category: Blogs – LPHP

category: Auto, Security & Edge AI

AI Moves Out Of The Cloud And Onto The Edge
By Lee Vick - 11 Dec, 2025 - Comments: 0

The impact of AI to date, in the cloud, is undisputed, but the question we must answer going forward is whether we can only expect more of the same or whether there is a fundamental shift looming that will change everything. Today, we will explore historical data to find patterns repeated through the ages to help us see what I will attempt to prove is imminent. A brief history of time… keepi... » read more

MIPI CSI-2 Provides The Backbone Of Automotive Sensor Networks
By Simon Bussières - 11 Dec, 2025 - Comments: 0

As the automotive sector accelerates toward higher levels of autonomy, the complexity and scale of sensor networks within vehicles are rapidly expanding. For semiconductor engineers, the challenge is not only to deliver high-performance silicon but also to ensure robust, scalable, and secure data transport across heterogeneous sensor arrays. The MIPI CSI-2 protocol has emerged as the de facto s... » read more

Next Generation AI: Transitioning Inference From The Cloud To The Edge
By Paul Karazuba - 11 Dec, 2025 - Comments: 0

AI inference deployments are increasingly focused on the edge as manufacturers seek the consistent latency, enhanced privacy, and reduced operational costs they can’t achieve in cloud-based deployments. While cloud-based platforms provide incredible computational power and enable widely adopted services, the dependence on network connectivity inherently creates variability, cost and security ... » read more

Thermal Management In 3D-IC: Modeling Hotspots, Materials, & Cooling Strategies
By Reela Samuel - 11 Dec, 2025 - Comments: 1

As three-dimensional integrated circuit (3D-IC) technology becomes the architectural backbone of AI, high-performance computing (HPC), and advanced edge systems, thermal management has shifted from a downstream constraint to a fundamental design driver. The dense vertical integration that enables unprecedented performance also concentrates heat at levels that traditional two-dimensional design ... » read more

Rethinking The Role Of CPUs In AI: A Practical RAG Implementation
By Odin Shen - 11 Dec, 2025 - Comments: 0

In many enterprise environments, engineers and technical staff need to find information quickly. They search internal documents such as hardware specifications, project manuals, and technical notes. These materials are often scattered, making traditional search inefficient. These documents are often confidential or proprietary. This constraint prevents these documents from being processed by... » read more

Harness Simulation To Connect To Industry 5.0
By Scott Parent - 11 Dec, 2025 - Comments: 0

Industry 5.0 represents a significant evolution in industrial processes, focusing on integrating human-centric approaches with advanced technologies. Unlike Industry 4.0, which emphasizes automation and digitalization, Industry 5.0 prioritizes collaboration between humans and technology. This approach broadens the scope of industrial advancements to include societal contributions alongside prod... » read more

Streamlining DO-254 Compliance: The Power Of Automated Clock-Domain Crossing Verification
By Kurt Takara - 11 Dec, 2025 - Comments: 0

In the realm of safety-critical electronic hardware, particularly those governed by DO-254 compliance directives, ensuring design integrity is paramount. One of the most insidious challenges designers face is clock-domain crossing (CDC) violations. When data moves between asynchronous clock domains, it can lead to metastability issues, causing unpredictable behavior, data loss or corruption, an... » read more

Opportunities And Challenges With Open-Source Hardware In System Development
By Roland Jancke - 13 Nov, 2025 - Comments: 0

For many years now, there has been a trend toward open source in the field of system development. It can be seen in software libraries for the product itself as well as in development tools. A clear motivation for open source lies in the fact that not charging license fees makes a product more attractive on the market. It may also enable further development of the software component, dependi... » read more

Scaling AI Infrastructure: The Critical Role Of PCIe 7.0 Retimers
By Lou Ternullo - 13 Nov, 2025 - Comments: 0

In a previous blog, Scaling in the AI Era: The Role of PCI Express 7.0 Switches in Next-Gen Data Centers, we explored how PCIe 7.0 switches enable high-bandwidth, low-latency interconnects for AI-driven data centers. Switches are essential for building flexible, composable architectures that connect thousands of GPUs, accelerators, and memory subsystems. But as AI clusters grow in size and comp... » read more

Accellera Standard Supports Hierarchical Data Model For CDC And RDC Analysis
By Farhad Ahmed - 13 Nov, 2025 - Comments: 0

The hierarchical flow for clock domain crossing (CDC) and reset domain crossing (RDC) is a methodology used in the verification of large, complex digital integrated circuits. It's a divide-and-conquer approach that significantly improves the efficiency and turnaround time for ensuring design reliability against metastability and other issues at asynchronous boundaries. Questa CDC and RDC sol... » read more

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