Sunday 15 September 2024
Artificial Intelligence for Network Engineers: Introduction
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Several books on artificial intelligence (AI) and deep learning (DL) have been published over the past decade. However, I have yet to find a...
5 comments:
AI for Network Engineers: Chapter 1 - Deep Learning Basics
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Content Introduction Artificial Neuron Weighted Sum for Pre-Activation Value ReLU Activation Function for Post-Activation Bias Ter...
Saturday 10 August 2024
AI/ML Networking: Part-IV: Convolutional Neural Network (CNN) Introduction
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Feed-forward Neural Networks are suitable for simple tasks like basic time series prediction without long-term relationships. However, FNNs ...
Friday 19 July 2024
AI/ML Networking: Part-III: Basics of Neural Networks Training Process
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Neural Network Architecture Overview Deep Neural Networks (DNN) leverage various architectures for training, with one of the simplest and mo...
Tuesday 16 July 2024
AI/ML Networking: Part-II: Introduction of Deep Neural Networks
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Machine Learning (ML) is a subset of Artificial Intelligence (AI) . ML is based on algorithms that allow learning, predicting, and making d...
2 comments:
Thursday 27 June 2024
AI/ML Networking Part I: RDMA Basics
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Remote Direct Memory Access - RDMA Basics Introduction Remote Direct Memory Access (RDMA) architecture enables efficient data transfer betwe...
6 comments:
Friday 24 May 2024
BGP EVPN Fabric - Remote Leaf MAC Learning Process
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Remote VTEP Leaf-102: Low-Level Control Plane Analysis In this section, we will first examine the update process of the BGP tables on the VT...
Tuesday 14 May 2024
EVPN Instance Deployment Scenario 1: L2-Only EVPN Instance
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In this scenario, we are building a protected Broadcast Domain (BD), which we extend to the VXLAN Tunnel Endpoint (VTEP) switches of the EVP...
Wednesday 8 May 2024
Deploying and Analyze EVPN Instances: Deployment Scenarios
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In the previous section, we built a Single-AS EVPN Fabric with OSPF-enabled Underlay Unicast routing and PIM-SM for Multicast routing using ...
Thursday 2 May 2024
Configuration of BGP afi/safi L2VPN EVPN and NVE Tunnel Interface
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Overlay Network Routing: MP-BGP L2VPN/EVPN EVPN Fabric Data Plane – MP-BGP Instead of being a protocol, EVPN is a solution that utilizes the...
Sunday 28 April 2024
Single-AS EVPN Fabric with OSPF Underlay: Underlay Network Multicast Routing: Any-Source Multicast - ASM
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Underlay Network Multicast Routing: PIM-SM In a traditional Layer 2 network, switches forward Intra-VLAN data traffic based on the destinat...
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