Helios Edge Framework
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CoreM2M Helios Edge Framework
High-Performance Embedded Edge Analytics
Stop building custom telemetry infrastructure from scratch
Helios processes, decodes, and stores high-resolution field signals directly on-device
Why Choose Helios?
Optimize Cloud Costs & Bandwidth
Standard telemetry pipelines stream raw, uncompressed signals over cellular connections, driving up monthly data bills. Helios optimizes your cloud footprint by handling heavy processing locally on the box
Retain Pure Data Ownership
Keep your data in open, highly portable formats that easily integrate into any current or future cloud platform
Rapid Deployment Without System Bloat
Our advanced build system builds, tunes, and delivers custom firmware images directly to your hardware. By removing unnecessary documentation, unused drivers, and redundant kernel overhead, Helios slashes image sizes by 100+ MB. This creates a smaller attack surface, speeds up Over-the-Air (OTA) updates, and maximizes hardware efficiency.
How Helios Works: A Unified Edge Pipeline
Step 1: Unify Signal Inputs:
Every data source, including CAN/CAN-FD, GPS, modem status, board sensors, and system D-Bus, publishes to a single IPC bus.
Step 2: Flexible Subscriptions:
Custom modules and writers subscribe to live streams as needed. Stream live data directly into your own applications or write structured histories using SQLite and MF4 formats.
Step 3: Local Archiving:
SQLite feeds an open Parquet archive. Keep every high-resolution signal or apply optional data-thinning to retain months of local history ready for instant on-box SQL queries.
Step 4: On-Box & Cloud Intelligence:
Execute local intelligence apps directly on the machine. Run custom scripts, visualize web dashboards, and trigger instant alerts locally while seamlessly syncing curated summaries to your cloud architecture.
Modular Features & Firmware Capabilities
We build, tune, and customize each firmware image to meet your exact deployment requirements.
Protocol & Bus Decoding
Decode any vehicle or machine bus out-of-the-box using standard DBC files, J1939 protocols, or your own custom decoders.
Flexible Runtimes
Run your software seamlessly on-device using containerized Docker, Python, Node.js, .NET, or Node-RED.
Advanced Connectivity
Maintain robust site links using self healing WiFi Mesh across off-grid job sites, Ethernet gateways, or serial-to-network bridges.
Precision Navigation & Timing
Sync
Device clocks accurately to GPS signals through tunnels, or integrate centimeter-accurate RTK navigation for high precision applications like agriculture.
Hardware Acceleration & AI
Offload compute-heavy math and visual processing to GPU compute, record/stream video, and deploy on-device AI inference for camera object detection locally before pushing alerts up to the cloud.
Hardened Security & Reliability
Protect hardware with software watchdogs, Out-of-Memory guards, compressed RAM swap, and strict security lockouts that block hazardous kernel options.
