Operations | Monitoring | ITSM | DevOps | Cloud

Panel

Kubeflow vs MLFlow

Learn the main differences between the MLOps tools of choice: Kubeflow and MLFlow Started by Google a couple of years ago, Kubeflow is an end-to-end MLOps platform for AI at scale. Canonical has its own distribution, Charmed Kubeflow, which addresses the entire machine-learning lifecycle. Charmed Kubeflow is a suite of tools, such as Notebooks for training, Pipeline for automation, Katib for hyperparameter tuning or KServe for model serving and more. Charmed Kubeflow benefits from a wide range of integrations with other tools such as MLFlow, Spark, Grafana or Prometheus.

Panel Discussion: Observability

Watch the Observability Panel discussion to learn how observability takes monitoring to the next level by making it simpler to discover the root cause of IT issues before services are disrupted. There is no shortage of observability platforms today; the challenge is determining the best practices that should be put in place to employ them most effectively.

What do best-in-class cybersecurity organizations do differently? | CISO Panel

Have they somehow found unlimited budget for their every tech request? Do they have an uncanny ability to source the diamond-in-the-rough talent? Or is it something else? As part of our inaugural State of Cybersecurity Preparedness research series, Ivanti asked 6,550+ cybersecurity professionals, leaders, and end users what their cybersecurity teams will do in the next 12 months to secure their organizations. But we wanted to know what our cybersecurity experts truly believe set top teams apart from the pack.

How can tech bridge the gap on compliance audit risk and security - Panel Discussion

At Exploring DevOps, security, audit compliance and thriving in the digital age we wrapped up the day with a panel discussion featuring all of our speakers plus Lamisi Gurah - Service Owner / Head of IEP Engineering Productivity at DNB. Come prepared with whatever’s on your mind or follow up on what you’ve heard during the talks. Our speakers would love to take your questions.