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Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

  • 2 Similar Profiles
Data storage equipment Engineering & Materials Science
Hardware Engineering & Materials Science
Application programs Engineering & Materials Science
Costs Engineering & Materials Science
Networks (circuits) Engineering & Materials Science
Computer architecture Engineering & Materials Science
Scheduling Engineering & Materials Science
Processing Engineering & Materials Science

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Projects 1998 2019

Research Output 1988 2019

Accelerating Deterministic Bit-Stream Computing with Resolution Splitting

Najafi, M. H., Faraji, S. R., Li, B., Lilja, D. J. & Bazargan, K., Apr 23 2019, Proceedings of the 20th International Symposium on Quality Electronic Design, ISQED 2019. IEEE Computer Society, p. 157-162 6 p. 8697443. (Proceedings - International Symposium on Quality Electronic Design, ISQED; vol. 2019-March).

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

Processing
Energy utilization
Hardware
2 Citations (Scopus)

Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing

Faraji, S. R., Hassan Najafi, M., Li, B., Lilja, D. J. & Bazargan, K., 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. 1757-1762 6 p. 8714937. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

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

Stream Processing
Energy Efficient
Latency
Neural Networks
Neural networks

HyperProtect: Enhancing the Performance of a Dynamic Backup System Using Intelligent Scheduling

Qin, Y., Hoffmann, B. & Lilja, D. J., May 9 2019, 2018 IEEE 37th International Performance Computing and Communications Conference, IPCCC 2018. Institute of Electrical and Electronics Engineers Inc., 8711182. (2018 IEEE 37th International Performance Computing and Communications Conference, IPCCC 2018).

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

Dynamical systems
Scheduling
Throughput
Data privacy
Scheduling algorithms
1 Citation (Scopus)

Low-cost stochastic hybrid multiplier for qantized neural networks

Li, B., Najafi, M. H. & Lilja, D. J., Mar 1 2019, In : ACM Journal on Emerging Technologies in Computing Systems. 15, 2, 18.

Research output: Contribution to journalArticle

Neural networks
Hardware
Costs
Transistors

NetStorage: A synchronized trace-driven replayer for network-storage system evaluation

Li, B., Wen, H., Toussi, F., Anderson, C., King-Smith, B. A., Lilja, D. J. & Du, D. H., Apr 1 2019, In : Performance Evaluation. 130, p. 86-100 15 p.

Research output: Contribution to journalArticle

Storage System
Synchronization
Trace
Evaluation
Managers