Operations | Monitoring | ITSM | DevOps | Cloud

Facebook Outage Underscores Need for Real-Time Monitoring

On October 4, Facebook and its family of apps, including Instagram and WhatsApp, suffered a global outage of its services that lasted approximately six hours. The massive outage has been blamed on configuration errors in backbone routers that are used to connect network traffic to the company’s data center. Facebook apologized to its 3.5 billion users who were unable to access any of the company’s services during the downtime.

Get started and keep using AWS for free

Getting started with AWS and adding your credit card to your own account feels scary, but there are ways to get free credits so you can sleep better in the beginning. In this article, we’ll cover some tricks and tips to get started and keep using AWS for free. Stepping into some new terrain is hard. This is already true if it’s only about learning something new.

Driving Data Innovation With MLTK v5.3

Many of you may have seen our State of Data Innovation report that we released recently; what better way to bring data and innovation closer together than through Machine Learning (ML)? In fact, according to this report, Artificial Intelligence (AI)/ML was the second most important tool for fueling innovation. So, naturally we have paired this report with a new release of the Machine Learning Toolkit (MLTK)!

The fruits of business resilience

Business disruption can happen any time, especially when you least expect it. That’s why it’s critical to have a business resilience plan in place. “We define organizational resilience as the ability to maintain performance in the face of environmental, political, social, cyber, and other disruptions,” explains ServiceNow Chief Financial Officer Gina Mastantuono in the Workflow Quarterly Fall 2021 issue.

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Application Logging in 2021

Have you ever written a Hello, World! application? In most of these tutorials the first step is to log words to the console. It's an easy way to understand what is going on with your application and readily available in every programming language. The console output is incredibly powerful, and it has become easier than ever to capture that output as logs. As your application grows and evolves you need to implement a structured application log approach.

Feature Engineering For Machine Learning: The Ultimate Guide

Almost all industries use artificial intelligence (AI) and machine learning (ML) today. As part of the so-called disruptive technologies, they've upended current technologies and have affected people in the way they work, do business, and spend their leisure time. And, with the pace these techs are advancing, they'll continue to be at the forefront of technological progress in the next few years.