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2019

Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long shortterm memory

Lin, Y. W., Zhou, Y., Faghri, F., Shaw, M. J. & Campbell, R. H., Jan 1 2019, In : PloS one. 14, 7, e0218942.

Research output: Contribution to journalArticle

Open Access
Intensive care units
Recurrent neural networks
artificial intelligence
Short-Term Memory
neural networks

Attack directories, not caches: Side channel attacks in a non-inclusive world

Yan, M., Sprabery, R., Gopireddy, B., Fletcher, C. W., Campbell, R. H. & Torrellas, J., May 2019, Proceedings - 2019 IEEE Symposium on Security and Privacy, SP 2019. Institute of Electrical and Electronics Engineers Inc., p. 888-904 17 p. 8835325. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2019-May).

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

Data storage equipment
Servers
Hardware
Bandwidth
Engineers

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., Chan, M. & Mchenry, K., 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

Curios: Improving reliability through operating system structure

David, F. M., Chan, E. M., Carlyle, J. C. & Campbell, R. H., Jan 1 2019, Proceedings of the 8th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2008. USENIX Association, p. 59-72 14 p. (Proceedings of the 8th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2008).

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

Processing
Experiments

Fast generation for convolutional autoregressive models

Ramachandran, P., Le Paine, T., Khorrami, P., Babaeizadeh, M., Chang, S., Zhang, Y., Hasegawa-Johnson, M., Campbell, R. & Huang, T., Jan 1 2019.

Research output: Contribution to conferencePaper

training method
performance
Nave
Model-making
Cache

Model-Based Reinforcement Learning for Atari

Campbell, R., Mar 2019.

Research output: Contribution to conferencePaper

Reinforcement learning
Learning algorithms
Experiments

Shared polygenic risk and causal inferences in amyotrophic lateral sclerosis

The ITALSGEN Consortium & The International ALS Genomics Consortium, Apr 2019, In : Annals of Neurology. 85, 4, p. 470-481 12 p.

Research output: Contribution to journalArticle

Amyotrophic Lateral Sclerosis
Genome-Wide Association Study
Linkage Disequilibrium
Random Allocation
Smoking