobile Wireless Network Simulation, " Ad Hoc Networks, vol. 7, no. 1, pp. 153-170, 2009.
51. M. Elhamshary, M. Youssef, A. Uchiyama, H. Yamaguchi and T. Higashino, "TransitLabel: A Crowd-Sensing System for Automatic Labeling of Transit Stations Semantics, " Proc. of 14th ACM Int. Conf. on Mobile Systems, Applications, and Services (MobiSys 2016), pp. 193-206, 2016.
52. T. Higashino, "Social CPS Research for Smart and Connected Communities, " Proc. of 2017 IEEE 5th Int. Electrical Engineering Congress, pp. K-1-K-4, 2017. (keynote speech, invited paper)
53. J. Biagioni and J. Eriksson, "Inferring Road Maps from Global Positioning System Traces, " Transportation Research Record, vol. 2291, no. 1, pp. 61-71, 2012.