Tag: optimization
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Optimization of advertising space | Taboo
Introduction Taboola is the world’s leading native advertising platform, serving thousands of websites with a wide variety of products including Taboola Feed, in-article ads and homepage personalization, generating hundreds of millions of impressions daily. Despite our tireless efforts to optimize performance through sophisticated features, advanced models, and robust infrastructure, navigating such complicated ecosystems inevitably reveals…
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TensorFlow service performance optimization on Skylake CPUs
Introduction Taboola is the leading recommendation engine in the $80 billion+ open web marketplace. The company’s platform, powered by deep learning and artificial intelligence, reaches nearly 600 million daily active users. The company’s ML inference infrastructure consisted of 7 large-scale Kubernetes clusters across ten on-premises data centers and tens of thousands of cores. Over the…