The Ultimate Guide to CPUs, GPUs, NPUs, and TPUs for AI/ML: Performance, Use Cases, and Key Differences

The Ultimate Guide to CPUs, GPUs, NPUs, and TPUs for AI/ML: Performance, Use Cases, and Key Differences

Artificial intelligence and machine learning workloads have fueled the evolution of specialized hardware to accelerate computation far beyond what traditional CPUs can offer. Each processing unit—CPU, GPU, NPU, TPU—plays a distinct role in the AI ecosystem, optimized for certain models, applications, or environments. Here’s a technical, data-driven breakdown of their core differences and best use…

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IPsec vs. SSL VPNs: What are the Differences?

IPsec vs. SSL VPNs: What are the Differences?

Providing both individuals and sites secure remote access to internal resources is a priority for organizations of all sizes. Prior to the COVID-19 pandemic, VPNs were the go-to technology. Since then, zero-trust network access, secure service edge and other related technologies have taken the remote access spotlight, but VPNs haven’t gone away. In fact,…

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