Operations | Monitoring | ITSM | DevOps | Cloud

The latest News and Information on APIs, Mobile, AI, Machine Learning, IoT, Open Source and more!

AI Chihuahua: Why Machine Learning is Dogged by Failure and Delays - Ian Hellström (D2iQ)

AI is everywhere. Except in many enterprises. Going from a prototype to production is perilous when it comes to machine learning: most initiatives fail, and for the few that are ever deployed, it takes many months to do so. While AI has the potential to transform and boost businesses, the reality for many companies is that machine learning only ever drips red ink on the balance sheet.

Accelerate Your APIs by Using the HAProxy Cache

The age of rendering most of a web page’s contents on the server and then delivering it as a colossal HTML file is fading into the past. Modern web frameworks like Angular, React, and Vue push towards creating components instead—individual elements on the page that fetch their data in the background and poll for asynchronous updates—which can be reused across your site.

The Central Role of Application Performance Monitoring in Enterprise IT

After all, when an IT outage occurs, it disrupts the business. Employee productivity is impacted, customers are unable to transact, and the organization’s brand is at stake. Monitoring needs to cover all aspects of IT – from hardware, to storage, to server to the application stack. With the focus on keeping users happy, the importance of monitoring at the application layer has had more attention recently.

Downsampling with InfluxDB v2.0

Downsampling is the process of aggregating high-resolution time series within windows of time and then storing the lower resolution aggregation to a new bucket. For example, imagine that you have an IoT application that monitors the temperature. Your temperature sensor might collect temperature data. This data is collected at a minute interval. It’s really only useful to you during the day.

TLDR InfluxDB Tech Tips; Creating Tokens with the InfluxDB API

Whether you’re using InfluxDB Cloud or InfluxDB OSS, the InfluxDB API provides a simple way to interact with your InfluxDB instance. The InfluxDB v2 API, the read and write portions are available with InfluxDB v1.8+, offers a unified approach to querying, writing data to, and assessing the health of your InfluxDB instances. In today’s Tech Tips post, we learn how to create and list authentication tokens. Tokens provide secure data flow between an InfluxDB instance and its users.

TLDR InfluxDB Tech Tips; Creating Buckets with the InfluxDB API

Whether you’re using InfluxDB Cloud or InfluxDB OSS, the InfluxDB API provides a simple way to interact with your InfluxDB instance. The InfluxDB v2 API offers a unified approach to querying, writing data to, and assessing the health of your InfluxDB instances. In today’s Tech Tips post, we’re learning about how to create and list buckets. Buckets are named locations in InfluxDB where time series data is written to.

AWS Distro for OpenTelemetry, Grafana, Prometheus, Loki, OpenMetrics, and beyond: How Open Standards continue to shape modern observability

AWS is announcing the AWS Distro for OpenTelemetry today. This is a distribution of OpenTelemetry, itself a CNCF sandbox project. This is part of a wider push towards Open Source, cloud native technologies, and modern observability, all based on Open Standards. This push can be observed across the whole technology sector, but with increasing velocity from within AWS. As they are the largest public cloud provider by far, this is noteworthy in and of itself.

How Is AI Transforming Cloud Management?

In 1927, the world was introduced to the origins of Artificial Intelligence (AI) in the form of a robot in the movie Metropolis. Throughout nearly a century since then, movies have continued to iterate on the complexities of AI, as both a fun take on it and serious commentary on the potential concerns and consequences. This is all well and good, but as AI has continued to evolve, we find ourselves asking, “how can we actually use this to make our lives easier?”

AppSignal is Free for Open-Source Software & "For Good" Projects

Whether you write code to save the bees, build the latest CMS, or teach others to become a developer: we’ve got your back. We’ve always offered AppSignal for free to maintainers and do-gooders who asked, such as Elixir School, Code::Stats and the MEANS Database. Starting today, we want to spread the word to all open-source maintainers and volunteer organizations that AppSignal is 100% free for them.