subcluster
Workload Move
3 articles
Articles
May 7, 2026
Migrate ML Workloads from Legacy Clouds to an EU GPU Cloud
Hyperscaler credits expiring? Facing constrained GPU capacity and high egress fees? AI startups are moving to sovereign European infrastructure to regain control over costs and compliance.
February 23, 2026
Switching from AWS to a European GPU Cloud: A Technical Guide
Many AI teams find themselves locked into AWS due to initial credits, only to face recurring egress fees and utilization waste later. Transitioning to a European GPU cloud like Lyceum offers higher utilization and European data centers in Spain, Paris and the Nordics, without the hyperscaler tax.
February 13, 2026
Migrating from AWS to Dedicated GPUs: A Performance and Cost Guide
Legacy cloud providers often throttle high-performance workloads through hypervisor overhead and restrictive orchestration. For AI engineers, migrating to dedicated GPUs is no longer just a cost-saving measure; it is a technical necessity to unlock the full throughput of H100 and B200 clusters.