ServerlessSavants

    Virtual Desktop Infrastructure (VDI) has revolutionized how organizations operate, offering flexibility, scalability, and remote accessibility. Yet, this centralized model is a double-edged sword—consolidating resources also creates a lucrative target for attackers. As cyber threats evolve, traditional perimeter defenses crumble. Here’s how to identify and neutralize 5 critical VDI security risks before they cripple your operations. 1. Centralized Attack Surfaces: The Single Point of Failure Threat Analysis VDI environments consolidate user sessions, applications, and data into centralized servers. While efficient, this creates a high-value target. A single breach can expose  all  connected resources—user credentials, sensitive files, and network pathways. Attackers exploit misconfigurations, unpatched hypervisors, or weak API gateways to pivot across your infrastructure. Mitigation Tactics Implement Zero-Trust Frameworks : Treat every access request as untrusted...

   The race for on-demand GPU acceleration is heating up. As AI inference, real-time video processing, and large language model fine-tuning become critical for businesses,   serverless GPU providers   promise instant scalability without infrastructure headaches. But which platform delivers the best bang for your buck? We pit AWS Lambda, RunPod, and Lambda Labs against each other in a simulated benchmark to uncover the truth. Why Serverless GPUs Are Changing the Game Traditional GPU provisioning is plagued by over-provisioning, complex cluster management, and eye-watering idle costs. Serverless GPUs flip this model: Zero infrastructure management : Deploy code, not servers. Millisecond-scale billing : Pay per inference, not per hour. Instant elasticity : Handle traffic spikes without capacity planning. This is transformative for workloads like generative AI, where demand can surge unpredictably. Startups especially benefit, as  serverless slashes upfront costs an...