Harnessing the Power of GPUs to Speed Up Feature Selection for Outlier Detection
Fatemeh Azmandian Member, IEEE, Ayse Yilmazer Student Member, IEEE, Jennifer G. Dy Member, IEEE Javed A. Aslam IEEE, Jennifer G. Dy Member, ACM David R. Kaeli Fellow, IEEE, Member, ACM
Published in Journal of computer science and technology (01.05.2014)
Published in Journal of computer science and technology (01.05.2014)
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Journal Article
Machine Learning-Based Determination of Sampling Depth for Complex Environmental Systems: Case Study with Single-Cell Raman Spectroscopy Data in EBPR Systems
Li, Guangyu, Wu, Chieh, Wang, Dongqi, Srinivasan, Varun, Kaeli, David R., Dy, Jennifer G., Gu, April Z.
Published in Environmental science & technology (20.09.2022)
Published in Environmental science & technology (20.09.2022)
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Journal Article
Framework for denoising Monte Carlo photon transport simulations using deep learning
Raayai Ardakani, Matin, Yu, Leiming, Kaeli, David R., Fang, Qianqian
Published in Journal of biomedical optics (01.08.2022)
Published in Journal of biomedical optics (01.08.2022)
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Journal Article
A Comprehensive Evaluation of the Effects of Input Data on the Resilience of GPU Applications
Previlon, Fritz G., Kalra, Charu, Kaeli, David R., Rech, Paolo
Published in 2019 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT) (01.10.2019)
Published in 2019 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT) (01.10.2019)
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Conference Proceeding
Combining architectural fault-injection and neutron beam testing approaches toward better understanding of GPU soft-error resilience
Previlon, Fritz G., Egbantan, Babatunde, Tiwari, Devesh, Rech, Paolo, Kaeli, David R.
Published in 2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS) (01.08.2017)
Published in 2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS) (01.08.2017)
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Conference Proceeding
A reuse-based refresh policy for energy-aware eDRAM caches
Valero, Alejandro, Petit, Salvador, Sahuquillo, Julio, Kaeli, David R., Duato, José
Published in Microprocessors and microsystems (01.02.2015)
Published in Microprocessors and microsystems (01.02.2015)
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Journal Article
Securing virtual execution environments through machine learning-based intrusion detection
Azmandian, Fatemeh, Kaeli, David R., Dy, Jennifer G., Aslam, Javed A.
Published in 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2015)
Published in 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2015)
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Conference Proceeding
Quality of Service-Aware Dynamic Voltage and Frequency Scaling for Mobile 3D Graphics Applications
Farazmand, Navid, Kaeli, David R.
Published in 2017 IEEE International Conference on Computer Design (ICCD) (01.11.2017)
Published in 2017 IEEE International Conference on Computer Design (ICCD) (01.11.2017)
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Conference Proceeding
Predicting indirect branches via data compression
Kalamatianos, J., Kaeli, D.R.
Published in Proceedings of the annual International Symposium on Microarchitecture (1998)
Published in Proceedings of the annual International Symposium on Microarchitecture (1998)
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Conference Proceeding
Journal Article
Eliminating microarchitectural dependency from Architectural Vulnerability
Sridharan, V., Kaeli, D.R.
Published in 2009 IEEE 15th International Symposium on High Performance Computer Architecture (01.02.2009)
Published in 2009 IEEE 15th International Symposium on High Performance Computer Architecture (01.02.2009)
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Conference Proceeding
Analysis of temporal-based program behavior for improved instruction cache performance
Kalamatianos, J., Khalafi, A., Kaeli, D.R., Meleis, W.
Published in IEEE transactions on computers (01.02.1999)
Published in IEEE transactions on computers (01.02.1999)
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Journal Article
Exploring the Potential for Collaborative Data Compression and Hard-Error Tolerance in PCM Memories
Jadidi, Amin, Arjomand, Mohammad, Tavana, Mohammad Khavari, Kaeli, David R., Kandemir, Mahmut T., Das, Chita R.
Published in 2017 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (01.06.2017)
Published in 2017 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (01.06.2017)
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Conference Proceeding
Calculating Architectural Vulnerability Factors for Spatial Multi-Bit Transient Faults
Wilkening, Mark, Sridharan, Vilas, Si Li, Previlon, Fritz, Gurumurthi, Sudhanva, Kaeli, David R.
Published in 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture (01.12.2014)
Published in 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture (01.12.2014)
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Conference Proceeding
Evaluating the Resilience of Parallel Applications
Wilkening, Mark, Previlon, Fritz, Kaeli, David R., Gurumurthi, Sudhanva, Raasch, Steven, Sridharan, Vilas
Published in 2018 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT) (01.10.2018)
Published in 2018 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT) (01.10.2018)
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Conference Proceeding