Serving DNNs in Real Time at Datacenter Scale with Project Brainwave von Chung, Eric, Fowers, Jeremy, Ovtcharov, Kalin, Papamichael, Michael, Caulfield, Adrian, Massengill, Todd, Liu, Ming, Lo, Daniel, Alkalay, Shlomi, Haselman, Michael, Abeydeera, Maleen, Adams, Logan, Angepat, Hari, Boehn, Christian, Chiou, Derek, Firestein, Oren, Forin, Alessandro, Gatlin, Kang Su, Ghandi, Mahdi, Heil, Stephen, Holohan, Kyle, El Husseini, Ahmad, Juhasz, Tamas, Kagi, Kara, Kovvuri, Ratna K., Lanka, Sitaram, van Megen, Friedel, Mukhortov, Dima, Patel, Prerak, Perez, Brandon, Rapsang, Amanda, Reinhardt, Steven, Rouhani, Bita, Sapek, Adam, Seera, Raja, Shekar, Sangeetha, Sridharan, Balaji, Weisz, Gabriel, Woods, Lisa, Yi Xiao, Phillip, Zhang, Dan, Zhao, Ritchie, Burger, Doug

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SWANN: Small-World Architecture for Fast Convergence of Neural Networks von Javaheripi, Mojan, Rouhani, Bita Darvish, Koushanfar, Farinaz

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CuRTAIL: ChaRacterizing and Thwarting AdversarIal Deep Learning von Javaheripi, Mojan, Samragh, Mohammad, Rouhani, Bita Darvish, Javidi, Tara, Koushanfar, Farinaz

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An Effectiveness Model for Enterprise Architecture Methodologies von Rouhani, Babak Darvish, Mahrin, Mohd Naz'ri, Shirazi, Hossein, Nikpay, Fatemeh, Rouhani, Bita Darvish

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RISE: An Automated Framework for Real-Time Intelligent Video Surveillance on FPGA von Rouhani, Bita Darvish, Mirhoseini, Azalia, Koushanfar, Farinaz

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ReDCrypt: Real-Time Privacy-Preserving Deep Learning Inference in Clouds Using FPGAs von Rouhani, Bita Darvish, Hussain, Siam Umar, Lauter, Kristin, Koushanfar, Farinaz

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Chime: Checkpointing Long Computations on Interm ittently Energized IoT Devices von Mirhoseini, Azalia, Rouhani, Bita Darvish, Songhori, Ebrahim, Koushanfar, Farinaz

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Flexible Transformations For Learning Big Data von Mirhoseini, Azalia, Songhori, Ebrahim M., Darvish Rouhani, Bita, Koushanfar, Farinaz

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Automated Real-Time Analysis of Streaming Big and Dense Data on Reconfigurable Platforms von Rouhani, Bita Darvish, Mirhoseini, Azalia, Songhori, Ebrahim M., Koushanfar, Farinaz

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Towards A Domain-Customized Automated Machine Learning Framework For Networks and Systems von Arzani, Behnaz, Rouhani, Bita

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DIGITAL WATERMARKING OF MACHINE LEARNING MODELS von Rouhani, Bita Darvish, Chen, Huili, Koushanfar, Farinaz

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Digital watermarking of machine learning models von Rouhani, Bita Darvish, Chen, Huili, Koushanfar, Farinaz

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Partitioned machine learning architecture von Rouhani, Bita Darvish, Mirhoseini, Azalia, Koushanfar, Farinaz

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AUTOMATED GENERATION OF MACHINE LEARNING MODELS FOR NETWORK EVALUATION von ROUHANI, Bita Darvish, ARZANI, Behnaz

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Towards A Domain-Customized Automated Machine Learning Framework For Networks and Systems von Arzani, Behnaz, Rouhani, Bita

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Hardware-based machine learning acceleration von Ghasemzadeh, Mohammad, Rouhani, Bita Darvish, Koushanfar, Farinaz

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Small-world nets for fast neural network training and execution von Javaheripi, Mojan, Rouhani, Bita Darvish, Koushanfar, Farinaz

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SWNet: Small-World Neural Networks and Rapid Convergence von Javaheripi, Mojan, Rouhani, Bita Darvish, Koushanfar, Farinaz

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BlackMarks: Blackbox Multibit Watermarking for Deep Neural Networks von Chen, Huili, Rouhani, Bita Darvish, Koushanfar, Farinaz

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AUTOMATED GENERATION OF MACHINE LEARNING MODELS FOR NETWORK EVALUATION von ROUHANI, Bita Darvish, ARZANI, Behnaz

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