February 2026
Intermediate to advanced
406 pages
13h 25m
Italian
Content preview from IA generativa su Kubernetes (Italian Edition)
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Parte II. Preparazionealla produzione
Essere pronti per la produzione vuol dire che un modello può gestire il traffico continuo senza problemi. Questa parte esamina il lavoro operativo che segue la prima implementazione riuscita. Si apre spiegando come gli scheduler, i plug-in dei dispositivi e i limiti delle risorse influenzano il throughput e l'utilizzo delle GPU. Successivamente, gli elementi vengono collegati tra loro con politiche di scalabilità, strategie di implementazione e gestione dei guasti. Il capitolo conclusivo mostra come i log, le metriche e le tracce rivelano informazioni su latenza, accuratezza e costi. L'obiettivo è mantenere costanti le prestazioni e sotto controllo i costi man mano che la domanda cresce.
In dettaglio, i capitoli di questa parte trattano i seguenti aspetti:
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Il capitolo 3, "Kubernetes e GPU", spiega come Kubernetes e le GPU possono funzionare bene insieme
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Il capitolo 4, "Esecuzione in produzione", si concentra sull'ottimizzazione del modello/runtime per il carico di lavoro di produzione.
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Il capitolo 5, "Osservabilità del modello", spiega gli aspetti specifici dell'osservabilità che rendono l'osservabilità del modello leggermente diversa rispetto all'osservabilità tradizionale del carico di lavoro su Kubernetes.
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.