Jakub Demianowski explained how Allegro's data pipeline optimization led to an estimated 60% cost reduction, showcasing a thorough analysis of resource utilization.
Allegro’s analysis showed mean CPU utilization was 85%, suggesting resources were not underutilized, leading to the investigation of other areas for cost savings.
To enhance cost savings, Demianowski changed to the t2d-standard-8 VM type, which provided the best price-to-performance ratio, yielding a 32% reduction in costs.
The comparison of storage types revealed that using SSDs resulted in cost benefits over HDDs, illustrating the importance of storage choice in overall pipeline costs.
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