Observability AI and Automation
A critical objective of many network transformation projects is enable automation to offset the time-consuming and costly manpower requirements to manage scalable, distributed networks and to achieve more cloud-like efficiencies. While the separation of functions found in most virtualized, NFV or cloud-native environments could initially multiply the complexity of managing services, they also promise unprecedented ability to streamline and automate management and maintenance functions through the use of telemetry, closed loop processes and increasingly AI techniques.
Analytics
Observability - Network Telemetry Reporting Solution Brief
Last Updated: May 02, 2023
This document introduces Intel® Platform Telemetry Insights reports and shows how they can be used effectively in an automated environment to influence network behavior...
Monitoring platform and container telemetry with Grafana Demo Video
Last Updated: January 30, 2018
This video is intended for CTOs, architects and engineers who require monitoring of their platform and container telemetry...
Monitoring platform and container telemetry with corrective action Demo Video
Last Updated: January 30, 2018
This video is intended for CTOs, architects and engineers who require monitoring of their platform and container telemetry that results in corrective action...
Closed Loop Automation
Closed Loop Automation - Telemetry Aware Scheduler for Service Healing and Platform Resilience Demo
Last Updated: September 07, 2022
Closed Loop Platform Automation - Workload Resiliency Demo
Last Updated: April 02, 2019
This is a closed loop platform automation resiliency demo that minimizes service outage time and therefore maximizes service availability...
Closed Loop Platform Automation - Workload Resiliency
Last Updated: April 02, 2019
Describes a closed loop platform resiliency demo that leverages the integration around orchestration, monitoring software, and platform resource provisioning with the help of automation...
Integration with VNF Event Stream* - Intel® Platform Service Assurance
Last Updated: April 02, 2019
Feature brief that describes the collectd integrated Virtual Network Function (VNF) Event Stream plugin, which offers a common model to gather platform telemetry data...
Retrieving Redfish* Platform Telemetry - Intel® Platform Service Assurance
Last Updated: April 02, 2019
Feature brief that describes how Redfish* exposes an interface to retrieve platform telemetry using collectd...
Telemetry Ingestion into OpenStack* - Intel® Platform Service Assurance
Last Updated: April 02, 2019
Feature brief that describes ingesting Platform Service Assurance telemetry into OpenStack and how it may be utilized for automatic discovery and reaction to events in your network...
Telemetry Ingestion in PNDA* - Intel® Platform Service Assurance
Last Updated: April 02, 2019
Feature brief that describes ingesting Platform Service Assurance telemetry into open source Platform for Network Data Analytics (PNDA) for further utilization of automatic discovery and reaction to events in your network...
Power Management
Intel® Deep Learning Boost (Intel® DL Boost) - Improve Inference Performance of Hugging Face BERT Base Model in Google Cloud Platform (GCP) Technology Guide
Last Updated: April 19, 2023
BERT is the best model to detect malicious and phishing websites/emails attacks as it provides very high accuracy...
Intel® Deep Learning Boost - Improve Inference Performance of BERT Base Model from Hugging Face for Network Security Technology Guide
Last Updated: January 10, 2023
PyTorch* is one of the widely used deep-learning frameworks...
TADK
AI Technologies – Unleash AI Innovation in Network Applications Solution Brief
Last Updated: November 18, 2021
This solution guide highlights key technologies and their role in realizing real-time AI-driven innovations within networking solutions while staying within the compute budget of the Intel® Xeon® Scalable processors...
Telemetry
Ensure platform and container metrics and events are accessible though industry standard interfaces to allow capacity planning, trending and operational status.
Observability - Network Telemetry Reporting Solution Brief
Last Updated: May 02, 2023
This document introduces Intel® Platform Telemetry Insights reports and shows how they can be used effectively in an automated environment to influence network behavior...
Telemetry Aware Scheduler - Enhancement Utilization with Platform Aware Scheduling Technology Guide
Last Updated: October 18, 2022
This document describes Platform Aware Scheduling (PAS), which is a paradigm that restructures the existing Telemetry Aware Scheduler (TAS) project to be a more generic model that allows various Intel Kubernetes scheduler extenders to be hosted...
Telemetry Aware Scheduling - Automated Workload Optimization with Kubernetes* (K8s*) Training Video
Last Updated: September 07, 2022
Closed Loop Automation - Telemetry Aware Scheduler for Service Healing and Platform Resilience Demo
Last Updated: September 07, 2022
Enhanced Utilization Telemetry for Polling Workloads with collectd and the Data Plane Development Kit (DPDK) User Guide
Last Updated: August 19, 2020
Understanding the utilization of a platform and application is key to understanding current load and potential overload conditions, giving the network operator an opportunity to monitor and react to meet Service Level Agreements (SLAs)...
QCT Validated RedHat OpenShift Platform with Enhanced Platform Awareness and Optimized Base
Last Updated: June 19, 2020
This technical brief describes how QCT collaborated with Intel to deliver a QCT validated Red Hat OpenShift Platform applying Enhanced Platform Awareness (EPA) features as well as Intel® Speed Select Technology - Base Frequency (Intel® SST-BF) technology, bringing high interoperability and agility in workload orchestration...
QCT Validated Kubernetes Platform with Enhanced Platform Awareness Technical Brief
Last Updated: June 19, 2020
This technical brief describes how QCT collaborated with Intel to deliver a QCT validated Kubernetes platform with Enhanced Platform Awareness (EPA), bringing high interoperability and agility in workload orchestration...
Telemetry Aware Scheduling - Automated Workload Optimization with Kubernetes* (K8s*) Technology Guide
Last Updated: April 24, 2020
This guide presents a methodology for enhancing scheduling capabilities in K8s...
Intel Platform with OPNFV* Barometer Project
Last Updated: April 02, 2019
Using service assurance tools, CoSPs can identify faults in the network and resolve issues quickly to minimize service downtime...
Enhanced Service Assurance – Intel Platform with OPNFV* Barometer Project
Last Updated: April 02, 2019
Describes how to install the open source OPNFV* Barometer project and trigger the deployment of collectd*, InfluxDB* and Grafana* across a single/multi node setup...
Monitoring platform and container telemetry with corrective action Demo Video
Last Updated: January 30, 2018
This video is intended for CTOs, architects and engineers who require monitoring of their platform and container telemetry that results in corrective action...