Cloud platforms today have been deploying hardware accelerators like neural processing
units (NPUs) for powering machine learning (ML) inference services. To maximize the …

Backpack computers require powerful, intelligent computing capabilities for field wearables
while taking energy consumption into careful consideration. A recommended solution for this …

Trusted execution environment (TEE) promises strong security guarantee with hardware
extensions for security-sensitive tasks. Due to its numerous benefits, TEE has gained …

Modern cloud platforms have been employing hardware accelerators such as neural
processing units (NPUs) to meet the increasing demand for computing resources for AI …

With the advancement of artificial intelligence, the collaboration of multiple deep neural
networks (DNNs) has been crucial to existing embedded systems and cloud systems …

Recently, AI systems such as autonomous driving and smart homes have become integral to
daily life. Intelligent multi-sensors, once limited to single data types, now process complex …

Recently, tensor algebra have witnessed significant applications across various domains.
Each operator in tensor algebra features different computational workload and precision …

Modern cloud platforms have deployed neural processing units (NPUs) to meet the
increasing demand for machine learning (ML) services. However, the current way of using …