A real-time kernel was not enough: what our 10 ms Linux control test showed
Measured results from two Raspberry Pi pilot controllers show why PREEMPT_RT and explicit SCHED_FIFO policy both mattered for a 10 ms loop.
Latest analysis
Published analyses: 6
Store-and-forward telemetry: design for the outage, not the demo
A practical design for durable industrial edge telemetry: bounded local storage, sequence-aware replay, deduplication, and honest data freshness.
Safe remote machine updates require more than a rollback button
A rigorous remote-update design for industrial machines: signed artifacts, compatibility gates, staged rollout, health evidence, and tested recovery.
The Control Loop Belongs at the Edge: A Practical Architecture for Cloud-Connected Industrial Automation
A practical industrial edge computing architecture for deterministic machine control, resilient telemetry, secure remote access, and safe software updates.
Modbus to cloud without putting the cloud in the control loop
A practical Modbus-to-cloud architecture that preserves local control, adds semantic signal models, limits write risk, and survives lost connectivity.
The 2026–2027 Cyber Resilience Act checklist for machine OEMs
A practical CRA work plan for machine builders: scope, product inventory, SBOM, vulnerability handling, reporting drills, support periods, and evidence.
Bring us the machine, constraints, and failure cases.
We will examine where control should run, what belongs in the service layer, and how remote operations can fail without stopping the machine.