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AI Infrastructure at Scale: How Out-of-Band Management Prevents Costly Downtime

AI Infrastructure at Scale: How Out-of-Band Management Prevents Costly Downtime

Large-scale AI infrastructure powers critical operations, from cloud-based services to on-premises deployments. Yet, a single outage can cost organizations thousands of dollars per minute in lost revenue and damage customer trust. In highly distributed AI environments, downtime risks are amplified, making resilient management essential. The Cost of Downtime: Hard Data Downtime impacts are quantifiable. A […]

AI on a Budget: How Enterprises Can Keep Up with DeepSeek’s Disruptive Shift

AI on a Budget: How Enterprises Can Keep Up with DeepSeek’s Disruptive Shift

While the AI race has been focused on ever-larger models with trillions of parameters, DeepSeek R1 has disrupted the industry with a game-changing breakthrough—smart caching technology. By optimizing disk caching, it has slashed API costs by 90%, making large-scale AI computation significantly more accessible. DeepSeek’s rapid rise highlights a major industry shift: intelligent storage + […]