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  • 2019
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  • Tarek Abdelzaher
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

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

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

2017

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 journalEditorial

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. (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

2019

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

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

2017

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

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

Unveiling polarization in social networks: A matrix factorization approach

Amin, M. T. A., Aggarwal, C., Yao, S., Abdelzaher, T. & Kaplan, L., Oct 2 2017, INFOCOM 2017 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 8056959. (Proceedings - IEEE INFOCOM).

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

2017

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

Slow Start Transition in Participatory Sensing Applications

Saremi, F. & Abdelzaher, T., Jan 11 2017, Proceedings - 2016 IEEE 13th International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2016. Institute of Electrical and Electronics Engineers Inc., p. 10-18 9 p. 7815007. (Proceedings - 2016 IEEE 13th International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2016).

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

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

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. 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

2016

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

2017

Unsupervised event tracking by integrating twitter and instagram

Wang, S., Giridhar, P., Kaplan, L. & Abdelzaher, T., Apr 18 2017, Proceedings - 2017 2nd International Workshop on Social Sensing, SocialSens 2017 (part of CPS Week). Association for Computing Machinery, Inc, p. 81-86 6 p.

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

2019

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

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

2017

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

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

Research output: Contribution to journalArticle

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

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

2016

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

Unsupervised Fact-finding with Multi-modal Data in Social Sensing

Shao, H., Yao, S., Zhao, Y., Su, L., Wang, Z., Liu, D., Liu, S., Kaplan, L. & Abdelzaher, T., Jul 2019, FUSION 2019 - 22nd International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 9011270. (FUSION 2019 - 22nd International Conference on Information Fusion).

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

2017

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

2019

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

2017

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

2019

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. F., 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

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

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 proceedingConference contribution

2017

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

2019

Multi-Domain Effects and the Internet of Battlefield Things

Russell, S., Abdelzaher, T. & Suri, N., Nov 2019, MILCOM 2019 - 2019 IEEE Military Communications Conference. Institute of Electrical and Electronics Engineers Inc., 9020925. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-November).

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

2018

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

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 journalEditorial

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

Pub/Sub-Sum: A Content Summarization Pub/Sub Protocol for Information-Centric Networks

Lee, J., Hwang, S. M., Abdelzaher, T., Marcus, K. & Chan, K., Nov 2019, MILCOM 2019 - 2019 IEEE Military Communications Conference. Institute of Electrical and Electronics Engineers Inc., 9020777. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-November).

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

2017

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

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

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

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

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., 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

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 proceedingConference contribution

2016
2019

Dependable machine intelligence at the tactical edge

Misra, A., Jayarajah, K., Weerakoon, D., Tandriansyah, R., Yao, S. & Abdelzaher, T., 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

2017

Stark: Optimizing In-Memory Computing for Dynamic Dataset Collections

Li, S., Amin, M. T., Ganti, R., Srivatsa, M., Hu, S., Zhao, Y. & Abdelzaher, T., 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. 103-114 12 p. 7979959. (Proceedings - International Conference on Distributed Computing Systems).

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

2019

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

2017

Visualization of events using Twitter and Instagram

Giridhar, P. & Abdelzaher, T., May 2 2017, 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017. Institute of Electrical and Electronics Engineers Inc., p. 82-84 3 p. 7917530. (2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017).

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

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 proceedingConference contribution