I’m seeking advice on a system that integrates SSDs for active workloads and HDDs for backups. It must handle daily Linux usage, containers, simulations, and light AI. What architecture would you recommend?
hey, i’d go with a snappy nvme for os and daily tasks while using raided hdds for backup storage. container apps help isolte loads. keep it simple and adjust cooling well, works for my setups
hey, i’ve been noodlin on this too. what about a hybrid setup with a nvme boot drive and raided hdds for backups? how do u feel about tinkering with cooling and redundancy for those containers? would love to hear your experimnce.
Utilizing dual-tier storage has worked well in my setups. I have experienced that assigning an NVMe drive for the operating system and frequently accessed applications greatly enhances system responsiveness and boot times. To handle containerized workloads and light AI operations, incorporating SATA SSDs for persistent tasks and moderate I/O demands balances performance with cost. For data reliability, deploying HDDs using a RAID configuration offers effective redundancy and storage capacity. Meticulous thermal management through optimized airflow and properly rated cooling components is essential to ensure long-term stability in a mixed workload environment.
Based on my experience, a dual-tier architecture is an effective method to integrate SSDs and HDDs in one system. Using an NVMe drive for the operating system and active applications provides the necessary speed for daily Linux usage and container management. Meanwhile, SSDs configured for data-intensive workloads ensure high performance and reliability. For backups, incorporating HDDs arranged in RAID or managed by a system like ZFS offers dependable redundancy and scalability. A multi-core processor is essential to support simultaneous tasks while maintaining system responsiveness and stability over time.