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So far Alice Tate has created 4 blog entries.

Sustainability in AI & AI Data Centers

As AI adoption accelerates, the infrastructure behind it is changing just as fast. In a recent Circular Drive Initiative (CDI) panel discussion, industry leaders from FarmGPU and HydroHost explored how AI data centers are being re-architected, and what that transformation means for sustainability, hardware reuse, and long-term value creation. AI Data Centers Are Built Differently AI workloads, including training, inference, and fine-tuning, have fundamentally altered data center design. GPUs now dominate capital expenditures, driving rack densities from the historical 5–20 kW range to 40–120 kW and beyond. This shift makes liquid cooling, high-speed networking, and memory-intensive architectures essential rather than optional. While storage remains critical to AI workflows, it represents a much smaller percentage of bill-of-materials cost in GPU-centric systems than in traditional enterprise servers. That shift has implications for how infrastructure investments are prioritized—and how sustainability strategies must adapt. Hyperscalers, Neoclouds, and the Long Tail Today’s AI ecosystem includes hyperscalers, fast-growing neoclouds, and a long tail of enterprises and developers that need flexible access to compute. Hyperscalers account for the majority of GPU spending, but neocloud and bare-metal models are filling an important gap. These approaches support sovereign AI, private AI workloads, and faster market entry without massive upfront [...]

By |2026-01-27T16:13:39+00:00January 27, 2026|Blog|Comments Off on Sustainability in AI & AI Data Centers

Legacy Data-Wiping Standards Fail on Modern Shingled Magnetic Drives

By Namrata Sengupta, CDI member representative from BitRaser Enterprise data is growing at a phenomenal rate that requires going above and beyond the limits of traditional storage architecture, demanding more scalability, performance, and a cost-effective storage solution. This surge has further led to the adoption of high-density, lower-cost technology-based drives such as Shingled Magnetic Recording (SMR), which delivers significantly greater areal density than traditional CMR (Conventional Magnetic Recording) drives. SMR drive is a storage technology that increases the areal density of hard drives, allowing more data to be stored per square inch of the platter. This higher density is achieved by altering how tracks are written on the disk. Unlike traditional CMR drives, where tracks sit side by side with clear separation and can be rewritten independently, SMR writes each track so that it partially overlaps the one before it, much like shingles on a roof (See Image 1).   Image 1: SMR Drive Track Organization (Source: bitraser.com)   In short, SMR drives use ‘overlapping recording tracks,’ a design that boosts capacity but forces them to use sequential writes and Read-Modify-Write operations.  The design, therefore: Narrows the width of the write track Allows subsequent tracks to overlap and Packs more [...]

By |2025-12-22T14:38:21+00:00December 19, 2025|Blog|Comments Off on Legacy Data-Wiping Standards Fail on Modern Shingled Magnetic Drives

Closing the Loop on Rare Earth Elements: A CDI Panel on Recovery & Recycling

Rare earth elements (REEs) are essential to modern technology but recycling them remains one of the biggest challenges in the path to a circular economy. In this Circular Drive Initiative (CDI) panel discussion, experts from Microsoft, MOLG, and Alta Resource Technologies explored how innovation, collaboration, and new supply chains can help recover and reuse these critical materials.   Building a Circular Supply Chain for Rare Earths Microsoft’s Louis Kotsakis described how the company’s efforts toward REE recovery began as an internal hackathon project that evolved into a full-scale sustainability initiative. “We started with an idea to recover magnets from hard drives,” he explained. “We failed at first, but we pivoted quickly, building two channels for recycling and disassembly so we can capture magnets directly and send them downstream for rare earth processing.”   These magnets, which are key components in data center hardware, represent a promising domestic source of REEs. Matt Lipscomb of Alta Resource Technologies noted that while the United States has limited mining potential, “the best available source of heavy rare earths isn’t in the ground, it’s in the magnets we already have.”   Alta has developed a clean, scalable process that separates and purifies individual rare earth [...]

By |2025-12-08T22:38:46+00:00October 31, 2025|Blog|Comments Off on Closing the Loop on Rare Earth Elements: A CDI Panel on Recovery & Recycling

Economic Benefits of Circular Drive Practices

This blog explores the economic potential of reusing storage media, backed by market analysis from 2020 to 2028. It highlights how circular economy practices in data storage can reduce costs, alleviate supply constraints, and create new business opportunities while also promoting environmental sustainability. The exponential growth of digital data has led to an unprecedented demand for storage solutions. Traditional manufacturing struggles to keep pace, prompting a shift towards circular economy practices, particularly the reuse of storage media like hard disk drives (HDDs) and solid-state drives (SSDs). This approach not only addresses environmental concerns but also offers significant economic advantages. Market Dynamics and Economic Potential A recent comprehensive study titled "Data Explosion, Circular Solution: How Refurbished Drives Can Bridge the Storage Supply Gap" provides an in-depth market analysis from 2020 to 2028. The findings underscore the viability of reusing storage media, highlighting key metrics that influence device suitability and bolster confidence in the secondary market. The global storage market is evaluated using three primary metrics: Bytes Shipped: Reflects the total digital storage capacity installed worldwide, indicating technological advancements and the escalating demand for data storage across various sectors. Revenue Generated: Provides an economic perspective, showcasing the profitability and market value [...]

By |2025-02-19T21:59:00+00:00February 10, 2025|Blog|0 Comments
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