制造型企业数据存储架构最佳实践

1、制造型企业数据的存储最佳实践2两化融合是指导智能制造转型升级的核心思想云端 应用服务云端 数据分析云端产 业协同制造业产生了大量的协同数据以创新和服务客户市场的生产力提升为目标互联集成数据创新转型横向集成物联网机器人PLMSCMWMSCRM001011 100110 数字双胞胎 虚实结合数 字 化 企 业数 字 化 工 厂纵 向 集 成企业级工厂级车间级设备级智能设备控制级智能工厂柔性制造自动化控制智慧运营智 能 制 造 是 手 段全新的生产模式全新的生产过程全新的供需关系智慧的运营能力大数据/人工智能全面预算财务管理计划管理项目管理物资管理机器编程控制系统生产执行运营管理CPSE-com各类

2、数据需要专业的存储平台设计研发产品研发数据分析 产品设计数据素材 VR设计数据交互 人工智能数据湖生产线VDI工位及ERP应用物联网 网关/边缘计算企业无线协作 智能产线管理 AR/VR虚拟组装供应链供应链系统管理 供应链ERP应用 物联网的供应链销售环节CRM ERP OA研发CADCAM力学分析 仿真VDI制造DNCOEE设备管理质量OA 流程管理装配过程仿真 数字预装配 产线管理物流物流计划 ERP MES管控PLM MES FDC DNK数据存储（性能，容量，可靠性，可追溯，数据总线）UserPaaSPivotal CFIaaSNetworkCloudPoolsILM 100PBIsi

3、lonBig Data without Data Silo+ Hybrid Cloud+ Agile AppStorage(AFA/Hybrid)HPCServer farmSame file SSDSASNL-SASInfrastructureServer(GPU/FPGA)SDDC stack(vRealize suite)vSpherecontainerNSXA-A DCUNITY XIOSCSeriesDDVE AVEScaleIOvSANVSAIsilonSD ECSVMAXvSAN/ScaleIO Ready nodeCDP/CRRRP4VVxRailVxRackVxBlockEC

4、S ISILONAzureStackMPP-Grid RDBMSGreenplumvFabricCloud-Native, Micro-services, DevOpsSteaming process and AnalyticsLegacy and MonolithicNFSECSTBs-EBsOAI4.0logsIoTS3, SWIFTRestful, HDFSLANAPHDFS ApacheNDMPCloudArray CTACloudBoostCloudTierBackupBackup(D.N.A)NetworkerIn-Memory Data Grid Gemfire1/10/25/4

5、0/50/100GbEWireless8/16/32Gb FCMD-SeriesFS-SeriesXCSWIFTFTPHTTPNFS SMB CIFS+ SecurityGPDB/Gemfire Pivotal PCFDDVE/AVENetworker#1 ProSupport, ProDeploy Services#1 Security: RSA, SecureworksCloud StorageAirWatch VDI+Pro Service数据存储解决方案基础架构4Intel Advanced Vector Extensions 512 (Intel AVX-512)Skylake-SP

6、 introduces 512-bit vector capability up to 2x improvement in peak performance over AVX2Intel AVX(Sandy Bridge & Ivy Bridge)16 SP/8 DP Flops/Cycle256-bit basic FP16 registersNDS (and AVX128)Improved blendMASKMOVImplicit unalignedIntel AVX2 (Haswell & Broadwell)32 SP/16 DP Flops/CycleFloat162 256-bit

7、 FP FMAs (Fused Multiply-Add)256-bit integerPERMDGatherIntel AVX-512 (Skylake-SP)Up to 2 512-bit FMAs512-bit FP and Integer32 registers8 mask registers64 SP/32 DP Flops/Cycle (SKUs with 2 512-bit FMAs)32 SP/16 DP Flops/Cycle(SKUs with 1 512-bit FMA)Embedded roundingEmbedded broadcastScalar/SSE/AVX “

8、promotions”Native media additionsHPC additionsTranscendental supportGather/ScatterIntel AVX* and Intel Turbo Boost Technology 2.0AVX-optimized workloads still see significant performance benefit (whencompared to non-AVX workloads)Some processors with turbo may not achieve any or maximum turbo freque

9、ncy when running Intel AVX* instructionsRated BaseRated TurboAVX BaseAVX TurboFrequency (GHz)Intel Advanced Vector Extensions (Intel AVX)* are designed to achieve higher throughput for certain integer and floating point operations. Due to varying processor power characteristics, utilizing AVX instru

10、ctions may cause a) some parts to operate at less than the rated frequency and b) some parts with Intel Turbo Boost Technology 2.0 to not achieve any or maximum turbo frequencies. Performance varies depending on hardware, software, and system configuration and you should consult your system manufacturer for more information. * Inte