A range of views, including those of executives, technologists, and industry enthusiasts, contribute to the ITTIA Blogs. With our network of embedded experts, partners, and associates, we aim to promote dialogue and the exchange of ideas about the rapidly changing field of intelligent data management for AI and IoT on embedded systems. Therefore, our blogs contain important updates and insights from developers, scientists and experts who gained our respect in the embedded industry.
Edge Data Cleaning on STM32 Devices
Clean data is the real intelligence behind Edge AI. Without trustworthy, well-structured data, even the most advanced models become fragile and unreliable in real-world conditions. On STM32 devices,…
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The Hidden Danger of Mixed Workloads on the Same Flash in ECUs
Mixed workloads on shared flash aren’t just a performance issue, they’re a reliability risk. ECUs accumulate technical debt that leads to latency spikes, failed updates, and shorter device lifetimes…
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Not All Flash Is Equal: The Hidden Data Challenges of NOR, NAND, and SD
One of the biggest, and most costly, mistakes in embedded system design is choosing the wrong hardware from the start. In particular, your MCU/SoC platform and storage choices directly determine…
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The Missing Layer in Edge AI for SDV
Determinism is critical for Software-Defined Vehicle (SDV) devices, where every data operation must behave predictably under real-time and safety constraints, and that’s exactly what the ITTIA DB…
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