Amazon DevOps Guru | ML-powered cloud operations service to improve application availability

By Amazon Web Services, Inc. - 2021-02-19

Description

Learn how Amazon DevOps Guru improves application availability with ML-powered insights

Summary

Amazon DevOps Guru Amazon DevOps Guru is a Machine Learning (ML) powered service that makes it easy to improve an application’s operational performance and availability.
When DevOps Guru identifies a critical issue, it automatically sends an alert and provides a summary of related anomalies, the likely root cause, and context about when and where the issue occurred.
It automatically detects and alerts on operational issues and risks, such as impending resource exhaustion, code and configuration changes that may cause outages, memory leaks, under-provisioned compute capacity, and database I/O overutilization.
Dealing with multiple sources of alerts for availability, performance, and change requests can be a challenge when trying to prevent and mitigate incidents impacting our customers.

Topics

Backend (0.21)
Machine_Learning (0.14)
Management (0.08)

Similar Articles

Amazon Transcribe – Speech to Text - AWS

By Amazon Web Services, Inc. - 2021-03-12

Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for developers to add speech to text capability to their applications

The intersection of design and science

By Amazon Science - 2021-02-26

How a team of designers, scientists, developers, and engineers worked together to create a truly unique device in Echo Show 10.

Amazon SageMaker Studio: The First Fully Integrated Development Environment For Machine Learning

By Amazon Web Services - 2019-12-03

Today, we’re extremely happy to launch Amazon SageMaker Studio, the first fully integrated development environment (IDE) for machine learning (ML). We have come a long way since we launched Amazon Sag ...

Using knowledge graphs to streamline COVID-19 research

By Amazon Science - 2020-12-21

A knowledge graph linking research papers, authors, and topics should make it easier for researchers fighting COVID-19 to discover relevant information.

Learning new language-understanding tasks from just a few examples

By Amazon Science - 2021-01-25

New approach to few-shot learning improves on state of the art by combining prototypical networks with data augmentation.

AWS digs into its new machine learning industrial products

By SearchEnterpriseAI - 2020-12-22

AWS has released new machine learning industrial products and services to help users predict when their machines will fail. Amazon's general manager of machine learning and AI discusses the new tools ...