Research Output 1973 2019

2019

(Invited) cross-layer resilience: Challenges, insights, and the road ahead

Cheng, E., Mueller-Gritschneder, D., Abraham, J., Bose, P., Buyuktosunoglu, A., Chen, D., Cho, H., Li, Y., Sharif, U., Skadron, K., Stan, M., Schlichtmann, U. & Mitra, S., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a198. (Proceedings - Design Automation Conference).

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

Cross-layer
Resilience
Hardware
Embedded systems
Costs

18.5 A 54MHz Crystal Oscillator with 30× 18.5 Start-Up Time Reduction Using 2-Step Injection in 65nm CMOS

Megawer, K. M., Pal, N., Elkholy, A., Ahmed, M. G., Khashaba, A., Griffith, D. & Hanumolu, P. K., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 302-304 3 p. 8662403. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

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

Crystal oscillators
Crystal resonators
Phase noise
Resonators
Communication systems

34-GBD linear transimpedance amplifier for 200-Gb/s DP-16-QAM optical coherent receivers

Ahmed, M. G., Huynh, T. N., Williams, C., Wang, Y., Hanumolu, P. K. & Rylyakov, A., Mar 1 2019, In : IEEE Journal of Solid-State Circuits. 54, 3, p. 834-844 11 p., 8570782.

Research output: Contribution to journalArticle

Optical receivers
Operational amplifiers
Quadrature amplitude modulation
Telecommunication links
Optical communication

A 0.016 mm2 0.26-μ W/MHz 60-240-MHz Digital PLL With Delay-Modulating Clock Buffer in 65 nm CMOS

Zhu, J., Choi, W. S. & Hanumolu, P. K., Aug 1 2019, In : IEEE Journal of Solid-State Circuits. 54, 8, p. 2186-2194 9 p., 8723106.

Research output: Contribution to journalArticle

Phase locked loops
Clocks
Frequency stability
Relaxation oscillators
Controllers

A 15-Gb/s sub-baud-rate digital CDR

Kim, D., Choi, W. S., Elkholy, A., Kenney, J. & Hanumolu, P. K., Mar 1 2019, In : IEEE Journal of Solid-State Circuits. 54, 3, p. 685-695 11 p., 8599124.

Research output: Contribution to journalArticle

Clocks
Recovery
Jitter
Clock and data recovery circuits (CDR circuits)
Equalizers

A 2.5-5.75-GHz Ring-Based Injection-Locked Clock Multiplier with Background-Calibrated Reference Frequency Doubler

Elkholy, A., Coombs, D., Nandwana, R. K., Elmallah, A. & Hanumolu, P. K., Jul 1 2019, In : IEEE Journal of Solid-State Circuits. 54, 7, p. 2049-2058 10 p., 8691469.

Research output: Contribution to journalArticle

Frequency doublers
Clocks
Jitter
Spurious signal noise
Bandwidth

A 5GHz 245fsrms 8mW Ring Oscillator-based Digital Frequency Synthesizer

Khashaba, A., Elkholy, A., Megawer, K. M., Ahmed, M. & Hanumolu, P. K., Apr 1 2019, 2019 IEEE Custom Integrated Circuits Conference, CICC 2019. Institute of Electrical and Electronics Engineers Inc., 8780384. (Proceedings of the Custom Integrated Circuits Conference; vol. 2019-April).

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

Crystal oscillators
Frequency synthesizers
Phase noise
Jitter
Calibration

A 6 μ W ±50 ppm/°C ±1500 ppm/V 1.5 MHz RC oscillator using self-regulation

Wang, T., Griffith, D., Ahmed, M. G., Zhu, J., Wei, D., Elkholy, A., Elmallah, A. & Hanumolu, P. K., Aug 1 2019, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 66, 8, p. 1297-1301 5 p., 8556499.

Research output: Contribution to journalArticle

Electric potential
Relaxation oscillators
Temperature

A big data approach to computational creativity: The curious case of Chef Watson

Varshney, L. R., Pinel, F., Varshney, K. R., Bhattacharjya, D., Schörgendorfer, A. & Chee, Y. M., Jan 1 2019, In : IBM Journal of Research and Development. 63, 1, 8618410.

Research output: Contribution to journalArticle

Artificial intelligence
Learning systems
Big data

A Binning Approach to Quickest Change Detection With Unknown Postchange Distribution

Lau, T. S., Tay, W. P. & Veeravalli, V. V., Feb 1 2019, In : IEEE Transactions on Signal Processing. 67, 3, p. 609-621 13 p., 8537967.

Research output: Contribution to journalArticle

Bins
Statistics
Testing

Accelerating distributed reinforcement learning with in-switch computing

Li, Y., Liu, I. J., Yuan, Y., Chen, D., Schwing, A. G. & 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. 279-291 13 p. (Proceedings - International Symposium on Computer Architecture).

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

Reinforcement learning
Agglomeration
Switches
Scalability
Packet networks

Accounting for uncertainty in RCCE species selection

Cisneros-Garibay, E., Pantano-Rubino, C. A. & Freund, J., Oct 1 2019, In : Combustion and Flame. 208, p. 219-234 16 p.

Research output: Contribution to journalArticle

spontaneous combustion
predictions
classifying
Sorting
Kinetic parameters

Accumulation bit-width scaling for ultra-low precision training of deep networks

Sakr, C., Wang, N., Chen, C. Y., Choi, J., Agrawal, A., Shanbhag, N. R. & Gopalakrishnan, K., Jan 1 2019.

Research output: Contribution to conferencePaper

scaling
Optimal systems
Chemical activation
Hardware
floating

AcMC 2: Accelerated Markov Chain Monte Carlo for Probabilistic Models

Banerjee, S. S., Kalbarczyk, Z. T. & Iyer, R. K., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 515-528 14 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access
Markov processes
Particle accelerators
Program processors
Field programmable gate arrays (FPGA)
Application specific integrated circuits

A complete formal semantics of x86-64 user-level instruction set architecture

Dasgupta, S., Park, D., Kasampalis, T., Adve, V. S. & Rosu, G., 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. 1133-1148 16 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
Semantics
Testing

A Computationally Efficient Model for Predicting Successful Memory Encoding Using Machine-Learning-based EEG Channel Selection

Saboo, K. V., Varatharajah, Y., Berry, B. M., Sperling, M. R., Gorniak, R., Davis, K. A., Jobst, B. C., Gross, R. E., Lega, B., Sheth, S. A., Kahana, M. J., Kucewicz, M. T., Worrell, G. A. & Iyer, R. K., May 16 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE Computer Society, p. 323-327 5 p. 8717057. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

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

Electroencephalography
Learning systems
Data storage equipment
Electrodes
Set theory

A Container-based DoS Attack-Resilient Control Framework for Real-Time UAV Systems

Chen, J., Feng, Z., Wen, J. Y., Liu, B. & Sha, L. R., 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. 1222-1227 6 p. 8714888. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

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

Denial of Service
Unmanned aerial vehicles (UAV)
Container
Containers
Attack

Acoustic Impulse Responses for Wearable Audio Devices

Corey, R. M., Tsuda, N. & Singer, A. C., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 216-220 5 p. 8682733. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Microphones
Impulse response
Acoustics
Eyeglasses
Headphones

Adaptive Control using Gaussian-Process with Model Reference Generative Network

Joshi, G. & Chowdhary, G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 237-243 7 p. 8619431. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Model reference adaptive control
Model Reference Adaptive Control
Gaussian Model
Reference Model
Gaussian Process

Adaptive covariance estimation of LiDAR-based positioning errors for UAVs

Shetty, A. & Gao, G. X., Jun 1 2019, In : Navigation, Journal of the Institute of Navigation. 66, 2, p. 463-476 14 p.

Research output: Contribution to journalArticle

Unmanned aerial vehicles (UAV)
Covariance matrix
Electric fuses
Sensors
Position measurement

Adaptive Sequential Stochastic Optimization

Wilson, C., Veeravalli, V. V. & Nedic, A., Feb 1 2019, In : IEEE Transactions on Automatic Control. 64, 2, p. 496-509 14 p., 8316928.

Research output: Contribution to journalArticle

Trajectories

Adaptive sparse polynomial dimensional decomposition for derivative-based sensitivity

Tang, K., Wang, J. M. & Freund, J., Aug 15 2019, In : Journal of Computational Physics. 391, p. 303-321 19 p.

Research output: Contribution to journalArticle

polynomials
Polynomials
Derivatives
Decomposition
decomposition

A Distributed Architecture for Robust and Optimal Control of DC Microgrids

Baranwal, M., Askarian, A., Salapaka, S. M. & Salapaka, M., Apr 1 2019, In : IEEE Transactions on Industrial Electronics. 66, 4, p. 3082-3092 11 p., 8371523.

Research output: Contribution to journalArticle

Communication
Distributed power generation
Control theory
Electric power utilization
Degradation

Adjoint-based sensitivity and ignition threshold mapping in a turbulent mixing layer

Capecelatro, J., Bodony, D. J. & Freund, J., Jan 2 2019, In : Combustion Theory and Modelling. 23, 1, p. 147-179 33 p.

Research output: Contribution to journalArticle

Turbulent Mixing
Mixing Layer
turbulent mixing
Ignition
ignition

Adversarial Multi-user Bandits for Uncoordinated Spectrum Access

Bande, M. & Veeravalli, V. V., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4514-4518 5 p. 8682263. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

A dynamic risk form of entropic value at risk

Axelrod, A. & Chowdhary, G., 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

A figure of merit for assertions in verification

Hertz, S., Pal, D., Offenberger, S. & Vasudevan, S., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 675-680 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

Silicon

A general cache framework for efficient generation of timing critical paths

Lai, K. M., Huang, T-W. & Ho, T. Y., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a108. (Proceedings - Design Automation Conference).

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

Critical Path
Cache
Timing
Multithreading
Graph in graph theory

A hardware-efficient block matching algorithm and its hardware design for variable block size motion estimation in ultra-high-definition video encoding

Zheng, J., Chao, L. U., Jiefeng, G. U. O., Chen, D. & Donghui, G. U. O., Jan 1 2019, In : ACM Transactions on Design Automation of Electronic Systems. 24, 2, a15.

Research output: Contribution to journalArticle

Motion estimation
Image coding
Hardware
Data storage equipment
Computational complexity

AliCo: A New Efficient Representation for SAM Files

Ochoa-Alvarez, I., Li, H., Baumgarte, F., Hergenrother, C., Voges, J. & Hernaez, M., May 10 2019, Proceedings - DCC 2019: 2019 Data Compression Conference. Bilgin, A., Storer, J. A., Serra-Sagrista, J. & Marcellin, M. W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 93-102 10 p. 8712770. (Data Compression Conference Proceedings; vol. 2019-March).

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

Compressors
Genes
Information use
Throughput
Processing

A mean-field optimal control formulation for global optimization

Zhang, C., Taghvaei, A. & Mehta, P. G., Jan 1 2019, In : IEEE Transactions on Automatic Control. 64, 1, p. 282-289 8 p., 8353737.

Research output: Contribution to journalArticle

Global optimization
Sampling
Importance sampling

A Multirate Adaptive Control for MIMO Systems with Application to Cyber-Physical Security

Jafarnejadsani, H., Lee, H., Hovakimyan, N. & Voulgaris, P. G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6620-6625 6 p. 8619570. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Adaptive Control
Controller
Controllers
Output
Attack

An Approach to Robust Synchronization of Electric Power Generators

Ajala, O., Dominguez-Garcia, A. & Liberzon, D. M., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1586-1591 6 p. 8618905. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Synchronization
Generator
Disturbance
Angular velocity
Angle

An energy-efficient classifier via boosted spin channel networks

Patil, A. D., Manipatruni, S., Nikonov, D., Young, I. A. & Shanbhag, N. R., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702648. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

Classifiers
Adaptive boosting
Learning algorithms
Throughput
Networks (circuits)

An Energy-efficient Programmable Mixed-Signal Accelerator for Machine-Learning Algorithms

Kang, M., Srivastava, P., Adve, V. S., Kim, N. S. & Shanbhag, N. R., Jan 1 2019, In : IEEE Micro.

Research output: Contribution to journalArticle

Learning algorithms
Particle accelerators
Learning systems
Energy conservation
High level languages

A new implementation for online calculation of manipulator Jacobian

Chembrammel, P. & Kesavadas, T., Feb 1 2019, In : PloS one. 14, 2, e0212018.

Research output: Contribution to journalArticle

Open Access
robots
Manipulators
Robots
Differentiation (calculus)
Derivatives

An Exponentially Convergent Primal-Dual Algorithm for Nonsmooth Composite Minimization

Ding, D., Hu, B., Dhingra, N. K. & Jovanovic, M. R., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4927-4932 6 p. 8619760. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Primal-dual Algorithm
Composite
Exponential Convergence
Composite materials
Linear matrix inequalities

An Improved Algorithm for Drift Diffusion Transport and Its Application on Large Scale Parallel Simulation of Resistive Random Access Memory Arrays

Wang, D. W., Chen, W., Zhao, W. S., Zhu, G. D., Zhao, Z. G., Schutt-Aine, J. E. & Yin, W. Y., Jan 1 2019, In : IEEE Access. 7, p. 31273-31285 13 p., 8656503.

Research output: Contribution to journalArticle

Open Access
Simulators
Data storage equipment
Domain decomposition methods
Supercomputers
Reliability analysis

An l1 adaptive stability augmentation system designed for mil-hdbk-1797 level 1 flying qualities

Puig-Navarro, J., Ackerman, K. A., Hovakimyan, N., Cotting, M. C., Duke, D. J., Carrera, M. J., McCaskey, N. C., Esposito, D., Peterson, J. M. & Tellefsen, J. R., 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

Flight control systems
System stability
Aircraft
Hydraulics
Engines

An MRAM-based deep in-memory architecture for deep neural networks

Patil, A. D., Hua, H., Gonugondla, S., Kang, M. & Shanbhag, N. R., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702206. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

Memory architecture
Networks (circuits)
Deep neural networks

A Novel Framework for 3D-2D Vertebra Matching

Yu, H., Fu, Y., Yu, H., Wei, Y., Wang, X., Jiao, J., Bramlet, M., Kesavadas, T., Shi, H., Wang, Z., Wen, B. & Huang, T. S., Apr 22 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., p. 121-126 6 p. 8695312. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

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

Image matching
Surgery
X rays
Radiotherapy
Detectors

Antenna Evaluation for Increased Security in Polarization Modulation

Kataria, C. Y. & Bernhard, J. T., Mar 1 2019, 13th European Conference on Antennas and Propagation, EuCAP 2019. Institute of Electrical and Electronics Engineers Inc., 8739842. (13th European Conference on Antennas and Propagation, EuCAP 2019).

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

polarization modulation
antennas
Modulation
Polarization
Antennas

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

Simulator
Simulators
Information dissemination
Information Dissemination
Extrapolation

Architecting waferscale processors-A GPU case study

Pal, S., Petrisko, D., Tomei, M., Gupta, P., Iyer, S. S. & Kumar, R., Mar 26 2019, Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019. Institute of Electrical and Electronics Engineers Inc., p. 250-263 14 p. 8675211. (Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019).

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

Silicon
Scheduling
Graphics processing unit
Communication
Multicarrier modulation

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

Fabrication
Problem-Based Learning
Uncertainty
Heterogeneous Agents
Stability Analysis
Dependent
Opinion Dynamics
Social Sciences
Transfer functions
Feedback

Assertion Ranking using RTL Source Code Analysis

Pal, D., Offenberger, S. & Vasudevan, S., Jan 1 2019, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Research output: Contribution to journalArticle

Directed graphs

Assessing and mitigating impact of time delay attack: A case study for power grid frequency control

Lou, X., Tran, C., Tan, R., Yau, D. K. Y. & Kalbarczyk, Z. T., Apr 16 2019, ICCPS 2019 - Proceedings of the 2019 ACM/IEEE International Conference on Cyber-Physical Systems. Ramachandran, G. S. & Ortiz, J. (eds.). Association for Computing Machinery, Inc, p. 207-216 10 p. (ICCPS 2019 - Proceedings of the 2019 ACM/IEEE International Conference on Cyber-Physical Systems).

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

Time delay
Learning systems
Linear control systems
Gain control
Explosions

At the Intersection of Computing- and Control-Theory: A Tutorial on Liveness Enforcing Supervisory Policies for Arbitrary Petri Nets

Raman, A. & Sreenivas, R. S., May 14 2019, 2019 5th Indian Control Conference, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 242-247 6 p. 8715597. (2019 5th Indian Control Conference, ICC 2019 - Proceedings).

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

Discrete Event Dynamic Systems
Liveness
Petri nets
Control theory
Control Theory