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  • 2018
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  • Tarek Abdelzaher
2018

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, Tabuada, P., Towsley, D., Vaidya, N. & Veeravalli, V., 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 proceedingConference contribution

2016

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

2019

Scheduling shared data acquisition for real-time decision making

Cheng, T. S. & Abdelzaher, T., Aug 2019, Proceedings - 2019 IEEE 25th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2019. Institute of Electrical and Electronics Engineers Inc., 8864560. (Proceedings - 2019 IEEE 25th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2019).

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

On Tracking Realistic Targets in a Megacity with Contested Domain Access

Lee, J., Abdelzaher, T., Qiu, H., Govindan, R., Marcus, K., Hobbs, R., Suri, N. & Dron, W., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 743-748 6 p. 8599773. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

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

2018

Message from the general co-chairs

Abdelzaher, T. & Wu, T., Oct 9 2018, In : Proceedings - International Conference on Computer Communications and Networks, ICCCN. 2018-July, 8487304.

Research output: Contribution to journalEditorial

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 proceedingConference 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

2016

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

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

2019

Decision-driven scheduling

Kim, J. E., Abdelzaher, T., Sha, L., Bar-Noy, A., Hobbs, R. L. & Dron, W., Jul 15 2019, In : Real-Time Systems. 55, 3, p. 514-551 38 p.

Research output: Contribution to journalArticle

The Internet of Battlefield Things: The Next Generation of Command, Control, Communications and Intelligence (C3I) Decision-Making

Russell, S. & Abdelzaher, T., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 737-742 6 p. 8599853. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

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

2016

Recursive Ground Truth Estimator for Social Data Streams

Yao, S., Amin, M. T., Su, L., Hu, S., Li, S., Wang, S., Zhao, Y., Abdelzaher, T., Kaplan, L., Aggarwal, C. & Yener, A., Apr 26 2016, 2016 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7460719. (2016 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2016 - Proceedings).

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

2018

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

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

2019

Stardust: A deep learning serving system in IoT: Demo abstract

Yao, S., Wang, T., Li, J. & Abdelzaher, T., Nov 10 2019, SenSys 2019 - Proceedings of the 17th Conference on Embedded Networked Sensor Systems. Zhang, M. (ed.). Association for Computing Machinery, Inc, p. 402-403 2 p. (SenSys 2019 - Proceedings of the 17th Conference on Embedded Networked Sensor Systems).

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

2018

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

2019

STFNets: Learning sensing signals from the time-frequency perspective with short-time fourier neural networks

Yao, S., Piao, A., Jiang, W., Zhao, Y., Shao, H., Liu, S., Liu, D., Li, J., Wang, T., Hu, S., Su, L., Han, J. & Abdelzaher, T., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2192-2202 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

2018

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

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

2019

A predictive self-configuring simulator for online media

Yao, S., Hao, Y., Liu, D., Liu, S., Flamino, J., Shao, H., Wu, J., Bamba, M., Abdelzaher, T. & Szymanski, B., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1262-1273 12 p. 8632412. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

A latent hawkes process model for event clustering and temporal dynamics learning with applications in GitHub

Liu, S., Yao, S., Liu, D., Shao, H., Zhao, Y., Fu, X. & Abdelzaher, T., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 1275-1285 11 p. 8884839. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

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

2018

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., 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

2019

Edge-assisted detection and summarization of key global events from distributed crowd-sensed data

Fahim, A., Neupane, A., Papalexakis, E., Kaplan, L., Krishnamurthy, S. V. & Abdelzaher, T., Jun 2019, Proceedings - 2019 IEEE International Conference on Cloud Engineering, IC2E 2019. Institute of Electrical and Electronics Engineers Inc., p. 76-85 10 p. 8789993. (Proceedings - 2019 IEEE International Conference on Cloud Engineering, IC2E 2019).

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

2018

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 proceedingConference contribution

2016

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

2019

Multi-Domain Integration and Correlation Engine

Dron, W., Hunter, A., Sydney, A., Pal, S., Hancock, J., Scott, L., Abdelzaher, T., Han, J., Adali, S. & Horne, B., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1074-1079 6 p. 8599706. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

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

2018

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. & Veeravalli, V., Nov 2018, Computer, 51, 11, p. 24-36 13 p.

Research output: Contribution to specialist publicationArticle

2016

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

Model transition planning in participatory sensing cold start

Saremi, F. & Abdelzaher, T., Aug 8 2016, Proceedings - 12th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2016. Institute of Electrical and Electronics Engineers Inc., p. 99-101 3 p. 7536319. (Proceedings - 12th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2016).

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

2019

Dynamic sensor selection for path coverage

Shamoun, S., Abdelzaher, T. F. & Bar-Noy, A., Jan 4 2019, ICDCN 2019 - Proceedings of the 2019 International Conference on Distributed Computing and Networking. Association for Computing Machinery, p. 277-281 5 p. (ACM International Conference Proceeding Series).

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

Maximum gaps in path coverage

Shamoun, S., Abdelzaher, T. & Bar-Noy, A., Nov 25 2019, MSWiM 2019 - Proceedings of the 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems. Association for Computing Machinery, Inc, p. 109-112 4 p. (MSWiM 2019 - Proceedings of the 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems).

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

The age of social sensing

Wang, D., Szymanski, B. K., Abdelzaher, T., Ji, H. & Kaplan, L., Jan 2019, Computer, 52, 1, p. 36-45 10 p.

Research output: Contribution to specialist publicationArticle

Open Access

A semi-supervised active-learning truth estimator for social networks

Cui, H., Abdelzaher, T. & Kaplan, L., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 296-306 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

2016

Sporadic Decision-Centric Data Scheduling with Normally-off Sensors

Kim, J. E., Abdelzaher, T., Sha, L., Bar-Noy, A. & Hobbs, R., Jul 2 2016, Proceedings - 2016 IEEE Real-Time Systems Symposium, RTSS 2016. Institute of Electrical and Electronics Engineers Inc., p. 135-145 11 p. 7809850. (Proceedings - Real-Time Systems Symposium; vol. 0).

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

On Maximizing Quality of Information for the Internet of Things: A Real-Time Scheduling Perspective (Invited Paper)

Kim, J. E., Abdelzaher, T., Sha, L., Bar-Noy, A., Hobbs, R. & Dron, W., Sep 29 2016, Proceedings - 2016 IEEE 22nd International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2016. Institute of Electrical and Electronics Engineers Inc., p. 202-211 10 p. 7579957. (Proceedings - 2016 IEEE 22nd International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2016).

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

2018

Leveraging knowledge for path exposure

Shamoun, S., Mei, J., Abdelzaher, T. & 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

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

2019

Dependable machine intelligence at the tactical edge

Misra, A., Jayarajah, K., Weerakoon, D., Tandriansyah, R., Yao, S. & Abdelzaher, T., Jan 1 2019, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications. Pham, T. (ed.). SPIE, 1100608. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11006).

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

SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications

Yao, S., Zhao, Y., Shao, H., Liu, D., Liu, S., Hao, Y., Piao, A., Hu, S., Lu, S. & Abdelzaher, T., Apr 2019, INFOCOM 2019 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 1243-1251 9 p. 8737500. (Proceedings - IEEE INFOCOM; vol. 2019-April).

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

2016

On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds

Yao, S., Hu, S., Li, S., Zhao, Y., Su, L., Kaplan, L., Yener, A. & Abdelzaher, T., Aug 8 2016, Proceedings - 2016 IEEE 36th International Conference on Distributed Computing Systems, ICDCS 2016. Institute of Electrical and Electronics Engineers Inc., p. 467-476 10 p. 7536545. (Proceedings - International Conference on Distributed Computing Systems; vol. 2016-August).

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

2018

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., Jan 1 2018, In : Journal of Sensor and Actuator Networks. 7, 1, 5.

Research output: Contribution to journalArticle

2016
2019

NEST: Efficient Transport of Data Summaries over Named Data Networks

Khalil, K., Aqil, A., Krishnamurthy, S. V., Abdelzaher, T. & Kaplan, L., Apr 22 2019, 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 proceedingConference contribution

2018

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.

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

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. SPIE, Vol. 10653. 106530V

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

2019

On urban event tracking from online media: A social cognition perspective

Abdelzaher, T., Dec 2019, Proceedings - 2019 IEEE 1st International Conference on Cognitive Machine Intelligence, CogMI 2019. Institute of Electrical and Electronics Engineers Inc., p. 160-167 8 p. 8998989. (Proceedings - 2019 IEEE 1st International Conference on Cognitive Machine Intelligence, CogMI 2019).

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

GreenRoute: A Generalizable Fuel-Saving Vehicular Navigation Service

Zhao, Y., Yao, S., Liu, D., Shao, H., Liu, S. & Abdelzaher, T., Jun 2019, Proceedings - 2019 IEEE International Conference on Autonomic Computing, ICAC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1-10 10 p. 8831213. (Proceedings - 2019 IEEE International Conference on Autonomic Computing, ICAC 2019).

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

Simulation evaluation of fuel-saving systems in the city of Chicago

Zhao, Y., Yao, S., Liu, D., Shao, H., Liu, S. & Abdelzaher, T., Jul 2019, ICCCN 2019 - 28th International Conference on Computer Communications and Networks. Institute of Electrical and Electronics Engineers Inc., 8846953. (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2019-July).

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

2016

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

2018

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 proceedingConference contribution