Is application performance monitoring (APM) without artificial intelligence a waste of resources? It turns out, the answer may be yes. Gartner’s newly released report, Artificial Intelligence for IT Operations Delivers Improved Business Outcomes, reveals that using artificial intelligence for IT operations (AIOps) in tandem with APM might be the key to optimizing business performance. So […]

The first time I began watching Minority Report back in 2002, the film’s premise made me optimistic: Crime could be prevented with the help of Precogs, a trio of mutant psychics capable of “previsualizing” crimes and enabling police to stop murderers before they act. What a great utopia! I quickly realized, however, that this “utopia” […]

With the genesis of Amazon Web Services, enterprises of all sizes can now take advantage of the public cloud to deliver significantly more agility and control. With AWS, elastic infrastructure is easier to attain, and usage spikes are an afterthought. Only days apart, Black Friday and Cyber Monday are arguably the two biggest days in […]

Kubelet TLS Bootstrap, an exciting and highly-anticipated feature in Kubernetes 1.12, is graduating to general availability. As you know, the Kubernetes orchestration system provides such key benefits as service discovery, load balancing, rolling restarts, and the ability to maintain container counts by replacing failed containers. And by using Kubernetes-compliant extensions, you can seamlessly enhance system […]

I interned with the Data Platform team at AppD’s Bangalore office in 2018. The team is responsible for ingesting and storing the metrics sent by agents running on client servers. They process millions of metrics per minute on their staging server. When I first arrived, the tech stack that the team was using, and even […]

This blog post is coauthored by Vamsi Chemitiganti, Chief Strategist at Platform9 Systems. The hybrid cloud is not a new concept. Way back in 2010, AppDynamics founder Jyoti Bansal had an interesting take on hybrid cloud. The issues Jyoti discussed more than eight years ago are just as challenging today, particularly with architectures becoming more […]

Blue-green deployment is a well-known pattern for updating software components by switching between simultaneously available environments or services. The context in which a blue-green deployment strategy is used can vary from switching between data centers, web servers in a single data center, or microservices in a Pivotal Cloud Foundry (PCF) deployment. In a microservices architecture, […]

In this blog I will show some best practices for instrumenting Docker containers, using docker-compose with a few popular AppDynamics application agent types. The goal here is to avoid rebuilding your application containers in the event of an agent upgrade, or having to hard-code AppDynamics configuration into your container images. In my role as a […]

The goal of digital dexterity is to build a flexible, agile workplace and workforce invested in the success of the organization. This dexterity allows the enterprise to treat employees like consumers—researching their challenges, goals and desired technologies—and then allowing the employees to exploit existing and emerging technologies for better business outcomes. This post advises line-of-business […]

The first time I heard “idempotent” and “ephemeral,” I had no idea what they meant. Perhaps I should have, though, because idempotent and ephemeral patterns are not new to the computing world. In mathematics and computer science, idempotence is a property in which no matter how many times you execute some operations, you achieve the […]

There are several ways to instrument an application on OpenShift with an AppDynamics application agent. The most straightforward way is to embed the agent into the main application image. (For more on this topic, read my blog Monitoring Kubernetes and OpenShift with AppDynamics.) Let’s consider a Node.js app. All you need to do is to add […]

Here at AppDynamics, we build applications for both external and internal consumption. We’re always innovating to make our development and deployment process more efficient. We refactor apps to get the benefits of a microservices architecture, to develop and test faster without stepping on each other, and to fully leverage containerization. Like many other organizations, we […]

A complex series of interactions must take place for an investment bank to process a single trade. From the moment it’s placed by a buyer, an order is received by front-office traders and passed through to middle- and back-office systems that conduct risk management checks, matchmaking, clearing and settlement. Then the buyer receives the securities […]

In my last article, Microservice Patterns That Help Large Enterprises Speed Development, Deployment and Extension, we went over some deployment and communication patterns that help keep microservices manageable as you use more of them. I also promised that in my next post, I’d get into how microservice patterns can become toxic, create more overhead and […]

The serverless movement has recently received another jolt of momentum with Google’s recent release of KNative. Leveraging some of the hottest technologies including Kubernetes and Istio, KNative raises the bar of serverless by supporting a wide set of platforms including Pivotal Cloud Foundry and Red Hat OpenShift. With such a set of heavy hitters, if […]