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Statistical Modeling to Solve a Time-series Problem: How CloudZero Uses Machine Learning to Detect Cost Anomalies

It is no secret that it is not that hard to accidentally spend a boatload of money on AWS. This Twitter user told the story of his $77,000 mistake with a monkey emoji (because what’s funnier than spending the price of an entry level Tesla by accident.) The scary part is that many of us have been there. If you are not looking at your cloud bill every day, it is easy to let the costs run up quickly, then suffer from bill shock when it arrives a month later.

Best Practices Guide for Local Prototyping of Serverless Applications

Local prototyping has become de rigueur for most web stack developers in the last few years. Even complex web backends are generally assumed to be emulatable from a developer’s laptop. But this assumption breaks down a bit as we explore the AWS platform in general. More specifically, serverless architecture challenges the system of local prototyping.

How to reach 99.99% uptime: High Availability in Practice.

With most businesses finding it hard to achieve a 99.9% uptime throughout the year, achieving a goal of 99.999% uptime looks daunting to developers. Here’s how to reach 99.99% uptime for your business. It’s like asking someone to build a bridge that would never collapse or a machine that would never break down no matter what. In short, it is a hard goal to achieve but yes it is achievable.

Hiteshwar shares his thoughts on being an SRE

Hiteshwar is an SRE based out of Mumbai, India. His area of specialization is in distributed systems. He works on Kubernetes, running his own custom clusters, maintaining them and creating tools to manage and monitor them. He likes to share his learnings by writing articles and blogs on Medium and Linkedin. He is an active speaker in meetups and developer groups and also teaches DevOps and SRE practices at learning centers.

The OpsRamp Monitor: Nasdaq's IT, Open Source and AI at Davos

What Wall Street does makes you listen. Netflix, Amazon and Google aren’t the only companies leading the charge for internal IT best practices. Nasdaq’s top IT dog, Brad Peterson, told The Wall Street Journal that serverless computing is a leading strategy in the financial-markets sector. This makes sense, as financial services organizations today must focus on the hefty task of data management, not server management.