Filters: Author is Azalia Mirhoseini [Clear All Filters]
"ExtDict: Extensible Dictionaries for Data- and Platform-Aware Large-Scale Learning", International Parallel & Distributed Processing Symposium (IPDPS): IEEE, 2017.
"TinyDL: Just-In-Time Deep Learning Solution For Constrained Embedded Systems", International Symposium on Circuits and Systems (ISCAS): IEEE, 2017.
"CryptoML: Secure Outsourcing of Big Data Machine Learning Applications", IEEE International Symposium on Hardware Oriented Security and Trust(HOST), May, 2016.
"Perform-ML: Performance Optimized Machine Learning by Platform and Content Aware Customization", Design Automation Conference (DAC), June, 2016.
"Chime: Checkpointing long computations on intermittently energized IoT devices", IEEE Transactions on Multi-Scale Computing Systems (TMSCS), vol. 2, issue 99, 1/2016.
"Automated Real-Time Analysis of Streaming Big and Dense Data on Reconfigurable Platforms", ACM Transactions on Reconfigurable Technology and Systems (TRETS), 2016.
"DeLight: Adding Energy Dimension To Deep Neural Networks", International Symposium on Low Power Electronics and Design (ISLPED), San Francisco, ACM, 2016.
"Going deeper than deep learning for massive data analytics under physical constraints", Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2016.
"Flexible Transformations For Learning Big Data", ACM SIGMETRICS Performance Evaluation Review, 2015.
"Automated checkpointing for enabling intensive applications on energy harvesting devices", 2013 IEEE International Symposium on Low Power Electronics and Design (ISLPED)International Symposium on Low Power Electronics and Design (ISLPED), pp. 27 - 32, September, 2013.
"Coding-based Energy Minimization for Phase Change Memory", Design Automation Conference (DAC), June, 2012.
"Hybrid Heterogeneous Energy Supply Networks", IEEE International Symposium on Circuits and Systems (ISCAS), May, 2011.
"HypoEnergy: Hybrid supercapacitor-battery power-supply optimization for Energy efficiency", Design, Automation, and Test in Europe conference (DATE), March, 2011.
"Learning to Manage Combined Energy Supply Systems", International Symposium on Low Power Electronics and Design (ISLPED), pp. in press, August, 2011.
"A Unified Framework for Multimodal Submodular Integrated Circuits Trojan Detection", IEEE Transactions on Information Forensics and Security, vol. 6, no. 1, pp. 162 -174, 3/2011.
"A unified framework for multimodal submodular IC trojan detection", Information Hiding Conference, May, 2010.
"Real time emulations: foundation and applications", Design Automation Conference (DAC), June, 2010 .