In our webinar, Mastering Telemetry Pipelines: A DevOps Lifecycle Approach to Data Management, hosted by Mezmo’s Bill Balnave, VP of Technical Services, and Bill Meyer, Principal Solutions Engineer, we showcased a unique data-engineering approach to telemetry data management that comprises three phases: Understand, Optimize, and Respond.

Regardless of how much effort teams put into developing, training, and evaluating ML models before they deploy, their functionality inevitably degrades over time due to several factors. Unlike with conventional applications, even subtle trends in the production environment a model operates in can radically alter its behavior. This is especially true of more advanced models that use deep learning and other non-deterministic techniques.

API monitoring is crucial for the health of your digital services. This article goes straight to the heart of it, addressing the tools, strategies, and metrics essential in spotting and solving API issues quickly. Learn to maintain and enhance the performance of your APIs, prevent downtime, and improve user experiences through effective monitoring techniques.

IT monitoring software tracks the operations and activities of your end users and any software in your IT environment. IT experts use this specific type of software to determine the health and performance of your IT infrastructure and its components so that you can make well-informed and real-time decisions for resource provisioning and IT security. You may be researching the best IT monitoring software on the market today but don’t know where to start. That’s where we come in.

If you're working in IT monitoring and observability, you simply cannot ignore the power of Datadog and New Relic. These two tools have plenty of features that can revolutionize your entire observability strategy and give you complete control over your infrastructure. These tools are built so as to capture the tiniest of details, be it on applications, infrastructure, databases, servers, or something completely on the cloud.

I recently had the privilege of attending KubeCon + CloudNativeCon Europe 2024 in Paris. The conference, hosted by the Linux Foundation, marked the 10th anniversary of Kubernetes. Here are the key takeaways and highlights from the conference.

Today, almost 90% of organizations use cloud computing services to reduce their operating expenses and scale with changing business requirements. With the adoption of cloud computing technology, businesses are able to operate better and more efficiently. However, the whole process of cloud computing demands access to a wide range of data center resources for processing, storing, and providing services. This requirement can indirectly affect our cloud computing expenses.

To buy or to build... that is the question businesses must ask when deciding to buy off-the-shelf software or create custom software to satisfy their business needs. Deciding whether to buy off-the-shelf software or create custom software is a lot like choosing between a ready-made meal and cooking a meal from scratch. It's a big decision for any business (or hungry person). Let's imagine we're planning dinner...