Search Results - "2021 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)"

Work-in-Progress: Register File Management for PRET Machines by Kostal, Martin, Sojka, Michal

“…PREcision Timed (PRET) machines often use multithreading to achieve high CPU resources utilisation and time-determinism. Multithreading enables sharing most of…”
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Automated HW/SW Co-design for Edge AI: State, Challenges and Steps Ahead: Special Session Paper by Bringmann, Oliver, Ecker, Wolfgang, Feldner, Ingo, Frischknecht, Adrian, Gerum, Christoph, Hamalainen, Timo, Hanif, Muhammad Abdullah, Klaiber, Michael J., Mueller-Gritschneder, Daniel, Bernardo, Paul Palomero, Prebeck, Sebastian, Shafique, Muhammad

“…Gigantic rates of data production in the era of Big Data, Internet of Thing (IoT), and Smart Cyber Physical Systems (CPS) pose incessantly escalating demands…”
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Work-in-Progress: Early Power Estimation of CUDA-based CNNs on GPGPUs by Metz, Christopher A., Goli, Mehran, Drechsler, Rolf

“…The increasing application of Machine Learning (ML) techniques in the Internet of Things (IoT) devices has led designers to leverage ML accelerators like…”
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Emergent Design Challenges for Embedded Systems and Paths Forward: Mixed-criticality, Energy, Reliability and Security Perspectives: Special Session Paper by Sahoo, Siva Satyendra, Kumar, Akash, Decky, Martin, Wong, Samuel C.B., Merrett, Geoff V., Zhao, Yinyuan, Wang, Jiachen, Wang, Xiaohang, Singh, Amit Kumar

“…Modern embedded systems need to cater for several needs depending upon the application domain in which they are deployed. For example, mixed-critically needs…”
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Work-in-Progress: A Physically Realizable Backdoor Attack on 3D Point Cloud Deep Learning by Bian, Chen, Jiang, Wei, Zhan, Jinyu, Song, Ziwei, Wen, Xiangyu, Lei, Hong

“…Modern autonomous driving has widely used deep learning to process point cloud data. This application is widely deployed on embedded edge computing devices and…”
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Work-in-Progress: Critical-Weight Based Locking Scheme for DNN IP Protection in Edge Computing by Song, Ziwei, Jiang, Wei, Zhan, Jinyu, Wen, Xiangyu, Bian, Chen

“…It is a challenging task to resist illegal usage of Deep Neural Network (DNN) models in applications from edge computing. The existed protection method is…”
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Work-in-Progress: A Study of Transistor Degradation in Cyber-Physical System Control Devices by Millican, Spencer, Griffith, SueAnne

“…This work presents a plan for investigating transistor aging and degradation in cyber physical systems under attack. The authors discuss the importance of such…”
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Work-in-Progress: Improving Security and Maintainability in Modular Embedded Systems with Hardware Support by Malenko, Maja, Ribeiro, Leandro Batista, Baunach, Marcel

“…The current trend of transforming static embedded systems into open platforms (in which several software providers are able to directly load their software)…”
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Work-In-Progress: Learned Buffer Management: A New Frontier by Yuan, Yigui, Jin, Peiquan

“…Buffer management is a key issue in database systems and operating systems. Recently, with the advance of machine learning, it has been a new frontier to use…”
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Work-in-Progress: Achieving Fast Lane Detection of Autonomous Driving by CNN Based Differentiation by Zhou, Xingzhi, Zhan, Jinyu, Jiang, Wei

“…Lane detection is a challenging task in autonomous driving with strong requirements on real-time and high accuracy. Based on the theory of differential…”
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Work-in-Progress: The RISC-V Instruction Set Architecture Optimization and Fixed-point Math Library Co-design by Liu, Meng

“…In the field of IoT, RISC-V as an open-source instruction set shows great application potential. On the one hand, this is due to the low cost brought by the…”
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CODES+ISSS 2021 Message from the Program Chairs

“…Presents the introductory welcome message from the conference proceedings. May include the conference officers' congratulations to all involved with the…”
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