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Backblaze, Inc. sees surge in sustained elephant flows for AI driving new storage and compute demands
Backblaze, Inc. warns that artificial intelligence workloads are not simply larger versions of traditional cloud computing tasks but bring fundamentally different infrastructure requirements.
The company points out that AI applications generate sustained, high-volume 'elephant flows' that move petabytes of data between storage and compute over hours or even days. This diverges significantly from legacy cloud traffic patterns and pressures current infrastructure capabilities to evolve. Backblaze, Inc. suggests that meeting these demands will require rethinking how data centers manage and prioritize data transport for AI-driven operations.
Backblaze, Inc. has previously addressed storage concerns as it set the end of support date for Backup Exec in March 2026 and urged users to migrate to B2 cloud storage, according to a company update. The company has also promoted automating cloud storage retention with S3-compatible lifecycle rules to reduce manual workloads, based on a separate release. These efforts reflect Backblaze’s continued focus on adapting infrastructure for changing data demands.
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