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2020
Deep compressive offloading: Speeding up neural network inference by trading edge computation for network latency
Yao, S., Li, J., Liu, D., Wang, T., Liu, S., Shao, H. & Abdelzaher, T., Nov 16 2020, SenSys 2020 - Proceedings of the 2020 18th ACM Conference on Embedded Networked Sensor Systems. Association for Computing Machinery, Inc, p. 476-488 13 p. (SenSys 2020 - Proceedings of the 2020 18th ACM Conference on Embedded Networked Sensor Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Five challenges in cloud-enabled intelligence and control
Abdelzaher, T., Hao, Y., Jayarajah, K., Misra, A., Skarin, P., Yao, S., Weerakoon, D. & Arzen, K. E., Feb 10 2020, In: ACM Transactions on Internet Technology. 20, 1, 3.Research output: Contribution to journal › Article › peer-review
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GlobalFusion: A global attentional deep learning framework for multisensor information fusion
Liu, S., Yao, S., Li, J., Liu, D., Wang, T., Shao, H. & Abdelzaher, T., Mar 18 2020, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 4, 1, 3380999.Research output: Contribution to journal › Article › peer-review
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Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network
Liu, S., Yao, S., Huang, Y., Liu, D., Shao, H., Zhao, Y., Li, J., Wang, T., Wang, R., Yang, C. & Abdelzaher, T., Sep 4 2020, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 4, 3, 90.Research output: Contribution to journal › Article › peer-review
Open Access -
Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social Networks
Shao, H., Yao, S., Jing, A., Liu, S., Liu, D., Wang, T., Li, J., Yang, C., Wang, R. & Abdelzaher, T., Aug 2020, ICCCN 2020 - 29th International Conference on Computer Communications and Networks. Institute of Electrical and Electronics Engineers Inc., 9209609. (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2020-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Multiscale online media simulation with SocialCube
Abdelzaher, T., Han, J., Hao, Y., Jing, A., Liu, D., Liu, S., Nguyen, H. H., Nicol, D. M., Shao, H., Wang, T., Yao, S., Zhang, Y., Malik, O., Dipple, S., Flamino, J., Buchanan, F., Cohen, S., Korniss, G. & Szymanski, B. K., Jun 1 2020, In: Computational and Mathematical Organization Theory. 26, 2, p. 145-174 30 p.Research output: Contribution to journal › Article › peer-review
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New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges
Bagchi, S., Abdelzaher, T. F., Govindan, R., Shenoy, P., Atrey, A., Ghosh, P. & Xu, R., Dec 2020, In: IEEE Internet of Things Journal. 7, 12, p. 11330-11346 17 p., 9136673.Research output: Contribution to journal › Article › peer-review
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Paper2repo: GitHub Repository Recommendation for Academic Papers
Shao, H., Sun, D., Wu, J., Zhang, Z., Zhang, A., Yao, S., Liu, S., Wang, T., Zhang, C. & Abdelzaher, T., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 629-639 11 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Quantifying Projected Impact of Social Distancing Policies on COVID-19 Outcomes in the US
Yang, C., Wang, R., Gao, F., Sun, D., Tang, J. & Abdelzaher, T., May 11 2020, (In preparation) 7 p. (arXiv).Research output: Working paper
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Scheduling real-time deep learning services as imprecise computations
Yao, S., Hao, Y., Zhao, Y., Shao, H., Liu, D., Liu, S., Wang, T., Li, J. & Abdelzaher, T., Aug 2020, 2020 IEEE 26th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2020. Institute of Electrical and Electronics Engineers Inc., 9203676. (2020 IEEE 26th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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The multi-domain operations effect loop: From future concepts to research challenges
Abdelzaher, T., Taliaferro, A., Sullivan, P. & Russell, S., 2020, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications II. Pham, T., Solomon, L. & Rainey, K. (eds.). SPIE, 1141304. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11413).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Truth Discovery with Multi-modal Data in Social Sensing
Shao, H., Sun, D., Yao, S., Su, L., Wang, Z., Liu, D., Liu, S., Kaplan, L. & Abdelzaher, T., 2020, (Accepted/In press) In: IEEE Transactions on Computers.Research output: Contribution to journal › Article › peer-review
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2018
A Command-by-Intent Architecture for Battlefield Information Acquisition Systems
Lee, J., Hao, Y., Abdelzaher, T., Marcus, K. & Hobbs, R., Sep 5 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. Institute of Electrical and Electronics Engineers Inc., p. 2298-2305 8 p. 8455376. (2018 21st International Conference on Information Fusion, FUSION 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Constrained Maximum Likelihood Estimator for Unguided Social Sensing
Shao, H., Yao, S., Zhao, Y., Zhang, C., Han, J., Kaplan, L., Su, L. & Abdelzaher, T., Oct 8 2018, INFOCOM 2018 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 2429-2437 9 p. 8486306. (Proceedings - IEEE INFOCOM; vol. 2018-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ApDeepSense: Deep learning uncertainty estimation without the pain for IoT applications
Yao, S., Zhao, Y., Shao, H., Zhang, C., Zhang, A., Liu, D., Liu, S., Su, L. & Abdelzaher, T., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 334-343 10 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2018-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Athena: Towards decision-centric anticipatory sensor information delivery†
Lee, J., Marcus, K., Abdelzaher, T., Amin, T. A., Bar-Noy, A., Dron, W., Govindan, R., Hobbs, R., Hu, S., Kim, J. E., Sha, L., Yao, S. & Zhao, Y., 2018, In: Journal of Sensor and Actuator Networks. 7, 1, 5.Research output: Contribution to journal › Article › peer-review
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CoDrive: Cooperative Driving Scheme for Vehicles in Urban Signalized Intersections
Zhao, Y., Yao, S., Shao, H. & Abdelzaher, T., Aug 21 2018, Proceedings - 9th ACM/IEEE International Conference on Cyber-Physical Systems, ICCPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 308-319 12 p. 8443744. (Proceedings - 9th ACM/IEEE International Conference on Cyber-Physical Systems, ICCPS 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Deep Learning for the Internet of Things
Yao, S., Zhao, Y., Zhang, A., Hu, S., Shao, H., Zhang, C., Su, L. & Abdelzaher, T., May 2018, Computer, 51, 5, p. 32-41 10 p.Research output: Contribution to specialist publication › Article
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FastDeepIoT: Towards understanding and optimizing neural network execution time on mobile and embedded devices
Yao, S., Zhao, Y., Shao, H., Liu, S. Z., Liu, D., Su, L. & Abdelzaher, T., Nov 4 2018, SenSys 2018 - Proceedings of the 16th Conference on Embedded Networked Sensor Systems. Association for Computing Machinery, Inc, p. 278-291 14 p. (SenSys 2018 - Proceedings of the 16th Conference on Embedded Networked Sensor Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Leveraging knowledge for path exposure
Shamoun, S., Mei, J., Abdelzaher, T. F. & Bar-Noy, A., Oct 25 2018, Proceedings - 14th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2018. Institute of Electrical and Electronics Engineers Inc., p. 103-110 8 p. 8510966. (Proceedings - 14th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Local algorithms for sensor selection
Shamoun, S., Abdelzaher, T., Tu, T. & Bar-Noy, A., Oct 25 2018, PE-WASUN 2018 - Proceedings of the 15th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks. Association for Computing Machinery, Inc, p. 84-91 8 p. (PE-WASUN 2018 - Proceedings of the 15th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Message from the general co-chairs
Abdelzaher, T. F. & Wu, T., Oct 9 2018, In: Proceedings - International Conference on Computer Communications and Networks, ICCCN. 2018-July, 8487304.Research output: Contribution to journal › Editorial › peer-review
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NEST: Efficient Transport of Data Summaries over Named Data Networks
Khalil, K., Aqil, A., Krishnamurthy, S. V., Abdelzaher, T. & Kaplan, L., Jul 2 2018, 2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 280-288 9 p. 8696427. (2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Preface to the Special Issue: Toward an Efficient and Effective Internet of Things for Cyber-Physical Systems (Part II)
Zhao, W. & Abdelzaher, T., Jun 22 2018, In: ACM Transactions on Cyber-Physical Systems. 2, 3, 15.Research output: Contribution to journal › Editorial › peer-review
Open Access -
QualityDeepSense: Quality-aware deep learning framework for internet of things applications with sensor-temporal attention
Yao, S., Hu, S., Zhao, Y. & Abdelzaher, T., Jun 15 2018, EMDL 2018 - Proceedings of the 2018 International Workshop on Embedded and Mobile Deep Learning. Association for Computing Machinery, Inc, p. 42-47 6 p. (EMDL 2018 - Proceedings of the 2018 International Workshop on Embedded and Mobile Deep Learning).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Recursive truth estimation of time-varying sensing data from online open sources
Cui, H., Abdelzaher, T. & Kaplan, L., Oct 25 2018, Proceedings - 14th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2018. Institute of Electrical and Electronics Engineers Inc., p. 25-34 10 p. 8510937. (Proceedings - 14th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Sensor selection for heterogeneous coverage measures
Shamoun, S., Abdelzaher, T. & Bar-Noy, A., Jan 26 2018, Proceedings - 2017 13th International Conference on Distributed Computing in Sensor Systems, DCOSS 2017. Institute of Electrical and Electronics Engineers Inc., p. 93-98 6 p. (Proceedings - 2017 13th International Conference on Distributed Computing in Sensor Systems, DCOSS 2017; vol. 2018-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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The event tracking dashboard: From multilingual social media feeds to event patterns and anomalies
Giridhar, P., Lee, J., Abdelzaher, T. & Kaplan, L., Jan 1 2018, Next-Generation Analyst VI. Llinas, J. & Hanratty, T. P. (eds.). SPIE, 106530V. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10653).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Toward an Internet of Battlefield Things: A Resilience Perspective
Abdelzaher, T., Ayanian, N., Basar, T., Diggavi, S., Diesner, J., Ganesan, D., Govindan, R., Jha, S., Lepoint, T., Marlin, B., Nahrstedt, K., Nicol, D., Rajkumar, R., Russell, S., Seshia, S., Sha, F., Shenoy, P., Srivastava, M., Sukhatme, G., Swami, A. & 4 others, , Nov 2018, Computer, 51, 11, p. 24-36 13 p.Research output: Contribution to specialist publication › Article
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Towards quality aware information integration in distributed sensing systems
Jiang, W., Miao, C., Su, L., Li, Q., Hu, S., Wang, S., Gao, J., Liu, H., Abdelzaher, T. F., Han, J., Liu, X., Gao, Y. & Kaplan, L., Jan 2018, In: IEEE Transactions on Parallel and Distributed Systems. 29, 1, p. 198-211 14 p.Research output: Contribution to journal › Article › peer-review
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Will distributed computing revolutionize peace? the emergence of battlefield IoT
Abdelzaher, T., Ayanian, N., Basar, T., Diggavi, S., Diesner, J., Ganesan, D., Govindan, R., Jha, S., Lepoint, T., Marlin, B., Nahrstedt, K., Nicol, D., Rajkumar, R., Russell, S., Seshia, S., Sha, F., Shenoy, P., Srivastava, M., Sukhatme, G., Swami, A. & 4 others, , Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1129-1138 10 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2018-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2017
A schedulability test for software migration on multicore system
Kim, J. E., Bradford, R., Abdelzaher, T. & Sha, L. R., May 11 2017, Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017. Institute of Electrical and Electronics Engineers Inc., p. 1261-1264 4 p. 7927184. (Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ClariSense+: An enhanced traffic anomaly explanation service using social network feeds
Giridhar, P., Amin, M. T., Abdelzaher, T., Wang, D., Kaplan, L., George, J. & Ganti, R., Oct 2017, In: Pervasive and Mobile Computing. 41, p. 381-396 16 p.Research output: Contribution to journal › Article › peer-review
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CoType: Joint extraction of typed entities and relations with knowledge bases
Ren, X., Wu, Z., He, W., Qu, M., Voss, C. R., Ji, H., Abdelzaher, T. F. & Han, J., Jan 1 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 1015-1024 10 p. 3052708. (26th International World Wide Web Conference, WWW 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Decision-Driven Execution: A Distributed Resource Management Paradigm for the Age of IoT
Abdelzaher, T., Amin, M. T. A., Bar-Noy, A., Dron, W., Govindan, R., Hobbs, R., Hu, S., Kim, J. E., Lee, J., Marcus, K., Yao, S. & Zhao, Y., Jul 13 2017, Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Lee, K. & Liu, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1825-1835 11 p. 7980121. (Proceedings - International Conference on Distributed Computing Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework
Yao, S., Zhao, Y., Zhang, A., Su, L. & Abdelzaher, T., Nov 6 2017, SenSys 2017 - Proceedings of the 15th ACM Conference on Embedded Networked Sensor Systems. Eskicioglu, R. (ed.). Association for Computing Machinery, Inc, (SenSys 2017 - Proceedings of the 15th ACM Conference on Embedded Networked Sensor Systems; vol. 2017-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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DeepSense: A unified deep learning framework for time-series mobile sensing data processing
Yao, S., Hu, S., Zhao, Y., Zhang, A. & Abdelzaher, T., Jan 1 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 351-360 10 p. 3052577. (26th International World Wide Web Conference, WWW 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Demo abstract: Event tracker using social networks
Giridhar, P., Wang, S. & Abdelzaher, T., Apr 18 2017, Proceedings - 2017 IEEE/ACM 2nd International Conference on Internet-of-Things Design and Implementation, IoTDI 2017 (part of CPS Week). Association for Computing Machinery, Inc, p. 285-286 2 p. (Proceedings - 2017 IEEE/ACM 2nd International Conference on Internet-of-Things Design and Implementation, IoTDI 2017 (part of CPS Week)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Efficient 3G/4G Budget Utilization in Mobile Sensing Applications
Xu, C., Hu, S., Zheng, W., Abdelzaher, T. F., Hui, P., Xie, Z., Liu, H. & Stankovic, J. A., Jun 1 2017, In: IEEE Transactions on Mobile Computing. 16, 6, p. 1601-1614 14 p., 7539667.Research output: Contribution to journal › Article › peer-review
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Espresso: A Data Naming Service for Self-Summarizing Transport
Lee, J., Al Amin, M. T. & Abdelzaher, T., Jun 30 2017, 2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2017. Institute of Electrical and Electronics Engineers Inc., 7964914. (2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Gathering Information in Sensor Networks for Synchronized Freshness
Vahdani, E., Bar-Noy, A., Johnson, M. P. & Abdelzaher, T., Jun 30 2017, 2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2017. Institute of Electrical and Electronics Engineers Inc., 7964937. (2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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GreenDrive: A smartphone-based intelligent speed adaptation system with real-time trafiic signal prediction
Zhao, Y., Li, S., Hu, S., Su, L., Yao, S., Shao, H., Wang, H. & Abdelzaher, T., Apr 18 2017, Proceedings - 2017 ACM/IEEE 8th International Conference on Cyber-Physical Systems, ICCPS 2017 (part of CPS Week). Association for Computing Machinery, Inc, p. 229-238 10 p. (Proceedings - 2017 ACM/IEEE 8th International Conference on Cyber-Physical Systems, ICCPS 2017 (part of CPS Week)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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IApollo: A Newsfeed Summary Service on NDN
Lee, J., Xu, D., Al Amin, M. T. & Abdelzaher, T., Jun 30 2017, 2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2017. Institute of Electrical and Electronics Engineers Inc., 7964950. (2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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InfoMax: A transport-layer paradigm for the age of data overload
Lee, J., Kapoor, A., Al Amin, M. T., Zhang, Z., Goyal, R., Abdelzaher, T., Wang, Z. & Moiseenko, I., Feb 1 2017, Advances in Computer Communications and Networks From Green, Mobile, Pervasive Networking to Big Data Computing. River Publishers, p. 547-584 38 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Information flow on social networks: From empirical data to situation understanding
Roy, H., Abdelzaher, T., Bowman, E. K. & Al Amin, M. T., Jan 1 2017, Next-Generation Analyst V. Hanratty, T. P. & Llinas, J. (eds.). SPIE, 1020702. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10207).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Message from the IoTDI 2017 general co-chairs
Abdelzaher, T. & Kumar, P. R., Apr 18 2017, In: Proceedings - 2017 IEEE/ACM 2nd International Conference on Internet-of-Things Design and Implementation, IoTDI 2017 (part of CPS Week). p. xi-xiiResearch output: Contribution to journal › Editorial › peer-review
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Message from the program co-chairs
Abdelzaher, T. F. & Shen, H., Sep 14 2017, In: 2017 26th International Conference on Computer Communications and Networks, ICCCN 2017. 8038342.Research output: Contribution to journal › Editorial › peer-review
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On exploiting structured human interactions to enhance sensing accuracy in cyber-physical systems
Wang, H., Gao, Y., Hu, S., Wang, S., Mancuso, R., Kim, M., Wu, P., Su, L., Sha, L. & Abdelzaher, T., Jan 1 2017, In: ACM Transactions on Cyber-Physical Systems. 1, 3, 16.Research output: Contribution to journal › Article › peer-review
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On localizing urban events with Instagram
Giridhar, P., Wang, S., Abdelzaher, T., Ganti, R., Kaplan, L. & George, J., Oct 2 2017, INFOCOM 2017 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 8057006. (Proceedings - IEEE INFOCOM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs
Shao, H., Wang, S., Li, S., Yao, S., Zhao, Y., Amin, T., Abdelzaher, T. & Kaplan, L., Jul 13 2017, Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Lee, K. & Liu, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1157-1167 11 p. 7980056. (Proceedings - International Conference on Distributed Computing Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution