Networking
Managing FortiSwitch Networks with FortiLink
A switch estate becomes difficult to operate when the team cannot tell whether a configuration was set locally, inherited from a controller…
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New thinking and practical technical perspectives
Security
Incident Triage: Decide What Matters First
Security teams frequently receive an event report before they know whether an incident exists. An employee sees a strange login notification, an…
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Detection Engineering: From Raw Logs to Reliable Alerts
Detection engineering is often described as writing queries against security events. That description misses the difficult work: understanding how an attack could…
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Storage and Availability Design for VMware Cloud Foundation
A private cloud can have abundant CPU capacity and still experience severe outages because its storage and availability design was based on…
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NSX Networking Choices in VMware Cloud Foundation
Networking is where a private-cloud design meets the external world. It is also where several otherwise reasonable VMware Cloud Foundation decisions collide:…
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Designing a VMware Cloud Foundation Platform
The difficult part of designing a private cloud is seldom drawing the components. It is translating competing business requirements into a platform…
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Feature Engineering for AWS Machine Learning Workloads
Many machine-learning projects spend more time correcting features than selecting models. A model may learn a powerful relationship from training data that…
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Deploying and Monitoring Models on AWS
Training produces a model artifact; users experience an application. The engineering space between those facts is where deployment and monitoring failures happen.…
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SageMaker Training and Tuning for AWS MLA-C01
A model that trains successfully is not necessarily a model an organization can reproduce, explain, or afford to retrain. That distinction runs…
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Certification Renewal Strategy for IT Teams
Certifications are useful signals of professional learning, but their renewal rules vary too widely for an employer to treat every credential as…
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Building an AI Center of Excellence That Teams Will Use
An AI center of excellence (CoE) can accelerate responsible adoption or become another committee that slows every useful experiment. The distinction lies…
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AI Risk Registers: Turning Uncertainty into Owned Decisions
An AI risk register is useful when it helps teams decide what to test, change, monitor, or accept. It is not useful…
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