Leverage the Power of Big Data Index to Dramatically Accelerate Queries on AWS Athena | varada.io скачать в хорошем качестве

Leverage the Power of Big Data Index to Dramatically Accelerate Queries on AWS Athena | varada.io

We ran a benchmarking analysis of a sample of queries on AWS Athena vs. Varada's big data indexing-based platform. The results will amaze you! Queries on Varada ran 10-100x faster, while reducing scanned data from 100s of GB to 100s of KB! For the benchmarking analysis, we used the following: Ride sharing application Used by marketing and product teams for segmentation, user behavior, etc. Files in parquet format (S3) + snappy compression 27.6bn rows, 1.5TB (compressed) Cluster: AWS Athena ran on 3 months of data, partitioned daily. Varada cluster ran on the same data lake (AWS S3), no modeling or partitioning. Varada supports different types of indexes in SQL; columns are automatically indexed according to workload needs. Varada also leverages CBO and dynamic filtering to accelerate joins by orders of magnitude. You can finally avoid those timeouts and brittle manual query re-writes. What's in it for you? Dramatic performance & resource utilization uplift: Varada is deployed in your VPC. No need to move or duplicate data. Reduce AWS Athena cost and deliver a predictable cost structure. Avoid manual query re-writes to support a wide range of SQL data consumers. Accelerate text and log analytics on top of your data lake. *** For additional information on big data infrastructure, go to varada.io ✿ Social Links: LinkedIn:   / varadaio   Twitter:   / varadaio   🌐Check Out Our Website! https://varada.io 🔔 SUBSCRIBE IF YOU ARE NEW AND TURN THE BELL ON Watch More Videos: ▶️ Leverage the Power of Big Data Index to Dramatically Accelerate Queries on AWS Athena    • The Data Virtualization Evolution: Presto ...   ▶️ VARADA | Big Data Small Effort    • Video   ▶️ Varada Data Virtualization Platform    • Varada Data Virtualization Platform | vara...   Thanks for being with us! 👍 Like the video 💬 Comment if you made it till the end! 🔗 Share the video with anyone you think it might help :)