Energy efficiency of RAID-like storage technologies

As a home lab enthusiast, I want my servers to perform at their best while also considering energy efficiency.

When evaluating the energy efficiency of RAID-like storage technologies, key factors include active drive count, redundancy overhead, workload patterns, drive sleep capabilities, and file system efficiency. Below is a structured analysis of technologies and configurations, tailored to different storage media (SATA HDD, NVMe SSD, etc.) and file systems.

Key Energy Efficiency Factors

  1. Active Drive Count: More active drives = higher power consumption.
  2. Redundancy Overhead: Parity calculations (RAID 5/6) or mirroring (RAID 1/10) increase writes, raising power use.
  3. Drive Sleep: Technologies allowing unused drives to spin down (e.g., Unraid) save energy.
  4. Workload Type: Sequential vs. random I/O affects drive activity duration.
  5. Drive Type Power Use:
    • SATA HDD: 10–20W active, 5–10W idle.
    • SATA/SAS SSD: 2–5W active/idle (minimal variance).
    • NVMe (M.2/U.2/U.3): 5–15W active, 1–3W idle.
  6. File System Impact: ZFS/Btrfs add CPU/GPU overhead for parity/checksums but may reduce disk I/O via compression.

RAID Levels & Alternatives: Performance vs. Power

TechnologyRedundancyDrive CountRead PerformanceWrite PerformancePower Use (SATA HDD)Power Use (NVMe)Best Use Case
Single DriveNone1LowLow10–20W5–15WMinimalist setups.
RAID 0 (Stripe)None≥2High (×N)High (×N)20–40W+10–30W+Performance-critical, non-critical data.
RAID 1 (Mirror)1 disk2Medium (×1)Low (×0.5)20–40W10–30WSmall redundancy, moderate performance.
RAID 51 parity≥3High (×N-1)Medium (×0.5N)30–60W15–45WBalanced storage, moderate redundancy.
RAID 62 parity≥4High (×N-2)Low (×0.3N)40–80W20–60WHigh redundancy, archival workloads.
RAID 10Mirrored Stripe≥4 (even)High (×N/2)Medium (×N/2)40–80W20–60WHigh performance + redundancy (enterprise).
RAID 50/60Striped Parity≥6 (RAID 50)Very HighMedium60–120W30–90WLarge-scale storage with redundancy.
RAID F1Hybrid Mirror/Parity≥3HighMedium30–60W15–45WFlash-optimized redundancy (less common).
JBODNone≥1VariableVariable10–20W (per drive)5–15W (per drive)Simple expansion; drives can sleep.
UnraidParity (1 drive)≥2ModerateModerate10–30W (active drives)5–20W (active drives)Home NAS (spin-down friendly).
Synology SHRVariable≥2ModerateModerate20–40W10–30WUser-friendly redundancy (similar to Unraid).
Btrfs/ZFS RAIDBuilt-in parity/mirror≥2VariableVariableDepends on RAID levelDepends on RAID levelAdvanced users (compression/dedupe benefits).

Drive Type Considerations

  • SATA HDD:
  • Pros: Cost-effective for capacity, but high power when active.
  • Cons: Spinning consumes ~50% of peak power even idle. Energy savings only possible with spin-down (e.g., JBOD/Unraid).
  • SATA/SAS SSD:
  • Pros: Low power (active/idle similar), fast rebuilds.
  • Cons: No spin-down benefit. RAID 5/6 parity still adds write overhead.
  • NVMe (M.2/U.2/U.3):
  • Pros: Extreme performance, low idle power.
  • Cons: High active power (especially U.3 NVMe). RAID 0/1 best for performance/capacity balance.

File System Impact

  • ZFS:
  • Pros: Compression/dedupe reduce I/O load; checksumming improves reliability.
  • Cons: High RAM/CPU use; frequent scrubs increase drive activity.
  • Btrfs:
  • Pros: Similar to ZFS but lighter on resources; easier to repair.
  • Cons: Less mature; RAID 5/6 still experimental in some cases.
  • XFS/EXT4:
  • Pros: Lower overhead, ideal for simple RAID arrays.
  • Cons: No built-in redundancy or compression.

Recommendations

Most Energy-Efficient

  1. Unraid/JBOD (SATA HDD/SSD):
    • Allows unused drives to spin down. Unraid’s parity protects against single-drive failure.
  2. Synology SHR (SATA SSD):
    • Balances redundancy and efficiency with Synology’s optimized firmware.
  3. Btrfs RAID 1 (NVMe):
    • Mirroring avoids parity overhead; NVMe low idle power.

Best Performance/Watt

  • RAID 10 (NVMe): High throughput for databases/VPS hosting.
  • ZFS RAID-Z1 (SAS SSD): Dedupe/compression reduce I/O; SAS efficiency in enterprise setups.

Avoid for Energy Efficiency

  • RAID 5/6 with SATA HDD: High rebuild times and parity overhead keep drives active.
  • RAID 50/60: Too many active drives for most use cases.

Summary Table

TechnologyEnergy EfficiencyPerformanceRedundancyUse Case
Unraid⭐⭐⭐⭐☆⭐⭐⭐⭐⭐⭐☆Home NAS
RAID 10 (NVMe)⭐⭐☆☆☆⭐⭐⭐⭐☆⭐⭐⭐⭐Enterprise Apps
Btrfs RAID 1⭐⭐⭐☆☆⭐⭐⭐☆⭐⭐⭐VMs, Media
Synology SHR⭐⭐⭐⭐⭐⭐⭐⭐⭐⭐☆SMB/Home
RAID 5 (HDD)⭐☆☆☆☆⭐⭐⭐⭐⭐Legacy Systems

Final Notes

  • For green storage, prioritize SSD/NVMe over HDDs to reduce idle power.
  • Use Unraid or JBOD for NAS setups where drives can sleep.
  • For high-performance redundancy, RAID 10 (NVMe) or ZFS RAID-Z2 (SAS SSD) balance speed and reliability.

Paul MacMillan

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