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The evolution of hyperscale data center infrastructure to support the processing of trillions of parameters for large language models has created some rather substantial design challenges. These massive processing facilities must scale to hundreds of thousands of accelerators with highly efficient and fast connections.… Read More
The march toward higher-speed networking continues to be guided by the same core objectives as has always been : increase data rates, lower latency, improve reliability, reduce power consumption, and maintain or extend reach while controlling cost. For the next generation of high-speed interconnects, these requirements … Read More
AI’s exponential growth is transforming semiconductor design—and memory is now as critical as compute. Multi-die architecture has emerged as the new frontier, and custom High Bandwidth Memory (cHBM) is fast becoming a cornerstone in this evolution. In a panel session at the Synopsys Executive Forum, leaders from AWS, Marvell,… Read More
The trend is clear, AI and HPC is moving to chiplet-based, or heterogenous design to achieve the highest levels of performance, while traditional monolithic system-on-chip (SoC) designs struggle to scale. What is also clear is the road to this new design style is not a smooth one. There are many challenges to overcome. Some are … Read More
Design-Technology Co-Optimization (DTCO) has been a foundational concept in semiconductor engineering for years. So, when Synopsys referenced DTCO in their April 2025 press release about enabling Angstrom-scale chip designs on Intel’s 18A and 18A-P process technologies, it may have sounded familiar—almost expected. … Read More
PCIe is familiar to legions of PC users as a high-performance enabler for expansion slots, especially GPU-based graphics cards and M.2 SSDs. It connects higher-bandwidth networking adapters and niche applications like system expansion chassis in server environments. Each PCIe specification generation has provided a leap… Read More
The explosive growth of large language models (LLMs) has created substantial new requirements for chip-to-chip interconnects. These very large models are trained in high-performance data centers. Multiple accelerators need to work seamlessly to make all this possible as the bandwidth between accelerators directly impacts… Read More
At the recent IPSoC Conference in Silicon Valley, Aparna Tarde gave a talk on the importance of Next-Gen Interconnects to scale AI infrastructure. Aparna is a Sr. Technical Product Manager at Synopsys. A synthesis of the salient points from her talk follows.
The rapid advancement of artificial intelligence (AI) is fundamentally… Read More
In an era defined by complex chip architectures, ever-shrinking technology nodes and very demanding applications, Silicon Lifecycle Management (SLM) has become a foundational strategy for optimizing performance, reliability, and efficiency across the lifespan of a semiconductor device. Central to effective SLM are Process,… Read More
HPC Bandwidth Explosion and 1.6T Ecosystem Interop Need
The exponential growth in data bandwidth requirements driven by HPC systems, AI, and ML applications has set the stage for an ever-increasing need for 1.6Tbps Ethernet. As data centers strive to manage vast data transfers with maximum efficiency, the urgency for interoperability… Read More
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[_behaviors:protected] =>
)
)
[_previousValues:protected] => Array
(
)
[_options:protected] => Array
(
)
[_deleted:protected] =>
[_readOnly:protected] =>
[_writePending:protected] =>
[_writeRunning:protected] =>
[_errors:protected] => Array
(
)
[_whenSaveable:protected] => Array
(
)
[_cascadeSave:protected] => Array
(
)
[_behaviors:protected] =>
)
)
[populated:protected] => 1
)