Edge computing shifts spend from centralized bandwidth and compute toward distributed infrastructure at multiple sites. For data-intensive use cases, this typically reduces total spend even when accounting for the distributed footprint, because bandwidth savings exceed edge infrastructure costs. The economics improve as data volumes grow, making edge increasingly attractive for organizations facing escalating bandwidth bills.
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