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Monitoring Machine Learning

I used to think my job as a developer was done once I trained and deployed the machine learning model. Little did I know that deployment is only the first step! Making sure my tech baby is doing fine in the real world is equally important. Fortunately, this can be done with machine learning monitoring. In this article, we’ll discuss what can go wrong with our machine-learning model after deployment and how to keep it in check.

Introducing the Datadog Open Source Hub

At Datadog, we have always been deeply involved with open source software—producing it, using it, and contributing to it. Our Agent, tracers, SDKs, and libraries have been open source from the beginning, giving our customers the flexibility to extend our tools for their own needs. The transparency of our open source components also allows them to fully audit the Datadog software that is running on their systems. But our commitment to open source only starts there.

Reaping the Benefits of Multi-Cluster Orchestration in Kubernetes

The rise of containerization has precipitated an unprecedented shift in the software development landscape, with Kubernetes emerging as the de facto standard for managing large-scale containerized applications. One of the more nuanced aspects of Kubernetes that is gaining attention is multi-cluster orchestration. This approach to cluster management offers several compelling advantages that reshape how businesses operate and innovate in a cloud-native context.

Security in the cloud: Whose responsibility is it?

While the cloud is recognized as more secure than on-premises servers and infrastructures, it does come with the often talked about shared responsibility model. Cloud providers are responsible for security ‘of’ the cloud, while their clients are responsible for security ‘in’ the cloud. It’s ‘differently secure’, rather than the traditionally secure organizations have been used to when working with on-premises environments.

2bcloud Named Microsoft Azure Expert Managed Services Provider for Four Consecutive Years

New York, September 27, 2023 – 2bcloud, a leading next-generation, multi-cloud managed service provider for tech companies on their cloud journey, today announced it has maintained its elite status as a Microsoft Azure Expert Managed Services Provider (MSP). The Azure Expert MSP is the highest level of partner certification from Microsoft on Azure, and the partner status underlines 2bcloud’s position as a leading Microsoft Azure partner.

Implementing Backstage 1: Getting Started

Backstage is a platform for building developer portals. Originally developed internally at Spotify, it’s now open source and available through GitHub. Backstage allows DevOps teams to create a single-source, centralized web application for sharing and finding software (through the software catalog feature), as well as templates and documentation.

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Status Pages 101: Everything You Need to Know About Status Pages

Status Pages are critical for effective Incident Management. Just as an ill-structured On-Call Schedule can wreak havoc, ineffective Status Pages can leave customers and stakeholders, adrift, underscoring the need for a meticulous approach. Here are two, Matsuri Japon, a Non-Profit Organization and Sport1, a premier live-stream sports content platform, both integrate Squadcast Status Pages to enhance their incident response strategies discreetly. You may read about them later. Crafting these Status Pages demands precision, offering dynamic updates and collaboration.

Streamlining network efficiency: Unveiling the power of ManageEngine Network Configuration Manager

Configurations play a crucial role in any network setting, as even a minor mistake in a single line of code can lead to cascading network failure throughout an entire organization. Moreover, with the increasing intricacy of networks, the risk of unauthorized misconfigurations has emerged as a significant concern, predominantly stemming from human inaccuracies.