University of Illinois at Urbana-Champaign

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    United States

Research Output 1956 2020

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Conference contribution
2020

Deep learning model to recognize the different progression condition patterns of manual wheelchair users for prevention of shoulder pain

Tsai, J. Y., Jan, Y-K., Liau, B. Y., Chen, C. L., Chen, P. J., Lin, C. Y., Liu, Y. C. & Lung, C. W., Jan 1 2020, Advances in Physical Ergonomics and Human Factors - Proceedings of the AHFE 2019 International Conference on Physical Ergonomics and Human Factors. Karwowski, W. & Goonetilleke, R. S. (eds.). Springer-Verlag, p. 3-13 11 p. (Advances in Intelligent Systems and Computing; vol. 967).

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

Wheelchairs
Deep learning
Accelerometers
Propulsion
Neural networks

Should the Environment Be a Human Factor?

Ruecker, S., Grisales, C., Capozzo, J. A., De La Rosa, J. A., Derksen, G., Ferronato, P. B., Sehn, T. C. & Shin, S. S., Jan 1 2020, Advances in Interdisciplinary Practice in Industrial Design - Proceedings of the AHFE International Conference on Interdisciplinary Practice in Industrial Design, 2019. Shin, C. S. (ed.). Springer-Verlag, p. 233-239 7 p. (Advances in Intelligent Systems and Computing; vol. 968).

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

The evaluation of mechanical properties of soft tissue on pressure ulcers among bedridden elderly patients

Lung, C. W., Jan, Y-K., Lu, J. H., Chen, C. L., Kuo, F. C. & Liau, B. Y., Jan 1 2020, Advances in Physical Ergonomics and Human Factors - Proceedings of the AHFE 2019 International Conference on Physical Ergonomics and Human Factors. Karwowski, W. & Goonetilleke, R. S. (eds.). Springer-Verlag, p. 360-368 9 p. (Advances in Intelligent Systems and Computing; vol. 967).

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

Tissue
Mechanical properties
Elastic moduli
Skin
Indentation
2019

$${\textsf {ACUOS}}^\mathbf {2}$$: A High-Performance System for Modular ACU Generalization with Subtyping and Inheritance

Alpuente, M., Ballis, D., Cuenca-Ortega, A., Escobar, S. & Meseguer, J., Jan 1 2019, Logics in Artificial Intelligence - 16th European Conference, JELIA 2019, Proceedings. Calimeri, F., Leone, N. & Manna, M. (eds.). Springer-Verlag, p. 171-181 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11468 LNAI).

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

High Performance
Artificial intelligence
Associativity
Computing
Multiset

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

1-sparsity Approximation Bounds for Packing Integer Programs

Chekuri, C. S., Quanrud, K. & Torres, M. R., Jan 1 2019, Integer Programming and Combinatorial Optimization - 20th International Conference, IPCO 2019, Proceedings. Lodi, A. & Nagarajan, V. (eds.). Springer-Verlag, p. 128-140 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11480 LNCS).

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

Integer Program
Sparsity
Packing
Approximation
Approximation algorithms

850 nm VCSELs for 50 Gb/s NRZ Error-Free Transmission over 100-Meter OM4 and up to 115 °c Operation

Wang, H. L., Fu, W., Qiu, J. & Feng, M., Apr 22 2019, 2019 Optical Fiber Communications Conference and Exhibition, OFC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8696328. (2019 Optical Fiber Communications Conference and Exhibition, OFC 2019 - Proceedings).

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

Surface emitting lasers
bandwidth
oxides
Laser modes
Bandwidth

85C Operation of Single-Mode 850 nm VCSELs for High Speed Error-Free Transmission up to 1 km in OM4 Fiber

Qiu, J., Yu, X. & Feng, M., Apr 22 2019, 2019 Optical Fiber Communications Conference and Exhibition, OFC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8696938. (2019 Optical Fiber Communications Conference and Exhibition, OFC 2019 - Proceedings).

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

Surface emitting lasers
Laser modes
high speed
fibers
Fibers

A 27-band snapshot hyperspectral imaging system for label-free tumor detection during image-guided surgery

Blair, S., Garcia, M., Konopka, C., Dobrucki, W. & Gruev, V., Jan 1 2019, Label-Free Biomedical Imaging and Sensing, LBIS 2019. Hayden, O. & Shaked, N. T. (eds.). SPIE, 108900G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10890).

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

Computer-Assisted Surgery
surgery
Imaging systems
Surgery
Labels

A Bottom-Up Design Model for Improving Efficiency of Transit System

Li, J., Zhao, R., Li, M. & Ouyang, Y., Feb 13 2019, 4th IEEE International Conference on Universal Village 2018, UV 2018. Institute of Electrical and Electronics Engineers Inc., 8642126. (4th IEEE International Conference on Universal Village 2018, UV 2018).

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

Travel time
transit
travel
efficiency
travel time

Accelerating Scientific Applications on Heterogeneous Systems with HybridOMP

Diener, M., Bodony, D. J. & Kale, L. V., Jan 1 2019, High Performance Computing for Computational Science – VECPAR 2018 - 13th International Conference, Revised Selected Papers. Gil-Costa, V., Senger, H., Marques, O., Garcia, R., de Brito, T. P., Iope, R. & Stanzani, S. (eds.). Springer-Verlag, p. 174-187 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11333 LNCS).

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

Heterogeneous Systems
Accelerator
Particle accelerators
OpenMP
Concurrent

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 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

Active voltage-ripple compensation in an integrated generator-rectifier system

Huynh, P. & Banerjee, A., May 24 2019, 34th Annual IEEE Applied Power Electronics Conference and Exposition, APEC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3199-3206 8 p. 8721958. (Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC; vol. 2019-March).

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

Capacitors
Electric potential
Synchronous generators
Permanent magnets
Conversion efficiency

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

Additive Trees for Fitting Three-Way (Multiple Source) Proximity Data

Koehn, H. F. & Kern, J. L., Jan 1 2019, Quantitative Psychology - 83rd Annual Meeting of the Psychometric Society, 2018. Wiberg, M., Janssen, R., González, J., Molenaar, D. & Culpepper, S. (eds.). Springer New York LLC, p. 403-413 11 p. (Springer Proceedings in Mathematics and Statistics; vol. 265).

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

Proximity
Penalty
Square Functions
Individual Differences
Projection Algorithm

Affect sequences and learning in Betty's brain

Andres, J. M. A. L., Paquette, L., Ocumpaugh, J., Jiang, Y., Baker, R. S., Karumbaiah, S., Slater, S., Bosch, N., Munshi, A., Moore, A. & Biswas, G., Mar 4 2019, Proceedings of the 9th International Conference on Learning Analytics and Knowledge: Learning Analytics to Promote Inclusion and Success, LAK 2019. Association for Computing Machinery, p. 383-390 8 p. (ACM International Conference Proceeding Series).

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

Brain
Students
Learning systems
Education
Systems analysis

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 Finite Sample Analysis of the Actor-Critic Algorithm

Yang, Z., Zhang, K., Hong, M. & Basar, M. T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2759-2764 6 p. 8619440. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Nonlinear Approximation
Function Approximation
Nonlinear Function
Objective function
Gradient

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

Aluminum: An Asynchronous, GPU-Aware Communication Library Optimized for Large-Scale Training of Deep Neural Networks on HPC Systems

Dryden, N., Maruyama, N., Moon, T., Benson, T., Yoo, A., Snir, M. & Van Essen, B., Feb 8 2019, Proceedings of MLHPC 2018: Machine Learning in HPC Environments, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 1-13 13 p. 8638639. (Proceedings of MLHPC 2018: Machine Learning in HPC Environments, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis).

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

Aluminum
Communication
Bandwidth
Graphics processing unit
Deep neural networks

A morphological analyzer for St. Lawrence Island / Central Siberian Yupik

Chen, E. & Schwartz, L. O., Jan 1 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 2623-2630 8 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

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

grammar
language
phonology
documentation
Russia

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 adaptive non-blocking GVT algorithm

Mikida, E. & Kale, L. V., May 29 2019, SIGSIM-PADS 2019 - Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation. Association for Computing Machinery, Inc, p. 25-36 12 p. (SIGSIM-PADS 2019 - Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation).

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

Discrete event simulation
Simulation
Tuning
Data storage equipment
Parallel Discrete Event Simulation

Analysis and modeling of collaborative execution strategies for heterogeneous CPU-FPGA architectures

Huang, S., De Gonzalo, S. G., El-Hadedy, M., Chang, L. W., Gómez-Luna, J., Milojicic, D., El Hajj, I., Chalamalasetti, S. R., Mutlu, O., Chen, D. & Hwu, W-M. W., Apr 4 2019, ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 79-90 12 p. (ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering).

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

Program processors
Field programmable gate arrays (FPGA)
Particle accelerators
Data storage equipment
Computer programming languages

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 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 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

Anodized/etched and dis treated ti surfaces to promote bone formation

Mesa, A., Montes, R., Patiño, E., Alzate, J. F., Civantos, A., Balcázar, N., Pavón, J. J. & Allain, J. P., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Osteogenesis
Bone Morphogenetic Protein 2
Bone
Titanium
Hazardous Waste

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

A player-centric approach to designing spatial skill training games

Wauck, H., Mekler, E. D. & Fu, W-T., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

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

Interactive computer graphics
Human computer interaction
Human engineering
Students

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

Architectures of soft pneumatic actuators inspired by muscle fiber arrangements

Satheeshbabu, S., Thompson, N., Xiao, C. & Krishnan, G., May 24 2019, RoboSoft 2019 - 2019 IEEE International Conference on Soft Robotics. Institute of Electrical and Electronics Engineers Inc., p. 271-276 6 p. 8722734. (RoboSoft 2019 - 2019 IEEE International Conference on Soft Robotics).

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

Pneumatic actuators
Muscle
Actuator
Arrangement
Stroke

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

Aspect-based sentiment analysis with minimal guidance

Zhuang, H., Hanratty, T. & Han, J., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 253-261 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Seed
Experiments

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

Assessing the Dimensionality of the Latent Attribute Space in Cognitive Diagnosis Through Testing for Conditional Independence

Lim, Y. S. & Drasgow, F., Jan 1 2019, Quantitative Psychology - 83rd Annual Meeting of the Psychometric Society, 2018. Wiberg, M., Janssen, R., González, J., Molenaar, D. & Culpepper, S. (eds.). Springer New York LLC, p. 183-194 12 p. (Springer Proceedings in Mathematics and Statistics; vol. 265).

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

Conditional Independence
Dimensionality
Attribute
Testing
Misspecification

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

Automated Generation and Selection of Interpretable Features for Enterprise Security

Duan, J., Zeng, Z., Oprea, A. & Vasudevan, S., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1258-1265 8 p. 8621986. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Fourier analysis
Boolean functions
Clustering algorithms
Learning systems
Industry

Automatic analysis of consistency properties of distributed transaction systems in maude

Liu, S., Ölveczky, P. C., Zhang, M., Wang, Q. & Meseguer, J., Jan 1 2019, Tools and Algorithms for the Construction and Analysis of Systems - 25th International Conference, TACAS 2019, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019, Proceedings. Vojnar, T. & Zhang, L. (eds.). Springer-Verlag, p. 40-57 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11428 LNCS).

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

Open Access
Maude
Model checking
Fault tolerance
Transactions
Scalability

Automatic Generation of Warp-Level Primitives and Atomic Instructions for Fast and Portable Parallel Reduction on GPUs

Gonzalo, S. G. D., Huang, S., Gomez-Luna, J., Hammond, S., Mutlu, O. & Hwu, W-M. W., Mar 5 2019, CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization. Moseley, T., Jimborean, A. & Kandemir, M. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 73-84 12 p. 8661187. (CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization).

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

Portability
Shuffle
Hardware
Domain-specific Languages
Programming

Availability attacks on computing systems through alteration of environmental control: Smart malware approach

Chung, K., Kalbarczyk, Z. T. & Iyer, R. K., 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. 1-12 12 p. (ICCPS 2019 - Proceedings of the 2019 ACM/IEEE International Conference on Cyber-Physical Systems).

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

Availability
Cyber Physical System
Malware
Industry

Best practices and lessons from deploying and operating a sustained-petascale system: The blue waters experience

Bauer, G. H., Bode, B., Enos, J. J., Kramer, W. T., Lathrop, S., Mendes, C. L. & Sisneros, R. R., Mar 11 2019, Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018. Institute of Electrical and Electronics Engineers Inc., p. 673-684 12 p. 8665815. (Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018).

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

Best Practice
Water
Education
Leadership
Computing

Biomimetic triphasic scaffolds for osteotendinous junction regeneration

Sun Han Chang, R. A., Lee, C. W., Rogers, S. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Biomimetics
Tendons
Scaffolds (biology)
Regeneration
Hydrogel

Blended Shared Control with Subgoal Adjustment

Jin, Z., Pagilla, P., Maske, H. & Chowdhary, G., Jan 16 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2724-2729 6 p. 8616461. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

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

Social Adjustment
Task Performance and Analysis
Excavators
Efficiency
Weights and Measures

BRACELET: Edge-Cloud Microservice Infrastructure for Aging Scientific Instruments

Nguyen, P., Elgamal, T., Konstanty, S., Nicholson, T., Turner, S., Su, P., Nahrstedt, K., Spila, T., Campbell, R. H., Dallesasse, J. M., Chan, M. & McHenry, K. G., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 692-696 5 p. 8685528. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

Aging of materials
Network performance
Metadata
Semiconductor materials
Fabrication

Buffets: An Efficient and Composable Storage Idiom for Explicit Decoupled Data Orchestration

Pellauer, M., Shao, Y. S., Clemons, J., Crago, N., Hegde, K., Ventakesan, R., Keckler, S. W., Fletcher, C. W. & Emer, J., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 137-151 15 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access
Particle accelerators
Reusability
Random access storage
Synchronization
Casting