Is Your Voltage Drop Flow Obsolete?


Voltage drop at advanced nodes is a deadly serious problem that has become unmanageable with the methodologies used by most chip designers today. This article will cover the reasons why power integrity has risen to a top-of-mind concern and why it has become almost impossible for today’s EDA tools to measure and fix it. We will then look at some radical methodology rethinking that is needed t... » read more

Damage Detection For Reliable Microelectronics


Over the past few years, the reliability and safety of electronic systems have become increasingly more important. Ongoing digitalization has made these systems an integral part of many items of daily use. This means that failures are becoming more and more critical as they can cause considerable disruption – even when they occur in consumer electronics. Today, electronics are also indispensa... » read more

Neural Network Model Quantization On Mobile


The general definition of quantization states that it is the process of mapping continuous infinite values to a smaller set of discrete finite values. In this blog, we will talk about quantization in the context of neural network (NN) models, as the process of reducing the precision of the weights, biases, and activations. Moving from floating-point representations to low-precision fixed intege... » read more

Reduce Data Center Over-Provisioning And Stranded Capacity For Sustainability


In the ever-evolving landscape of data centers, the issue of stranded capacity has become a significant concern for operators. Stranded capacity refers to the underutilization of resources. It is best referred to as the elephant in the data center due to the enormity of its impact. The losses are even more significant for the enterprise data center categories at above 40%. This outcome n... » read more

The Power Of HBM3 Memory For AI Training Hardware


AI training data sets are constantly growing, driving the need for hardware accelerators capable of handling terabyte-scale bandwidth. Among the array of memory technologies available, High Bandwidth Memory (HBM) has emerged as the memory of choice for AI training hardware, with the most recent generation, HBM3, delivering unrivaled memory bandwidth. Let’s take a closer look at this important... » read more

RTL Optimization Best Practices Help To Achieve Power Goals And Identify Reliability Issues Earlier


Designers face enormous challenges for low-power designs. Whether it is IoT at the edge, AI in the datacenter, robotics or ADAS, the demand for increased functionality and higher performance in SoCs is rapidly stretching power budgets to their breaking point. Power must be considered at every stage of chip design. Waiting to address power until late in the design cycle – post-netlist or durin... » read more

Can Software Testing Deliver ROI?


Innovation happens at a lightning pace, where software applications must follow suit or risk obsolescence. Consequently, quality assurance (QA) teams face a constant battle to ensure functionality, quality, and speed of release for their digital products. Software testing is critical to deliver in the face of this ever-increasing pressure. However, it is often seen as a burden, a cost center th... » read more

Memory Technologies Key To Advancing AI Applications


Memory is an integral component in every computer system, from the smartphones in our pockets to the giant data centers powering the world’s leading-edge AI applications. As AI continues to rise in reach and complexity, the demand for more memory from data center to endpoints is reshaping the industry’s requirements and traditional approaches to memory architectures. According to OpenAI,... » read more

Latency Considerations For 1.6T Ethernet Designs


Since its 1980s debut with 10Mbps shared LANs over coaxial cables, Ethernet has seen consistent advancements, now with the potential to support speeds up to 1.6Tbps. This progression has allowed Ethernet to serve a wider range of applications, such as live streaming, Radio Access Networks and industrial control, emphasizing the importance of reliable packet transfer and quality of service. With... » read more

Arm A-Profile Architecture Developments 2023


As computing demands continue to evolve with the rise of artificial intelligence (AI) and advancing security threats, it is imperative that the foundational computing architecture at the heart of the world’s devices continues to evolve. This is why our engineering teams add new features and technologies to the pervasive Arm architecture, with the software teams then ensuring that software lan... » read more

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