构建人工智能存储：面向高性能和租户对象存储的策略.pdf

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1、Architecting AI Storage:A Strategy Architecting AI Storage:A Strategy for Highfor High-Performance and Tenant Performance and Tenant Object StorageObject StorageWenyu ChenCEO,INFINITIX Inc.Architecting AI Storage:A Strategy for High-Performance and Tenant Object StorageWenyu ChenCEO/INFINITIX Inc.ST

2、ORAGEAI Infrastructure ArchitectureAI Evolution:From Foundation to AutonomyNeeds to support Various Applications in AI WorkloadsMulti-Level AI Storage Architecture RequirementsTier 1:highTier 1:high-speed storage speed storage GPU AI training using WEKA,BeeGFS or Lustre FS,CephFS with NVMe SSDs.Tier

3、 2:Tenant and Log Storage Tier 2:Tenant and Log Storage S3 Object Storage and File Storage with NVMeTier3:Cold Storage Storage Tier3:Cold Storage Storage Object Storage with SATA HDDsEach tier is protected by a different mechanism to ensure data security.The first tier utilizes a high-performance fi

4、le system.The tenant tier is scalable and has a hardware fail-safe solution.Tier 1 Storage Uses and ConditionsSecurity ProtectionWith SupremeRAIDcross node HA technology to offer HA function in single SupremeStore5x8 NBD and 7x24x4 on-site repair services and remote technical supportWith SupremRAIDa

5、dvantage,flexible expansion up to 20 SSDs,enabling linear performance&capacity growth.Outstanding PerformanceReliable Serviceup to 80GB/s with one node,support for 32 HGX.Graid is the authorized reseller in Taiwan,offering professional BeeGFS training for local partners.Performance can be linearly s

6、caled,from TB to PB level,easily configured according to budget.BeeGFS Body Mirror technology to provide enhanced data protection.High ScalabilityWith BeeGFS advantage,SupremeStore can be expanded to over 1000 nodes.High Performance and ScalabilityTier 2 Storage Uses and ConditionsArchivingTiering,l