Harish Dattatraya Dixit

Silent Data Corruptions at Scale

Silent Data Corruption (SDC) can have negative impact on large-scale infrastructure services. SDCs are not captured by error reporting mechanisms within a Central Processing Unit (CPU) and hence...

Detecting silent data corruptions in the wild

Silent Errors within hardware devices occur when an internal defect manifests in a part of the circuit which does not have check logic to detect the incorrect circuit operation. The results of...

Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models

Soft error, namely silent corruption of signal or datum in a computer system, cannot be caverlierly ignored as compute and communication density grow exponentially. Soft error detection has been...

Silent Data Corruption: Test or Reliability Problem?

Silent Data Corruptions in Computing Systems: Early Predictions and Large-Scale Measurements

Silent Data Corruptions: The Stealthy Saboteurs of Digital Integrity

Server Life Extensions at Scale

CP-Bench: A PyTorch Test Suite to Detect AI Hardware Failure, Performance Degradation, and Silent Data Corruption

Hardware Sentinel: Protecting Software Applications from Hardware Silent Data Corruptions

SEVI: Silent Data Corruption of Vector Instructions in Hyper-Scale Datacenters

Hardware Telemetry at Scale: A Case Study on SSDs Endurance Monitoring in Datacenters

Hardware Remediation at Scale

RESIST: $\underline{\text{Res}}$ilience Against $\underline{\mathrm{S}}$ilent $\underline{\mathrm{S}}$ilicon $\underline{\mathrm{T}}$hreats - A Cross-Layer Perspective (Tutorial)

Meta's Second Generation AI Chip: Model-Chip Co-Design and Productionization Experiences

Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models

Veritas - Demystifying Silent Data Corruptions: μArch-Level Modeling and Fleet Data of Modern x86 CPUs

PinDrop: Breaking the Silence on SDCs in a Large-Scale Fleet

From Gates to SDCs: Understanding Fault Propagation Through the Compute Stack