Deep neural networks (DNNs) are being incorporated in resource-constrained IoT devices,
which typically rely on reduced memory footprint and low-performance processors. While …

Transient hardware faults during the execution of a program can cause data corruptions. We
present HAFT, a fault tolerance technique using hardware extensions of commodity CPUs to …

Abstract Systems and methods for implementing a lightweight checkpoint technique for
resilience against soft errors are disclosed. The technique provides effective, safe, and …

Future cyber-physical systems are expected to be dynamic, evolving while already being
deployed. Frequent updates of software components are likely to become the norm even for …

Accelerators make the task of building systems that are re-silient against transient errors like
voltage noise and soft errors hard. Architects integrate accelerators into the system as black …

Soft errors are considered as the main reliability challenge for sub-nanoscale
microprocessors. Software-level soft error resilience schemes are desirable because they …

Existing software development methodologies mostly assume that an application runs on a
single device without concern about the non-functional requirements of an embedded …

Fault tolerance plays a significant role in the safety-critical system design that enables a
system to continue performing its intended functions in presence of faults. Redundancy is …

Hardware faults can cause data corruptions during computation, and they are especially
harmful if these corruptions happen in data pointers. Existing solutions, however, incur high …

As semiconductor technology scales, modern microprocessors are more vulnerable to
transient faults. Software-level fault tolerance schemes are promising because they can …