National Center for Supercomputing Applications (NCSA)

Research Output 1970 2019

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2019

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

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

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

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

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

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

Categorization and Comparison of Influential Twitter Users and Sources Referenced in Tweets for Two Health-Related Topics

Addawood, A., Balakumar, P. & Diesner, J., Jan 1 2019, Information in Contemporary Society - 14th International Conference, iConference 2019, Proceedings. Martin, M. H., Taylor, N. G., Nardi, B. & Christian-Lamb, C. (eds.). Springer-Verlag, p. 639-646 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11420 LNCS).

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

Categorization
Websites
Health
Vaccines
Nutrition

Deepening e-learning through social-collaborative intelligence

Montebello, M., Cope, W., Kalantzis, M., Amina, T., Searsmith, D., Tzirides, A. & Haniya, S., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658779. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Digital storage
Knowledge representation
electronic learning
intelligence
Education

Discovering maximal motif cliques in large heterogeneous information networks

Hu, J., Cheng, R., Chang, K. C-C., Sankar, A., Fang, Y. & Lam, B. Y. H., Apr 1 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 746-757 12 p. 8731437. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Semantics
Computational complexity
Experiments

Electroconductive oxide ceramics with graphene-encapsulated fillers

Hussainova, I., Drozdova, M., Ivanov, R., Kale, S. & Jasiuk, I. M., Jan 1 2019, Ceramic Engineering and Science Proceedings. Mechnich, P., Koch, D., Kusnezoff, M., LaSalvia, J., Salem, J., Balaya, P., Fu, Z., Bansal, N. & Ohji, T. (eds.). 2 ed. American Ceramic Society, p. 251-258 8 p. (Ceramic Engineering and Science Proceedings; vol. 39, no. 2).

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

Graphite
Aluminum Oxide
Oxides
Graphene
Fillers

Evaluating characteristics of CUDA communication primitives on high-bandwidth interconnects

Pearson, C., Dakkak, A., Hashash, S., Li, C., Chung, I. H., Xiong, J. & 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. 209-218 10 p. (ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering).

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

Open Access
Data transfer
Bandwidth
Program processors
Communication
Data storage equipment

Every university should have a computer-based testing facility

Zilles, C., West, M., Herman, G. L. & Bretl, T. W., Jan 1 2019, CSEDU 2019 - Proceedings of the 11th International Conference on Computer Supported Education. Zvacek, S., Lane, H. & Uhomoibhi, J. (eds.). SciTePress, p. 414-420 7 p. (CSEDU 2019 - Proceedings of the 11th International Conference on Computer Supported Education; vol. 1).

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

semester
university
Testing
Students
costs

Faster, higher, stronger: Redesigning spreadsheets for scale

Bendre, M., Wattanawaroon, T., Rahman, S., Mack, K., Liu, Y., Zhu, S., Lu, Y., Yang, P. J., Zhou, X., Chang, K. C-C., Karahalios, K. G. & Parameswaran, A. G., Apr 1 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1972-1975 4 p. 8731567. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Spreadsheets
Information management
Scalability
Navigation
Demonstrations

FIS: Facial Information Segmentation for Video Redaction

Chen, B. & Nahrstedt, K., Apr 22 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., p. 360-365 6 p. 8695409. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

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

Face recognition
Cameras
Pixels
Color

FlatFlash: Exploiting the Byte-Accessibility of SSDs within A Unified Memory-Storage Hierarchy

Abulila, A., Mailthody, V. S., Qureshi, Z., Huang, J., Kim, N. S., Xiong, J. & Hwu, W-M. W., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 971-985 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
Data storage equipment
Dynamic random access storage
Flash-based SSDs
Cost effectiveness
Metadata

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

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

Locus: A System and a Language for Program Optimization

Teixeira, S. F. X. T., Ancourt, C., Padua, D. A. & Gropp, W. D., 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. 217-228 12 p. 8661203. (CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization).

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

Locus
Optimization
Compiler Optimization
Module
Program Transformation

Low-Rank Dynamic Mode Decomposition using Riemannian Manifold Optimization

Sashittal, P. & Bodony, D. J., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2265-2270 6 p. 8619400. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Riemannian Manifold
Decomposition
Decompose
Optimization
Optimization Problem

New Divide-and-Conquer Techniques for Large-Scale Phylogenetic Estimation

Warnow, T., Jan 1 2019, Algorithms for Computational Biology - 6th International Conference, AlCoB 2019, Proceedings. Vega-Rodríguez, M. A., Holmes, I. & Martín-Vide, C. (eds.). Springer-Verlag, p. 3-21 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11488 LNBI).

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

Divide and conquer
Phylogenetics
Scalability
Subset
Large Data Sets

PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference

Ankit, A., El Hajj, I., Rahul Chalamalasetti, S., Ndu, G., Foltin, M., Williams, R. S., Faraboschi, P., Hwu, W-M. W., Paul Strachan, J., Roy, K. & Milojicic, D. S., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 715-731 17 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access
Memristors
Particle accelerators
Learning systems
Image recognition
Energy efficiency

Relationship profiling over social networks: Reverse smoothness from similarity to closeness

Yang, C. & Chang, K. C-C., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 342-350 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Semantics
Supervised learning
Experiments

Similarity modeling on heterogeneous networks via automatic path discovery

Yang, C., Liu, M., He, F., Zhang, X., Peng, J. & Han, J., Jan 1 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Bonchi, F., Berlingerio, M., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Springer-Verlag, p. 37-54 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11052 LNAI).

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

Heterogeneous networks
Heterogeneous Networks
Reinforcement learning
Path
Computer simulation

Trust and recall of information across varying degrees of title-visualization misalignment

Kong, H. K., Liu, Z. & Karahalios, K. G., 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

Visualization

Understanding visual cues in visualizations accompanied by audio narrations

Kong, H. K., Liu, Z., Zhu, W. & Karahalios, K. G., 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

Visualization
Experiments

User attitudes towards algorithmic opacity and transparency in online reviewing platforms

Eslami, M., Vaccaro, K., Lee, M. K., Bar On, A. E., Gilbert, E. & Karahalios, K. G., 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

Opacity
Transparency

Using INC Within Divide-and-Conquer Phylogeny Estimation

Le, T., Sy, A., Molloy, E. K., Zhang, Q. R., Rao, S. & Warnow, T., Jan 1 2019, Algorithms for Computational Biology - 6th International Conference, AlCoB 2019, Proceedings. Vega-Rodríguez, M. A., Holmes, I. & Martín-Vide, C. (eds.). Springer-Verlag, p. 167-178 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11488 LNBI).

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

Phylogeny
Divide and conquer
Maximum likelihood
Molecular biology
Maximum Likelihood
2018

AccDNN: An IP-Based DNN Generator for FPGAs

Zhang, X., Wang, J., Zhu, C., Lin, Y., Xiong, J., Hwu, W-M. W. & Chen, D., Sep 7 2018, Proceedings - 26th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2018. Institute of Electrical and Electronics Engineers Inc., 1 p. 8457659. (Proceedings - 26th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2018).

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

Field programmable gate arrays (FPGA)
Data storage equipment
Network layers
Cloud computing
Resource allocation

A clustering approach for analyzing the computability of building code requirements

Zhang, R. & El-Gohary, N., Jan 1 2018, Construction Research Congress 2018: Construction Information Technology - Selected Papers from the Construction Research Congress 2018. American Society of Civil Engineers (ASCE), Vol. 2018-April. p. 86-95 10 p.

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

Semantics
Syntactics
Clustering algorithms
Learning algorithms
Learning systems

Acquiring metadata to support biographies of museum artefacts

Zhao, C., Twidale, M. B. & Nichols, D. M., Jan 1 2018, Maturity and Innovation in Digital Libraries - 20th International Conference on Asia-Pacific Digital Libraries, ICADL 2018, Proceedings. Žumer, M., Hinze, A. & Dobreva, M. (eds.). Springer-Verlag, p. 304-315 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11279 LNCS).

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

Museums
Metadata
Linked Data
Lenses
Interaction

Adaptive methods for irregular parallel discrete event simulation workloads

Mikida, E. & Kale, L. V., May 14 2018, SIGSIM-PADS 2018 - Proceedings of the 2018 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation. Association for Computing Machinery, Inc, p. 189-200 12 p.

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

Parallel Discrete Event Simulation
Discrete event simulation
Adaptive Method
Workload
Irregular

A fast and massively-parallel inverse solver for multiple-scattering tomographic image reconstruction

Hidayetoglu, M., Pearson, C., El Hajj, I., Gurel, L., Chew, W. C. & Hwu, W-M. W., Aug 3 2018, Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 64-74 11 p. 8425161. (Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018).

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

Multiple scattering
Image reconstruction
Scattering
Forward scattering
Iterative methods

Affordance Wayfields for Task and Motion Planning

Mcmahon, T., Jenkins, O. C. & Amato, N. M., Dec 27 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2018. Institute of Electrical and Electronics Engineers Inc., p. 2955-2962 8 p. 8594492. (IEEE International Conference on Intelligent Robots and Systems).

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

Motion planning
Robots
Unloading
Manipulators

AIM: AN ABSTRACTION for IMPROVING MACHINE LEARNING PREDICTION

Stodden, V., Wu, X. & Sochat, V., Aug 17 2018, 2018 IEEE Data Science Workshop, DSW 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 150-154 5 p. 8439914. (2018 IEEE Data Science Workshop, DSW 2018 - Proceedings).

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

Learning systems
Machine Learning
Prediction
Pipelines
prediction

AliDrone: Enabling trustworthy proof-of-alibi for commercial drone compliance

Liu, T., Hojjati, A., Bates, A. M. & Nahrstedt, K., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 841-852 12 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2018-July).

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

Unmanned aerial vehicles (UAV)
Network protocols
Compliance
Drones
Program processors

A lightweight communication runtime for distributed graph analytics

Dang, H. V., Dathathri, R., Gill, G., Brooks, A., Dryden, N., Lenharth, A., Hoang, L., Pingali, K. & Snir, M., Aug 3 2018, Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 980-989 10 p. 8425251

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

Communication
Data storage equipment
Semantics
Graph
Processing

Amber∗: Enabling precise full-system simulation with detailed modeling of all ssd resources

Gouk, D., Kwon, M., Zhang, J., Koh, S., Choi, W., Kim, N. S., Kandemir, M. & Jung, M., Dec 12 2018, Proceedings - 51st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2018. IEEE Computer Society, Vol. 2018-October. p. 469-481 13 p. 8574562

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

Amber
Dynamic random access storage
Firmware
Computer hardware
Program processors

A metasurface-inspired focusing collector for concentrated solar power applications

Ding, Q., Barna, S., Jacobs, K., Choubal, A., Mensing, G., Zhang, Z., Yamada, K., Tirawat, R., Kincaid, N., Zhu, G., Wendelin, T., Guo, L. J., Ferreira, P. M. & Toussaint, K. C., Jan 1 2018, Frontiers in Optics, FIO 2018. OSA - The Optical Society, Vol. Part F114-FIO 2018.

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

Nanoimprint lithography
Solar energy
Lithography
Scalability
Photons

A ML-based runtime system for executing dataflow graphs on heterogeneous processors

Banerjee, S. S., Athreya, A. P., Kalbarczyk, Z. T., Lumetta, S. S. & Iyer, R. K., Oct 11 2018, SoCC 2018 - Proceedings of the 2018 ACM Symposium on Cloud Computing. Association for Computing Machinery, Inc, 1 p. (SoCC 2018 - Proceedings of the 2018 ACM Symposium on Cloud Computing).

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

Particle accelerators
Field programmable gate arrays (FPGA)
Scheduling
Graphics processing unit
Genomics

A network-centric hardware/algorithm co-design to accelerate distributed training of deep neural networks

Li, Y., Park, J., Alian, M., Yuan, Y., Qu, Z., Pan, P., Wang, R., Schwing, A. G., Esmaeilzadeh, H. & Kim, N. S., Dec 12 2018, Proceedings - 51st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2018. IEEE Computer Society, p. 175-188 14 p. 8574540. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. 2018-October).

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

Hardware
Communication
Interfaces (computer)
Particle accelerators
Agglomeration

Application-Transparent near-memory processing architecture with memory channel network

Alian, M., Min, S. W., Asgharimoghaddam, H., Dhar, A., Wang, D. K., Roewer, T., McPadden, A., O'Halloran, O., Chen, D., Xiong, J., Kim, D., Hwu, W-M. W. & Kim, N. S., Dec 12 2018, Proceedings - 51st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2018. IEEE Computer Society, p. 802-814 13 p. 8574587. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. 2018-October).

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

Computer networks
Data storage equipment
Processing
Servers
Distributed computer systems

Are Profile Hidden Markov Models Identifiable?

Pattabiraman, S. & Warnow, T., Aug 15 2018, ACM-BCB 2018 - Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 448-456 9 p. (ACM-BCB 2018 - Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

Hidden Markov models
Computational Biology
Sequence Alignment
Statistical Models
Bioinformatics

A system-general model for the detection of gaming the system behavior in CTAT and LearnSphere

Paquette, L., Baker, R. S. & Moskal, M., Jan 1 2018, Artificial Intelligence in Education - 19th International Conference, AIED 2018, Proceedings. Luckin, R., Porayska-Pomsta, K., du Boulay, B., Mavrikis, M., Penstein Rosé, C., McLaren, B., Martinez-Maldonado, R. & Hoppe, H. U. (eds.). Springer-Verlag, p. 257-260 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10948 LNAI).

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

Authoring Tools
Gaming
Detector
Students
Detectors

At the Nexus of Data and Collections: New Affordances in the Age of Mass-Scale Digital Libraries

Downie, J. S., Lorang, E., Soh, L. K., Bainbridge, D., McIntyre, S. & Page, K., May 23 2018, JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 313-314 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

Digital libraries
Data mining
Image analysis