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Circularity in Storage�CDI Updates for 2025��

JM Hands, Aug 2025

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Agenda

  • AI data centers!
  • Circularity strategies
  • Circularity in OCP
  • Media sanitization guidelines and reference policy
  • Drive health grading and automation
  • Seagate research

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Who we are

STEWARD MEMBERS

CDI is a 501(c)(6) Non-profit.

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Finding AI Energy in an Already Challenged Grid

>50% of data center critical IT power2�will be AI-driven by 2028

Projected Non-AI vs AI Data Center Energy Use (MW)1

1 Source – SemiAnalysis, Mar 2024

2 Source – SemiAnalysis defines critical IT power as the power capacity required to support the essential IT infrastructure within datacenters, particularly focusing on the demand driven by AI accelerators

3 Source – Bond Trends – Artificial Intelligence

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Storage is a significant DC power component

Microsoft Azure + Carnegie Mellon Study1

Storage-related emissions –�including storage racks and �local storage devices – make up �33% of operational emissions

We would probably build out bigger clusters than we currently can if we could get the energy to do it.” �Mark Zuckerberg, Meta2

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Power Efficiency vs Embodied Carbon

Storage Media

Embodied Carbon by Product (Kg CO2)

Embodied Carbon per TB (CO2/TB)

Embodied Carbon per TB per Year (CO2/TB/year)

SSD2

4,915

160

32

Hard Drive3

29.7

<1

<0.2

LTO Tape4

48

2.66

<0.6

Source: https://www.seagate.com/resources/decarbonizing-data-report/

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Incentivizing Circular Economy - Carbon Accounting

  • Current GHG accounting disincentivizes circular practices - The cutoff method gives minimal emissions benefit to companies returning drives for reuse
  • Recertified drives deliver 25% lower emissions - Using recertified drives produces significantly less environmental impact than buying new ones
  • Three allocation methods create different incentives - Each method (cutoff, economic, CFF) incentivizes different behaviors in the circular economy
  • Seagate recommends Circular Footprint Formula - CFF provides the most balanced allocation between first and second users
  • Industry standardization is critical - Unified allocation approaches are needed to accelerate circular economy adoption across the industry

Source: Seagate

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CDI Data Sanitization Best Practices

  • Identify & Classify data sensitivity (Low/Moderate/High)
  • Assess Risk using Likelihood × Magnitude framework
  • Review Regulatory Requirements (GDPR, HIPAA, CCPA, etc.)
  • Select Method based on risk assessment
  • Execute Sanitization per IEEE 2883 standards
  • Verify results (sampling for Clear, full verification for Purge)
  • Document & Certify with ISO 27040-compliant Certificate of Sanitization
  • Audit & Improve quarterly reviews and process updates

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CDI Media Sanitization Policy

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Backup

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Storage Sustainability Research from Claude

  • Dramatic Energy Reduction Achievable Today: Combined sustainability practices including tiering, deduplication, and compression can reduce storage energy consumption by 80-90%, while emerging liquid cooling technologies achieve up to 90% reduction in cooling energy - with organizations already realizing 15-35% energy cost reductions.
  • US Leadership Drives Global Transformation: Federal investment exceeds $1 billion in storage sustainability research, with breakthrough technologies like DNA storage (215 petabytes per gram) and Microsoft's Project Silica glass storage promising zero power consumption for long-term data storage by 2030.
  • Circular Economy Unlocks Hidden Value: The storage industry wastes $57 billion annually in recoverable materials, but new initiatives show 90% rare earth element recovery from HDDs is achievable, while predictive maintenance using AI achieves 98% precision in failure prediction, extending device lifespans significantly.
  • Major Vendors Set Aggressive Targets: Western Digital commits to net-zero emissions by 2032 (42% reduction already achieved), Seagate targets 100% renewable energy by 2030, and Samsung leads with 37 semiconductor products receiving third-party carbon footprint verification - though significant gaps remain in industry-wide transparency.
  • Waste Heat Recovery Presents Massive Opportunity: Data centers can supply heating to thousands of homes (a 7.5MW facility could heat 485,000 m²), with real implementations achieving 28% efficiency gains - yet this remains largely untapped in the US despite proven economic viability with 5-10 year payback periods.

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Security, Cryptography, Sanitization, Verification

© 2024 Circular Drive Initiative

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IEEE 2883 Purge

Media Sanitization

ISO/IEC 27040

Certificate of Sanitization

IEEE 2883 Verification

Hardware roots of trust

Firmware audits

Forensic Analysis

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© 2024 Circular Drive Initiative

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