AI & IP In Edge Computing For Faster 5G And The IoT


Edge computing, which is the concept of processing and analyzing data in servers closer to the applications they serve, is growing in popularity and opening new markets for established telecom providers, semiconductor startups, and new software ecosystems. It’s brilliant how technology has come together over the last several decades to enable this new space starting with Big Data and the idea... » read more

The Emergence Of Hardware As A Key Enabler For The Age Of Artificial Intelligence


Over the past few decades, software has been the engine of innovation for countless applications. From PCs to mobile phones, well-defined hardware platforms and instruction set architectures (ISA) have enabled many important advancements across vertical markets. The emergence of abundant-data computing is changing the software-hardware balance in a dramatic way. Diverse AI applications in fa... » read more

Machine Learning Enabled Root Cause Analysis For Low Power Verification


By Himanshu Bhatt and Susantha Wijesekara Next-generation SoCs with advanced graphics, computing and artificial intelligence capabilities are posing unforeseen challenges in verification. Designers and verification engineers using static verification technologies for low power often see many violations in the initial stages. Efficient debugging and determining root cause is a real issue and ... » read more

Essential DDR5 Features Designers Must Know


JEDEC has defined and developed three DDR standards – standard DDR, mobile DDR, and graphic DDR – to help designers meet their memory requirements. DDR5 will support a higher data rate (up to 6400 Mb/s) at a lower I/O Voltage (1.1V) and a higher density (based on 16Gb DRAM dies) than DDR4. DDR5 DRAMs and dual-inline memory modules (DIMMs) are expected to hit the market in 2020. This article... » read more

The Need For 3D IC Packaging And Design Evolution


If you are familiar with Moore’s Law, you’ve probably read pronouncements that the premise of transistor counts doubling each year is reaching a wall due to complex process technologies and device physics limitations. Regardless of how well transistor counts continue to scale, market segments continue to drive the thirst for more compute performance and fast time to markets. Artificial i... » read more

Simulation: Balancing Speed And Debug


There’s an old saying about simulation: “It’s all about the need for speed.” Simulation is the core technology for functional verification of semiconductors, and the demand for higher runtime performance never ebbs. Larger chips require more complex testbenches and much larger test suites since verification grows exponentially with increase in design size. With the diminishing return an... » read more

Die-to-Die Connectivity With High-Speed SerDes PHY IP


Hyperscale data center, artificial intelligence (AI), and networking SoCs have become more complex with advanced functionalities and have reached maximum reticle sizes. Designers are partitioning such SoCs in smaller modules requiring ultra- and extra-short reach links for inter-die connectivity with high data rates. The die-to-die connectivity must also ensure reliable links with extremely low... » read more

How AI In Edge Computing Drives 5G And The IoT


Edge computing, which is the concept of processing and analyzing data in servers closer to the applications they serve, is growing in popularity and opening new markets for established telecom providers, semiconductor startups, and new software ecosystems. It’s brilliant how technology has come together over the last several decades to enable this new space starting with Big Data and the idea... » read more

Dynamic CDC Jitter For Clock Domain Crossing (CDC) Signoff


By Himanshu Bhatt and Paras Mal Jain Detecting and debugging deep sequential CDC convergences using structural CDC verification is extremely difficult since doing a flat analysis on large designs has capacity related challenges, and even if verification tools can complete the analysis, it becomes a nightmare to debug the violations with complex sequential logic. Thus arises the need for dyna... » read more

Verifying Security In Processor-based SoCs


By Ruud Derwig and Nicole Fern Security in modern systems is of utmost importance. Device manufacturers are including multiple security features and attack protections into both the hardware and software design. For example, the Synopsys DesignWare ARC Processor IP includes many security functions in its SecureShield feature set. End-product system security, however, cannot be guaranteed by ... » read more

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