Research Output 1974 2020

2019

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

Navigation
Fuel consumption
Costs
Navigation systems
Operating costs

Guest Editorial: Special Issue on Network and Parallel Computing for Emerging Architectures and Applications

Zhang, F., Zhai, J., Snir, M., Jin, H., Kasahara, H. & Valero, M., Jun 15 2019, In : International Journal of Parallel Programming. 47, 3, p. 343-344 2 p.

Research output: Contribution to journalEditorial

Open Access
Parallel processing systems
Parallel Computing
Architecture

Guilty As Charged: Computational Reliability Threats Posed by Electrostatic Discharge-induced Soft Errors

Feng, K., Vora, S., Jiang, R., Rosenbaum, E. & Vasudevan, S., May 14 2019, Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019. Institute of Electrical and Electronics Engineers Inc., p. 156-161 6 p. 8715149. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

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

Soft Error
Electrostatic discharge
Electrostatics
Chip
Microcontroller

HALO: Accelerating flow classification for scalable packet processing in NFV

Yuan, Y., Wang, Y., Wang, R. & Huang, J., Jun 22 2019, ISCA 2019 - Proceedings of the 2019 46th International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 601-614 14 p. (Proceedings - International Symposium on Computer Architecture).

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

Processing
Particle accelerators
Servers
Throughput
Associative storage

Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning

Ambrosi, J., Ankit, A., Antunes, R., Chalamalasetti, S. R., Chatterjee, S., El Hajj, I., Fachini, G., Faraboschi, P., Foltin, M., Huang, S., Hwu, W-M. W., Knuppe, G., Lakshminarasimha, S. V., Milojicic, D., Parthasarathy, M., Ribeiro, F., Rosa, L., Roy, K., Silveira, P. & Strachan, J. P., Feb 8 2019, 2018 IEEE International Conference on Rebooting Computing, ICRC 2018. Institute of Electrical and Electronics Engineers Inc., 8638612. (2018 IEEE International Conference on Rebooting Computing, ICRC 2018).

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

Particle accelerators
Learning systems
Hardware
Memristors
Neural networks

Heat transfer enhancement of internal laminar flows using additively manufactured static mixers

Kwon, B., Liebenberg, L., Jacobi, A. M. & King, W. P., Jul 2019, In : International Journal of Heat and Mass Transfer. 137, p. 292-300 9 p.

Research output: Contribution to journalArticle

3D printers
laminar flow
Laminar flow
heat transfer
Heat transfer

Hidden markov model estimation-based q-learning for partially observable markov decision process

Yoon, H. J., Lee, D. & Hovakimyan, N., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2366-2371 6 p. 8814849. (Proceedings of the American Control Conference; vol. 2019-July).

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

Hidden Markov models
Learning algorithms
Maximum likelihood

Hierarchical estimation for complex multi-domain dynamical systems

Tannous, P. J., Docimo, D. J., Pangborn, H. C. & Alleyne, A. G., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 909-915 7 p. 8814330. (Proceedings of the American Control Conference; vol. 2019-July).

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

Dynamical systems
Controllers
Graph theory
Extended Kalman filters
Electric vehicles

Hierarchical multistage Gaussian signaling games in noncooperative communication and control systems

Sayin, M. O., Akyol, E. & Başar, T., Sep 2019, In : Automatica. 107, p. 9-20 12 p.

Research output: Contribution to journalArticle

Communication systems
Control systems
Communication
Cost functions
Transparency

High power density two-phase cooling in microchannel heat exchangers

Kwon, B., Maniscalco, N. I., Jacobi, A. M. & King, W. P., Feb 5 2019, In : Applied Thermal Engineering. 148, p. 1271-1277 7 p.

Research output: Contribution to journalArticle

Microchannels
Heat exchangers
Cooling
Refrigerants
Air

High strength metallic wood from nanostructured nickel inverse opal materials

Pikul, J. H., Özerinç, S., Liu, B., Zhang, R., Braun, P. V., Deshpande, V. S. & King, W. P., Dec 1 2019, In : Scientific reports. 9, 1, 719.

Research output: Contribution to journalArticle

Nickel
Weight-Bearing
Titanium
Metals
Water

Homeomorphic Embedding Modulo Combinations of Associativity and Commutativity Axioms

Alpuente, M., Cuenca-Ortega, A., Escobar, S. & Meseguer, J., Jan 1 2019, Logic-Based Program Synthesis and Transformation - 28th International Symposium, LOPSTR 2018. Stuckey, P. J. & Mesnard, F. (eds.). Springer-Verlag, p. 38-55 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11408 LNCS).

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

Associativity
Commutativity
Homeomorphic
Axioms
Modulo

HOPF bifurcation in the informational nudging of boundedly rational decision makers

Cheng, Y. & Langbort, C., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5761-5766 6 p. 8815198. (Proceedings of the American Control Conference; vol. 2019-July).

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

Hopf bifurcation
Decision making

Human-in-the-loop Control of Distributed Multi-Agent Systems: A Relative Input-Output Approach

Kiumarsi, B. & Basar, M. T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3343-3348 6 p. 8618994. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Multi agent systems
Multi-agent Systems
Distributed Systems
Output
Observer

Human verbal memory encoding is hierarchically distributed in a continuous processing stream

Kucewicz, M. T., Saboo, K., Berry, B. M., Kremen, V., Miller, L. R., Khadjevand, F., Inman, C. S., Wanda, P., Sperling, M. R., Gorniak, R., Davis, K. A., Jobst, B. C., Lega, B., Sheth, S. A., Rizzuto, D. S., Iyer, R. K., Kahana, M. J. & Worrell, G. A., Jan 1 2019, In : eNeuro. 6, 1, e0214-18.2018.

Research output: Contribution to journalArticle

Open Access
Brain
Occipital Lobe
Temporal Lobe
Prefrontal Cortex
Epilepsy

Human vs bots: Detecting human attacks in a honeypot environment

Udhani, S., Withers, A. & Bashir, M. N., Jun 2019, 7th International Symposium on Digital Forensics and Security, ISDFS 2019. Varol, A., Karabatak, M., Varol, C. & Teke, S. (eds.). Institute of Electrical and Electronics Engineers Inc., 8757534. (7th International Symposium on Digital Forensics and Security, ISDFS 2019).

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

Research Personnel

Hybrid Quick Error Detection: Validation and Debug of SoCs Through High-Level Synthesis

Campbell, K., Lin, D., He, L., Yang, L., Gurumani, S. T., Rupnow, K., Mitra, S. & Chen, D., Jul 2019, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 38, 7, p. 1345-1358 14 p., 8360082.

Research output: Contribution to journalArticle

Error detection
Particle accelerators
Hardware
Silicon
High level synthesis

IDFlakies: A framework for detecting and partially classifying flaky tests

Lam, W., Oei, R., Shi, A., Marinov, D. & Xie, T., Apr 2019, Proceedings - 2019 IEEE 12th International Conference on Software Testing, Verification and Validation, ICST 2019. Institute of Electrical and Electronics Engineers Inc., p. 312-322 11 p. 8730188. (Proceedings - 2019 IEEE 12th International Conference on Software Testing, Verification and Validation, ICST 2019).

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

Testing

IFixFlakies: A framework for automatically fixing order-dependent flaky tests

Shi, A., Lam, W., Oei, R., Xie, T. & Marinov, D., Aug 12 2019, ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Apel, S., Dumas, M., Russo, A. & Pfahl, D. (eds.). Association for Computing Machinery, Inc, p. 545-555 11 p. (ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

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

Testing

ILC: A calculus for composable, computational cryptography

Liao, K., Hammer, M. A. & Miller, A. E., Jun 8 2019, PLDI 2019 - Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation. McKinley, K. S. & Fisher, K. (eds.). Association for Computing Machinery, p. 640-654 15 p. (Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI)).

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

Open Access
Turing machines
Cryptography
Network protocols
Concretes
Chemical analysis
Open Access
Daylighting
architectural design
learning
methodology
prediction
Opinion Dynamics
Network Structure
Lifetime
life (durability)
Interaction

Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS

Li, Q., Zhang, X., Xiong, J. J., Hwu, W-M. W. & Chen, D., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 693-698 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

Field programmable gate arrays (FPGA)
Data storage equipment
Computer hardware
Energy efficiency
Statistics

Improving strong-scaling of CNN training by exploiting finer-grained parallelism

Dryden, N., Maruyama, N., Benson, T., Moon, T., Snir, M. & Van Essen, B., May 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019. Institute of Electrical and Electronics Engineers Inc., p. 210-220 11 p. 8820780. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019).

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

Knobs
Decomposition
Data storage equipment
Image classification
Convolution

Influence of conformist and manipulative behaviors on public opinion

Etesami, S. R., Bolouki, S., Nedic, A., Basar, M. T. & Poor, H. V., Mar 2019, In : IEEE Transactions on Control of Network Systems. 6, 1, p. 202-214 13 p., 8291583.

Research output: Contribution to journalArticle

Game
Express
Manipulation
Scalar
Opinion Dynamics

Information-Driven Autonomous Intersection Control via Incentive Compatible Mechanisms

Sayin, M. O., Lin, C. W., Shiraishi, S., Shen, J. & Basar, M. T., Mar 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 3, p. 912-924 13 p., 8370839.

Research output: Contribution to journalArticle

Roadsides
Sensors
Scheduling
Communication
Computer simulation

Input-delay compensation in a robust adaptive control framework

Nguyen, K. D. & Dankowicz, H., Jul 23 2019, In : IET Control Theory and Applications. 13, 11, p. 1718-1727 10 p.

Research output: Contribution to journalArticle

Robust Adaptive Control
Input Delay
Stability Condition
Numerical Continuation
Delay-dependent Stability

Integrating local context and global cohesiveness for open information extraction

Zhu, Q., Ren, X., Shang, J., Zhang, Y., El-Kishky, A. & Han, J., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 42-50 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

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

Statistics
Experiments

Integration of machine learning and pharmacogenomic biomarkers for predicting response to antidepressant treatment: Can computational intelligence be used to augment clinical assessments?

Athreya, A. P., Iyer, R., Wang, L., Weinshilboum, R. M. & Bobo, W. V., Jan 1 2019, In : Pharmacogenomics. 20, 14, p. 983-988 6 p.

Research output: Contribution to journalReview article

Open Access
Artificial Intelligence
Pharmacogenetics
Antidepressive Agents
Biomarkers
Machine Learning

InvisiSpec: Making speculative execution invisible in the cache hierarchy (Corrigendum)

Yan, M., Choi, J., Skarlatos, D., Morrison, A., Fletcher, C. W. & Torrellas, J., Oct 12 2019, MICRO 2019 - 52nd Annual IEEE/ACM International Symposium on Microarchitecture, Proceedings. IEEE Computer Society, 1 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

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

L 1 adaptive sampled-data control for uncertain multi-input multi-output systems

Jafarnejadsani, H., Lee, H. & Hovakimyan, N., May 2019, In : Automatica. 103, p. 346-353 8 p.

Research output: Contribution to journalArticle

Controllers
Closed loop systems
Sampling
Low pass filters
Bandwidth

Large-area MRI-compatible epidermal electronic interfaces for prosthetic control and cognitive monitoring

Tian, L., Zimmerman, B., Akhtar, A., Yu, K. J., Moore, M., Wu, J., Larsen, R. J., Lee, J. W., Li, J., Liu, Y., Metzger, B., Qu, S., Guo, X., Mathewson, K. E., Fan, J. A., Cornman, J., Fatina, M., Xie, Z., Ma, Y., Zhang, J. & 9 others, Zhang, Y., Dolcos, F., Fabiani, M., Gratton, G., Bretl, T., Hargrove, L. J., Braun, P. V., Huang, Y. & Rogers, J. A., Mar 1 2019, In : Nature biomedical engineering. 3, 3, p. 194-205 12 p.

Research output: Contribution to journalArticle

Prosthetics
Magnetic resonance imaging
Skin
Electroencephalography
Equipment and Supplies

Latent error prediction and fault localization for microservice applications by learning from system trace logs

Zhou, X., Peng, X., Xie, T., Sun, J., Ji, C., Liu, D., Xiang, Q. & He, C., Aug 12 2019, ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Apel, S., Dumas, M., Russo, A. & Pfahl, D. (eds.). Association for Computing Machinery, Inc, p. 683-694 12 p. (ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

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

Containers
Testing

Learning Filter Bank Sparsifying Transforms

Pfister, L. & Bresler, Y., Jan 15 2019, In : IEEE Transactions on Signal Processing. 67, 2, 8543611.

Research output: Contribution to journalArticle

Filter banks
Mathematical transformations
Image denoising
Learning algorithms
Restoration

Learning stateful preconditions modulo a test generator

Astorga, A., Parthasarathy, M., Saha, S., Wang, S. & Xie, T., Jun 8 2019, PLDI 2019 - Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation. McKinley, K. S. & Fisher, K. (eds.). Association for Computing Machinery, p. 775-787 13 p. (Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI)).

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

Open Access

Learning to communicate: A machine learning framework for heterogeneous multi-agent robotic systems

Yoon, H. J., Chen, H., Long, K., Zhang, H., Gahlawat, A., Lee, D. & Hovakimyan, N., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

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

Learning systems
Robotics
Reinforcement learning
Communication
Multi agent systems

Lessons Learned by INFEWS-ER's virtual resource center for transdisciplinary graduate student training at the nexus of food, energy, and water

Koelsch, R., Rodriguez, L. F., Banner, S., Classen, J., Cotton, D., Deviney, A., Heemstra, J., Koziel, J., Meyer, D., Marshall, A-M., Padmanabhan, A. & Steward, D., Jan 1 2019.

Research output: Contribution to conferencePaper

students
Students
Water
water
Nexus

Linear-Complexity Exponentially-Consistent Tests for Universal Outlying Sequence Detection

Bu, Y., Zou, S. & Veeravalli, V. V., Apr 15 2019, In : IEEE Transactions on Signal Processing. 67, 8, p. 2115-2128 14 p., 8651359.

Research output: Contribution to journalArticle

Locating multiple GPS jammers using networked UAVs

Bhamidipati, S. & Gao, G. X., Apr 2019, In : IEEE Internet of Things Journal. 6, 2, p. 1816-1828 13 p., 8629980.

Research output: Contribution to journalArticle

Unmanned aerial vehicles (UAV)
Global positioning system
Jamming
Costs
Navigation

Long-short term memory neural network stability and stabilization using linear matrix inequalities

Deka, S. A., Stipanovic, D. M., Murmann, B. & Tomlin, C. J., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702629. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

Linear matrix inequalities
Stabilization
Neural networks
Asymptotic stability
Long short-term memory

Lyapunov analysis of the chaotic colpitts oscillator

Vasiljević, I., Lekić, A. & Stipanovic, D. M., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702567. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

Lyapunov functions
Linearization
Trajectories

Lyapunov Characterization and Analysis of the Operating Modes of the AC-DC Ćuk Converter

Petrovic, N. Z., Lekic, A. & Stipanovic, D. M., Jun 2019, In : IEEE Journal of Emerging and Selected Topics in Power Electronics. 7, 2, p. 1318-1328 11 p., 8486971.

Research output: Contribution to journalArticle

Lyapunov functions
Dynamical systems
Derivatives

Magnetostatic Spring Softening and Stiffening in Magneto-Mechanical Resonator Systems

Grinberg, I., Mangu, A., Peterson, C. W., Wilken-Resman, E., Bernhard, J. T. & Bahl, G., Aug 2019, In : IEEE Transactions on Magnetics. 55, 8, 8699123.

Research output: Contribution to journalArticle

Magnetostatics
Magnets
Resonators
Analytical models

Matching μ-Logic

Chen, X. & Rosu, G., Jun 2019, 2019 34th Annual ACM/IEEE Symposium on Logic in Computer Science, LICS 2019. Institute of Electrical and Electronics Engineers Inc., 8785675. (Proceedings - Symposium on Logic in Computer Science; vol. 2019-June).

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

Temporal logic
Computer programming languages
Acoustic waves
Logic
Pattern matching

Matrix theory for minimal trellises

Duursma, I. M., Nov 1 2019, In : Designs, Codes, and Cryptography. 87, 11, p. 2507-2536 30 p.

Research output: Contribution to journalArticle

Matrix Theory
Convolutional codes
Duality
Data storage equipment
Tail

Maximizing Power in Wind Turbine Arrays with Variable Wind Dynamics

Buccafusca, L. & Beck, C. L., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2667-2672 6 p. 8619789. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Wind Turbine
Wind turbines
Model predictive control
Model Predictive Control
Dynamic programming

Meanings and Functions of Money in Different Cultural Milieus

Cohen, D., Shin, F. & Liu, X., Jan 4 2019, In : Annual review of psychology. 70, p. 475-497 23 p.

Research output: Contribution to journalReview article

Psychology
Behavioral Economics
Economics
Aptitude
Ethnic Groups
3D printers
Mechanical properties
Liquids
Polymers
Geometry

Microgrid Distributed Frequency Control over Time-Varying Communication Networks

Zholbaryssov, M. & Dominguez-Garcia, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 5722-5727 6 p. 8619398. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Time varying networks
Microgrid
Communication Networks
Telecommunication networks
Time-varying