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  • Tarek Abdelzaher
Article

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 journalArticle

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 journalArticle

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., Dec 1 2016, In : Pervasive and Mobile Computing. 33, p. 140-155 16 p.

Research output: Contribution to journalArticle

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 publicationArticle

Efficient 3G/4G Budget Utilization in Mobile Sensing Applications

Xu, C., Hu, S., Zheng, W., Abdelzaher, T., 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 journalArticle

Experiences with GreenGPS - Fuel-Efficient Navigation Using Participatory Sensing

Saremi, F., Fatemieh, O., Ahmadi, H., Wang, H., Abdelzaher, T., Ganti, R., Liu, H., Hu, S., Li, S. & Su, L., Mar 1 2016, In : IEEE Transactions on Mobile Computing. 15, 3, p. 672-689 18 p., 7084108.

Research output: Contribution to journalArticle

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 journalArticle

Participatory Sensing Meets Opportunistic Sharing: Automatic Phone-to-Phone Communication in Vehicles

Sun, X., Hu, S., Su, L., Abdelzaher, T. F., Hui, P., Zheng, W., Liu, H. & Stankovic, J. A., Oct 1 2016, In : IEEE Transactions on Mobile Computing. 15, 10, p. 2550-2563 14 p., 7337442.

Research output: Contribution to journalArticle

Reliable social sensing with physical constraints: analytic bounds and performance evaluation

Wang, D., Abdelzaher, T., Kaplan, L., Ganti, R., Hu, S. & Liu, H., Nov 1 2015, In : Real-Time Systems. 51, 6, p. 724-762 39 p.

Research output: Contribution to journalArticle

Root cause diagnosis in error-propagating networks

Seo, E., Dogan, G., Abdelzaher, T. & Brown, T., Jul 25 2016, In : Security and Communication Networks. 9, 11, p. 1297-1308 12 p.

Research output: Contribution to journalArticle

Smartroad: Smartphone-based crowd sensing for traffic regulator detection and identification

Hu, S., Su, L., Liu, H., Wang, H. & Abdelzaher, T. F., Jul 1 2015, In : ACM Transactions on Sensor Networks. 11, 4, 55.

Research output: Contribution to journalArticle

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, Tabuada, P., Towsley, D., Vaidya, N. H. & Veeravalli, V., Nov 2018, Computer, 51, 11, p. 24-36 13 p.

Research output: Contribution to specialist publicationArticle

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 journalArticle

Book

Social Sensing: Building Reliable Systems on Unreliable Data

Wang, D., Abdelzaher, T. & Kaplan, L., Mar 23 2015, Elsevier Inc. 213 p.

Research output: Book/Report/Conference proceedingBook

Chapter

An experimental evaluation of datacenter workloads on low-power embedded micro servers

Zhao, Y., Li, S., Hu, S., Wang, H., Yao, S., Shao, H. & Abdelzaher, T., Jan 1 2016, Proceedings of the VLDB Endowment. 9 ed. Association for Computing Machinery, p. 696-707 12 p. (Proceedings of the VLDB Endowment; vol. 9, no. 9).

Research output: Chapter in Book/Report/Conference proceedingChapter

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 proceedingChapter

Self-adaptation for individual self-aware computing systems

Maggio, M., Abdelzaher, T., Esterle, L., Giese, H., Kephart, J. O., Mengshoel, O. J., Papadopoulos, A. V., Robertsson, A. & Wolter, K., Feb 21 2017, Self-Aware Computing Systems. Springer International Publishing, p. 375-399 25 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Self-adaptation in Collective Self-aware Computing Systems

Kephart, J. O., Diaconescu, A., Giese, H., Robertsson, A., Abdelzaher, T., Lewis, P., Filieri, A., Esterle, L. & Frey, S., Feb 21 2017, Self-Aware Computing Systems. Springer International Publishing, p. 401-435 35 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Self-awareness of cloud applications

Iosup, A., Zhu, X., Merchant, A., Kalyvianaki, E., Maggio, M., Spinner, S., Abdelzaher, T., Mengshoel, O. & Bouchenak, S., Feb 21 2017, Self-Aware Computing Systems. Springer International Publishing, p. 575-610 36 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Social Network Signal Processing for Cyber-Physical Systems

Abdelzaher, T., Wang, S., Giridhar, P., Amin, T. A., Seetharamu, P., Roy, H., Wang, H., Kaplan, L., Bowman, E. & George, J., Jan 1 2017, Cyber-Physical Systems: Foundations, Principles and Applications. Elsevier Inc., p. 161-174 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Conference contribution

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 proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

Applying traditional signal processing techniques to social media exploitation for situational understanding

Abdelzaher, T., Roy, H., Wang, S., Giridhar, P., Al Amin, M. T., Bowman, E. K. & Kolodny, M. A., Jan 1 2016, Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR VII. Kolodny, M. A. & Pham, T. (eds.). SPIE, 98310R. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9831).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 proceedingConference contribution

Budgeted generalized rate monotonic analysis for the partitioned, yet globally scheduled uniprocessor model

Kim, J. E., Abdelzaher, T. & Sha, L., May 14 2015, Proceedings - 21st IEEE Real Time and Embedded Technology and Applications Symposium, RTAS 2015. Institute of Electrical and Electronics Engineers Inc., p. 221-231 11 p. 7108445. (Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS; vol. 2015-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 proceedingConference contribution

Cognitive models of prediction as decision AIDS

Lebiere, C., Morrison, D., Abdelzaher, T., Hu, S., Gonzalez, C., Buchler, N. & Veksler, V. D., 2016, Proceedings of ICCM 2016 - 14th International Conference on Cognitive Modeling. Reitter, D. & Ritter, F. E. (eds.). The Pennsylvania State University, p. 33-38 6 p. (Proceedings of ICCM 2016 - 14th International Conference on Cognitive Modeling).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Combining map-based inference and crowd-sensing for detecting traffic regulators

Saremi, F. & Abdelzaher, T., Dec 28 2015, Proceedings - 2015 IEEE 12th International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2015. Institute of Electrical and Electronics Engineers Inc., p. 145-153 9 p. 7366927. (Proceedings - 2015 IEEE 12th International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 proceedingConference contribution

Data Acquisition for Real-Time Decision-Making under Freshness Constraints

Hu, S., Yao, S., Jin, H., Zhao, Y., Hu, Y., Liu, X., Naghibolhosseini, N., Li, S., Kapoor, A., Dron, W., Su, L., Bar-Noy, A., Szekely, P., Govindan, R., Hobbs, R. & Abdelzaher, T. F., Jan 14 2016, Proceedings - 2015 IEEE 36th Real-Time Systems Symposium, RTSS 2015. Institute of Electrical and Electronics Engineers Inc., p. 185-194 10 p. 7383576. (Proceedings - Real-Time Systems Symposium; vol. 2016-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

Event localization and visualization in social networks

Giridhar, P., Abdelzaher, T., George, J. & Kaplan, L., Aug 4 2015, 2015 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2015. Institute of Electrical and Electronics Engineers Inc., p. 35-36 2 p. 7179330. (Proceedings - IEEE INFOCOM; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experiences with eNav: A low-power vehicular navigation system

Hu, S., Su, L., Li, S., Wang, S., Pan, C., Gu, S., Amin, M. T. A., Liu, H., Nath, S., Choudhury, R. R. & Abdelzaher, T. F., Sep 7 2015, UbiComp 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 433-444 12 p. (UbiComp 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploiting structured human interactions to enhance estimation accuracy in cyber-Physical systems

Gao, Y., Hu, S., Mancuso, R., Wang, H., Kim, M., Wu, P. L., Su, L., Sha, L. & Abdelzaher, T., Apr 14 2015, ACM/IEEE 6th International Conference on Cyber-Physical Systems, ICCPS 2015. Association for Computing Machinery, Inc, p. 60-69 10 p. (ACM/IEEE 6th International Conference on Cyber-Physical Systems, ICCPS 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

Generalized decision aggregation in distributed sensing systems

Su, L., Li, Q., Hu, S., Wang, S., Gao, J., Liu, H., Abdelzaher, T. F., Han, J., Liu, X., Gao, Y. & Kaplan, L., Jan 14 2015, Proceedings - IEEE 35th Real-Time Systems Symposium, RTSS 2014. January ed. Institute of Electrical and Electronics Engineers Inc., p. 1-10 10 p. 7010369. (Proceedings - Real-Time Systems Symposium; vol. 2015-January, no. January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Getting the message? A study of explanation interfaces for microblog data analysis

Schaffer, J., Giridhar, P., Jones, D., Höllerer, T., Abdelzaher, T. & O'donovan, J., Mar 18 2015, IUI 2015 - Proceedings of the 20th ACM International Conference on Intelligent User Interfaces. Association for Computing Machinery, p. 345-356 12 p. (International Conference on Intelligent User Interfaces, Proceedings IUI; vol. 2015-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

InfoMax: An Information Maximizing Transport Layer Protocol for Named Data Networks

Lee, J., Kapoor, A., Al Amin, M. T., Wang, Z., Zhang, Z., Goyal, R. & Abdelzaher, T., Oct 2 2015, 24th International Conference on Computer Communications and Networks, ICCCN 2015. Institute of Electrical and Electronics Engineers Inc., 7288420. (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 proceedingConference contribution

Joint localization of events and sources in social networks

Giridhar, P., Wang, S., Abdelzaher, T. F., George, J., Kaplan, L. & Ganti, R., Jul 22 2015, Proceedings - IEEE International Conference on Distributed Computing in Sensor Systems, DCOSS 2015. Institute of Electrical and Electronics Engineers Inc., p. 179-188 10 p. 7165036. (Proceedings - IEEE International Conference on Distributed Computing in Sensor Systems, DCOSS 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution