GenAI《遏制浪费：H2O如何解决其存储瓶颈》（由Datafy赞助）.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.GenAI,Hold the Waste:How H2O Fixed Its Storage BottleneckS T G 2 0 4-SOphir ZahaviDirector,Cloud E

2、ngineeringh2o.aiZivan OriCEODatafy 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.End-to-end platform designed to create,and operate models or AI applicationsVisionary in Gartner Magic Quadrant Data Science Machine Learning 2025Leader in Forrester Wave Computer Vision Tools 2024W

3、ho is H2O.ai?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Designed for speed,security,and scale Managed platform for Generative and Predictive AI Automation-heavy,multi-cloud,zero trust AI infra AI/ML workloads on Kubernetes using Bottlerocket Storage&data runs onAWS EBSThe H2O

4、.ai Technology Stack 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Storing over 2PiB on EBS,growing quickly EBS isnt flexible enough Capacity and Performance Dynamic provisioning isnt possible which leads to massive overprovisioning EBS is largest source of“wasted”budget-average

5、 utilization 30%The H2O.ai EBS Problem 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Autonomous storage solution is deployed on-the-fly and adjusts EBS volume capacity&performance in real timeEnter Datafy 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Dynamic

6、 Auto-ScalingFully autonomous solution,that overcomes AWS EBS limitations and allows to endlessly scale up and down your EBS volumesNo Down Time,at allDatafys solution is installed and uninstalled upon demand,with no down time,no maintenance windows,and no hassleNo Changes Needed