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SoC / Application Processor Systems

Core architectures, memory & boot, graphics/video/AI, high-speed I/O, OS & software, security & reliability, power & thermal, packaging & HW design, applications, key specs, and design hooks.

Cores & Architecture

ARM Cortex-A Series

Out-of-order, multi-level cache, MMU; mainstream for industrial HMI and edge compute.

x86 SoC Platforms

Rich PC/industrial ecosystem with PCIe, graphics and storage; HMI, gateways, edge servers.

Memory & Boot

DDR Controller

Data rate/width, ECC options and SI with length matching for DDR3/4/LPDDR4/5.

Non-Volatile Boot

XIP/high-speed boot via NOR/OSPI; bad-block management for NAND; eMMC/SD options.

Graphics / Video / AI

GPU Graphics

2D/3D UI, compositor pipelines and multi-display layouts.

Video Codec (VPU)

H.264/H.265/AV1 encode/decode lanes, 4K/8K frame rates and low-latency modes.

High-Speed I/O & Connectivity

PCIe Controller

Root complex/endpoint roles, switching/expansion and NVMe/accelerator support.

Ethernet MAC & TSN

1G/2.5G/10G with PTP hardware timestamping and embedded switching/TSN.

General Peripherals

I²C/SPI/UART/I³C, SDIO/QSPI/OSPI for management and peripheral bridging.

OS & Software Stack

Security & Reliability

TrustZone-A / TEE

Trusted execution with secure storage, key management and trusted updates.

Power & Thermal

Thermal Design

TJ/θ metrics, throttling policies and cooling (airflow/heatsink).

Packaging & HW Design

DDR Layout/Eye

Length matching/impedance/fly-by; simulate corners and margins.

Application-Focused

Key Specs & Selection

Multimedia & AI

GPU/VPU/NPU performance, codec formats/frame-rates and AI TOPS/ops.

I/O

PCIe lanes, USB/Ethernet count & rates, display/camera ports.

Security

Secure boot/TEE, crypto engines, TPM/SE and lifecycle support.

Supply & Ecosystem

Mainline support, BSP completeness, 10–15y longevity and docs/community.

Design Hooks & Pitfalls

Secure Chain

Cert/key injection, debug-port lockdown and OTA rollback plans.

Fleet / DevOps

Monitoring/logging, A/B images and device identity management.

Quick Pairings

Edge-AI Gateway

Cortex-A76/A55 big.LITTLE + NPU, 2×GbE TSN, NVMe over PCIe, Yocto and TPM.

Multi-Screen HMI

Quad Cortex-A53 with GPU/VPU, dual DSI/eDP, touch, secure boot and quiet PMIC.

Industrial Vision

RISC-V/ARM multi-core, multi-CSI-2, VPU/NPU and TSN switch with HW timestamping.