Abstract: Recent interest in Edge/Fog Computing has pushed IoT Platforms to support a broader range of general-purpose work- loads. We propose a design of an IoT Platform called OneOS, inspired by Distributed OS and micro-kernel principles, providing a single system image of the IoT network. OneOS aims to preserve the portability of applications by reusing a subset of the POSIX interface at a higher layer over a flat group of Actors. As a distributed middleware, OneOS achieves its goal through evaluation context replacement, which enables a process to run in a virtual context rather than its local context.
- Characterizing and Improving Resilience of Accelerators to Memory Errors in Autonomous Robots
- EdgeEngine: A Thermal-Aware Optimization Framework for Edge Inference
- Evaluating the Effect of Common Annotation Faults on Object Detection Techniques
- Resilience Assessment of Large Language Models under Transient Hardware Faults
- Mixed Precision Support in HPC Applications: What About Reliability?
- Towards Reliability Assessment of Systolic Arrays against Stuck-at Faults
- Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction
- Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults
- A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks
- SwarmFuzz: Discovering GPS Spoofing Attacks in Drone Swarms
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