Shopee is the leading e-commerce platform in Southeast Asia. In this blog, Tianbao Ding and Haoning Sun from Shopee’s data infrastructure team share their project on query acceleration and “Data Access as a Service.” They describe how Shopee leverages Alluxio to improve Trino query performance by ~55% and how Alluxio enhances developer experience by providing … Continued
Category: Case Studies
This blog was originally published in Razorpay Engineering Blog: https://engineering.razorpay.com/how-trino-and-alluxio-power-analytics-at-razorpay-803d3386daaf Razorpay is a large fintech company in India. Razorpay provides a payment solution that offers a fast, affordable, and secure way to accept and disburse payments online. On the engineering side, the availability and scalability of analytics infrastructure are crucial to providing seamless experiences to … Continued
This article shares the data platform practice at Expedia to federate cross-region data lakes spanning multiple geographic regions in the cloud. 1. Background Expedia Group (NASDAQ: EXPE) is an American online travel shopping company for consumer and small business travel. Expedia powers travel for everyone, everywhere through our global platform, with industry-leading technology solutions to … Continued
Lei Li, AI Platform Lead, and Zifan Ni, Senior Software Engineer from Bilibili, share how they applied Alluxio to their AI platform to increase training efficiency, as well as best practices including technical architecture and specific tuning tips Overview About Bilibili Bilibili (NASDAQ: BILI) is a leading video community with a mission to enrich the … Continued
This blog shares the practice of using Alluxio and Spark to accelerate the auto data tagging system in WeRide, an autonomous driving technology company.
To provide model training with the best experience, Tencent has implemented a 1000-node Alluxio cluster and designed a scalable, robust, and performant architecture to speed up Ceph storage for game AI training. This blog will give you insight into how Alluxio has been implemented and optimized at Tencent.
In this blog, we provide an overview of Alluxio’s AI/ML model training solution. For more details about the reference architecture and benchmarking results, please refer to the full length whitepaper.
Running inference at scale is challenging. In this blog, we will share our observations and the practice to use Alluxio to speed up the I/O performance for large-scale ML/DL offline inference at Microsoft Bing.
Alluxio is the data orchestration platform to unify data silos across heterogeneous environments. The following blog will discuss the architecture combining Spark with Alluxio.