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Moca: Memory-centric, adaptive execution for multi-tenant deep neural networks
Driven by the wide adoption of deep neural networks (DNNs) across different application
domains, multi-tenancy execution, where multiple DNNs are deployed simultaneously on …
domains, multi-tenancy execution, where multiple DNNs are deployed simultaneously on …
Aurora: Virtualized accelerator orchestration for multi-tenant workloads
With the widespread adoption of deep neural networks (DNNs) across applications, there is
a growing demand for DNN deployment solutions that can seamlessly support multi-tenant …
a growing demand for DNN deployment solutions that can seamlessly support multi-tenant …
Earable computing: A new area to think about
This position paper argues that earphones hold the potential for major disruptions in mobile,
wearable computing. The early signs are positive and the industrial wheels are in motion …
wearable computing. The early signs are positive and the industrial wheels are in motion …
E-gaze: Gaze estimation with event camera
Near-eye gaze estimation is a task that maps the recording of an eye captured by an
adjacent camera to the direction of a person's gaze in space. In contrast to frame-based …
adjacent camera to the direction of a person's gaze in space. In contrast to frame-based …
Carbon-efficient design optimization for computing systems
The world's push toward an environmentally sustainable society is highly dependent on the
semiconductor industry, due to carbon footprints of global-scale sources such as computing …
semiconductor industry, due to carbon footprints of global-scale sources such as computing …
Rosé: A hardware-software co-simulation infrastructure enabling pre-silicon full-stack robotics soc evaluation
Robotic systems, such as autonomous unmanned aerial vehicles (UAVs) and self-driving
cars, have been widely deployed in many scenarios and have the potential to revolutionize …
cars, have been widely deployed in many scenarios and have the potential to revolutionize …
[PDF][PDF] Security and privacy for augmented reality: Our 10-year retrospective
Almost exactly 10 years ago, in May 2011, we submitted our first paper on security and
privacy for emerging augmented reality (AR) systems [15], to the 2011 USENIX Workshop on …
privacy for emerging augmented reality (AR) systems [15], to the 2011 USENIX Workshop on …
Holoar: On-the-fly optimization of 3d holographic processing for augmented reality
Hologram processing is the primary bottleneck and contributes to more than 50% of energy
consumption in battery-operated augmented reality (AR) headsets. Thus, improving the …
consumption in battery-operated augmented reality (AR) headsets. Thus, improving the …
HPVM2FPGA: Enabling true hardware-agnostic FPGA programming
Current FPGA programming tools require extensive hardware-specific manual code tuning
to achieve performance, which is intractable for most software application teams. We present …
to achieve performance, which is intractable for most software application teams. We present …
Programmable Olfactory Computing
While smell is arguably the most visceral of senses, olfactory computing has been barely
explored in the mainstream. We argue that this is a good time to explore olfactory computing …
explored in the mainstream. We argue that this is a good time to explore olfactory computing …