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Speed Up Development Times Using S3 and IAM with Pinterest
In this video, learn how Pinterest uses Amazon Simple Storage Service (Amazon S3) and AWS Identity and Access Management (IAM) to create a FGAC system to speed up development times.
Looking to enable its users while deploying analytic toolings, Pinterest identified that those users should have permission in order to access the data. Pinterest collaborated with AWS to create a fine grain access control system to ensure the correct user permissions were in place which, in return, improved development time for the internal users.
We collaborated with AWS, with their S3 and IAM teams to create a fine-grained access control system that's integrated with AWS's STS token system and our LDAP service so that we can get the permissions for the jobs from the user's permissions."
Dave Burgess Head of Data Engineering, Pinterest
AWS Services Used
Amazon S3
Object storage built to retrieve any amount of data from anywhere
Pinterest è un motore di scoperta visiva che ospita miliardi di immagini che oltre 450 milioni di utenti possono esplorare, salvare e condividere come "Pin" su bacheche di ispirazione digitali personalizzate. Nato nel cloud Amazon Web Services (AWS), Pinterest è in grado di dimensionare l'elaborazione, l'archiviazione e l'analisi dei suoi dati in rapida crescita, il tutto riducendo la gestione dell'infrastruttura e concentrandosi sull'innovazione. Utilizzando le soluzioni di elaborazione di AWS, Pinterest ha migrato la sua pipeline iOS di integrazione continua e distribuzione continua (CI/CD) dall'ambiente on-premise per ridurre gli errori di compilazione di oltre l'80%. Inoltre, utilizza il machine learning (ML) per potenziare il suo strumento di ricerca visiva Pinterest Lens, in grado di riconoscere oltre 2,5 miliardi di oggetti e abbinarli ai prodotti. Attualmente, la piattaforma di dati exabyte di Pinterest funziona interamente su AWS, dimensionando la ricerca e l'analisi dei log a oltre 1,7 TB e riducendo i costi operativi del 30%.
Pinterest is a visual-discovery platform and social commerce network with a mission to inspire. Building on AWS storage and compute solutions, Pinterest uses sophisticated machine learning engines to deliver personalized content to its users.
To provide shoppers with a wide selection, Pinterest surfaces hundreds of millions of shoppable Product Pins based on catalogs from retailers around the world, of all sizes. Pinterest powers its fast and accurate visual search by running a sophisticated machine learning (ML) engine rooted in years of computer vision work.
Organizations of all sizes across all industries are transforming their businesses and delivering on their missions every day using AWS. Contact our experts and start your own AWS journey today.