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Intel® Deep Learning Boost - Boost Network Security AI Inference Performance in Google Cloud Platform (GCP) Technology Guide

Last Updated: Apr 11, 2022

This technology guide illustrates how to use Intel® oneAPI Deep Neural Network Library and Intel® Neural Compressor to boost deep learning inference performance. The guide also shows the gen-2-gen performance comparison of GCP (Google Cloud Platform) instances among the 1st Generation Intel® Xeon® Scalable processor, 2nd Generation Intel® Xeon® Scalable processor, and 3rd Generation Intel® Xeon® Scalable processor.

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Categories - Hardware Platforms Categories - NFVI Hardware Intel Technologies and Platforms - 1st gen Intel Xeon Scalable processor Intel Technologies and Platforms - 2nd gen Intel Xeon Scalable processor Intel Technologies and Platforms - 3rd gen Intel Xeon Scalable processor Network Location - Data Center Network Location - Device Edge Network Location - Hybrid Cloud Network Location - On Premises Network Location - Radio Access Network (RAN) Verticals/Industries - Automotive Verticals/Industries - Cloud Service Providers Verticals/Industries - Enterprise Verticals/Industries - Financial Services Verticals/Industries - Government Verticals/Industries - Hospitality Verticals/Industries - Industrial Verticals/Industries - Manufacturing Verticals/Industries - Media and Entertainment Verticals/Industries - Medical and Healthcare Verticals/Industries - Retail Verticals/Industries - System Integration Verticals/Industries - Telecommunications Verticals/Industries - Transportation VNFS and CNFs - Application Delivery Controller (ADC) VNFS and CNFs - Broadband Remote Access Server (BRAS) VNFS and CNFs - Content Delivery Networks (CDN) VNFS and CNFs - Firewall (FW) VNFS and CNFs - IP Multimedia Subsystems (IMS) VNFS and CNFs - Load Balancer (LB) VNFS and CNFs - Session Border Controller (SBC) VNFS and CNFs - Virtualized Evolved Packet Core (vEPC) VNFS and CNFs - Virtualized Radio Access Network (vRAN) VNFS and CNFs - Wide Area Network (WAN) Optimization Workloads and Use cases - Artificial Intelligence (AI) Workloads and Use cases - SD-WAN and uCPE Workloads and Use cases - Security Workloads and Use cases - Smart Cities Workloads and Use cases - Smart Factory Workloads and Use cases - Smart Retail Workloads and Use cases - Video Surveillance Workloads and Use cases - Virtualized Small Cell Gateway