Welcome back to Is that how it happened? I'm your host, The Vanimal, and today we are diving deep into a game-changing approach to enterprise data security: Immutable Veeam Backups on Cloudian Hyperstore.

If you are an IT manager, you know that ransomware attacks and rising storage costs are two of the biggest threats to your critical assets. That's why we're exploring how the integration of Veeam Backup & Replication v12 with Cloudian Hyperstore is revolutionizing data protection.

In this episode, we will unpack the Direct-to-Object storage workflow. We'll explain how this new architecture allows you to write your backup data directly to Cloudian's S3-compatible on-premises object storage in a single step, completely eliminating the need for a costly intermediate primary backup tier. This streamlined approach not only saves time but can also reduce your storage costs by up to 70% compared to traditional enterprise storage or public cloud solutions.

Most importantly, we'll discuss the ultimate defense against hackers: S3 Object Lock. We'll detail how this feature creates bullet-proof, immutable backups that make your data 100% tamper-proof. Because this data is made unchangeable for a set period of time, cybercriminals and malware cannot encrypt, alter, or delete it. We will break down how this ensures you always have a clean data copy for a rapid, reliable recovery—without ever paying a ransom.

Stay tuned as we explore how to simplify your backup workflow, slash your infrastructure costs, and lock ransomware out for good!

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In this episode of Is That How It Happened?, The Vanimal sits down with Jim O’Brien, Senior Business Development Manager at TalentCraft, where he helps high-growth companies at the intersection of cloud data, AI, and deep tech find the people who actually make transformation happen. We get into how AI infrastructure teams really scale, why great recruiting is more about human signal than hype, and what Jim is seeing on the front lines of hiring in AI, quantum, and next‑gen tech.

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Everyone sees the magic of AI on the surface, but who is talking about the brutal infrastructure actually keeping it alive?

Here is a sneak peek into our latest episode:

Mr Quiz: "Everyone sees the magic on the surface—like ChatGPT hitting 800 million weekly active users and handling billions of requests a day. But today, we're talking about the invisible superhero doing the heavy lifting behind the scenes." Miss Answer: "Exactly. We're talking about Kubernetes. We are exploring the massive shift toward 'Edge AI,' where models are pushed directly to retail aisles and factory floors to achieve ultra-low latency, stronger data privacy, and offline reliability. Plus, we dig into how advanced scheduling systems like Kant and NVIDIA's Run:ai eliminate GPU fragmentation and allow fractional GPU sharing, letting enterprises squeeze every ounce of power out of their hardware."

Running AI across thousands of distributed edge sites or on massive centralized clusters with tens of thousands of heterogeneous GPUs creates an operational nightmare. If you want to know how the industry is fighting back and turning Kubernetes into the unified control plane making it all possible, this episode is for you.

Grab your headphones and listen to the full Audio Deep Dive now!

#AI #Kubernetes #MLOps #EdgeAI #NVIDIA #GPU #TechPodcast #DeepDive

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