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ExternalSoftware Engineering
DZone

How to Monitor AI Models Without Drowning in Alerts

When putting their model into production, every team or organization encounters the same issue. Failures go unnoticed for days at first because there is no monitoring. As teams begin to fix the issues, they identify areas where production results deviate from the training data, create dashboards for every metric, and set alerts for every threshold. This results in engineers being paged at two in the morning for a bug that fixes itself within an hour, and when an important alert arises, it goes u

DZoneRead original
ExternalCybersecurity
AWS Security Blog

Extend your data perimeter to the AWS Management Console with Private Access

Organizations in regulated industries such as financial services, government, defense, and healthcare restrict their sensitive workloads to isolated network environments with no access to the public internet. Until now, customers could restrict AWS Management Console access to authorized AWS accounts and corporate networks, but the console itself required internet connectivity. This was creating tension between […]

Advanced (300)AWS Management ConsoleSecurity, Identity, & Compliance
AWS Security BlogRead original
ExternalDevOps
Kubernetes Blog

Kubernetes v1.37: Pod Certificates and Cluster Trust Bundles

Pod Certificate / Cluster Trust Bundles Blog Post Kubernetes brings a wealth of features that make it easy to run your production workloads securely and reliably. While aspects like scheduling, health checks and resource limits are probably at the front of your mind, one other important feature of Kubernetes is production identity — how your workload can authenticate to other systems in order to do its job. Up until now, the primary production identity mechanism built into Kubernetes has been se

Kubernetes BlogRead original

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