This is the second piece in our Data Economy series. While the first, available here, looked at the data economy as a whole and why it is important, this piece looks more specifically at the environment around the data economy. This includes both the environment needed for it to thrive and the ecosystem of companies and businesses that are being created in order to evolve it.

AWS Inferentia and AWS Trainium are purpose-built AI chips that—with the AWS Neuron SDK—are used to build and deploy generative AI models. As models increasingly require a larger number of accelerated compute instances, observability plays a critical role in ML operations, empowering users to improve performance, diagnose and fix failures, and optimize resource utilization.

Several of our recent blog posts have introduced the characteristics of each phase of the Autonomic IT maturity model, from Siloed IT to Coordinated IT (an essential foundation for Autonomic IT) and the transition to Machine-Assisted IT and AI-Advised IT. We explored how you can identify where your organization stands on this transformative journey, why you might not be as far along as you believe, and what is needed to advance your journey. Now we arrive at IT nirvana: Phase 5, Autonomic IT.

Effective IT monitoring is critical to maintaining seamless operations, and 2024 has been a year of addressing challenges and delivering solutions with Site24x7. From upgrading server health and performance to streamlining Kubernetes and VM administration, let's plunge into how Site24x7’s updates have helped IT teams tackle their monitoring challenges and enhance infrastructure reliability.

Imagine you're on a website trying to purchase a product, but every time you click the "Add to Cart" button, nothing happens. Frustrating, isn’t it? Such moments can deter consumers from completing their online purchases. And while users find this annoying, it poses an even bigger challenge for businesses.

At AWS re:Invent 2024, PagerDuty is strengthening its long-standing partnership with Amazon Web Services (AWS). Together, we’re launching new AI and automation tools to enhance operational efficiency and help teams deliver superior customer experiences. With a plugin for Amazon Q, and integrations with Amazon Bedrock and Amazon Bedrock Guardrails, PagerDuty Advance is redefining what it means to respond to incidents faster and smarter.

Is your business ready for 2025? Prevent downtime and protect your bottom line with our tips for improving network resilience. From the applications running critical workloads in the cloud to remote users dispersed across different global regions, the world of 2025 needs to be completely interconnected. And with businesses in all industries relying on these interconnections to deliver promises to customers, hit deadlines, and attain revenue, network resilience has never been more crucial.

In today’s fast-paced digital environment, Network Operations Centers (NOCs) are critical for maintaining uptime, optimizing performance, and ensuring seamless communication. For NOCs to excel, tracking the right Key Performance Indicators (KPIs) is essential. These metrics guide decision-making, highlight inefficiencies, and keep networks resilient.

This is a guest post from Simon Grimm, creator of Galaxies.dev, where Simon helps developers learn React Native through fast-paced courses and personal support. Debugging React Native apps has traditionally been a bit of a pain. Developers usually ranked debugging as their biggest pain point of React Native, which, as we all know, makes up quite a lot of development time. But the good news is that things are getting better.

Balancing cost efficiency and high performance in cloud networks is a constant challenge, especially when misconfigurations or inefficient routing lead to inflated costs or degraded performance. Learn how Kentik Journeys simplifies traffic analysis, helping cloud engineers identify inefficiencies like unnecessary Transit Gateway routing.