Intelligence beyond the edge: Inference on intermittent embedded systems
Energy-harvesting technology provides a promising platform for future IoT applications.
However, since communication is very expensive in these devices, applications will require …
However, since communication is very expensive in these devices, applications will require …
Deepiot: Compressing deep neural network structures for sensing systems with a compressor-critic framework
Recent advances in deep learning motivate the use of deep neutral networks in sensing
applications, but their excessive resource needs on constrained embedded devices remain …
applications, but their excessive resource needs on constrained embedded devices remain …
A reconfigurable energy storage architecture for energy-harvesting devices
Battery-free, energy-harvesting devices operate using energy collected exclusively from
their environment. Energy-harvesting devices allow maintenance-free deployment in …
their environment. Energy-harvesting devices allow maintenance-free deployment in …
Time-sensitive intermittent computing meets legacy software
Tiny energy harvesting sensors that operate intermittently, without batteries, have become
an increasingly appealing way to gather data in hard to reach places at low cost. Frequent …
an increasingly appealing way to gather data in hard to reach places at low cost. Frequent …
Camaroptera: A long-range image sensor with local inference for remote sensing applications
Batteryless image sensors present an opportunity for long-life, long-range sensor
deployments that require zero maintenance, and have low cost. Such deployments are …
deployments that require zero maintenance, and have low cost. Such deployments are …
FaceBit: Smart face masks platform
The COVID-19 pandemic has dramatically increased the use of face masks across the
world. Aside from physical distancing, they are among the most effective protection for …
world. Aside from physical distancing, they are among the most effective protection for …
ebp: A wearable system for frequent and comfortable blood pressure monitoring from user's ear
Frequent blood pressure (BP) assessment is key to the diagnosis and treatment of many
severe diseases, such as heart failure, kidney failure, hypertension, and hemodialysis …
severe diseases, such as heart failure, kidney failure, hypertension, and hemodialysis …
Rehash: A flexible, developer focused, heuristic adaptation platform for intermittently powered computing
Battery-free sensing devices harvest energy from their surrounding environment to perform
sensing, computation, and communication. This enables previously impossible applications …
sensing, computation, and communication. This enables previously impossible applications …
Transactional concurrency control for intermittent, energy-harvesting computing systems
Batteryless energy-harvesting devices are computing platforms that operate in environments
where batteries are not viable for energy storage. Energy-harvesting devices operate …
where batteries are not viable for energy storage. Energy-harvesting devices operate …
Zygarde: Time-sensitive on-device deep inference and adaptation on intermittently-powered systems
We propose Zygarde--which is an energy--and accuracy-aware soft real-time task
scheduling framework for batteryless systems that flexibly execute deep learning tasks1 that …
scheduling framework for batteryless systems that flexibly execute deep learning tasks1 that …