ICS 35.240.50 CCS L 77 团体 标准 T/CPUMT 022—2024 工业互联网平台 工业大数据通用技术要求 Industrial Internet Platform —General technical requirements for industrial big data 2024 - 10 - 21发布 2024 - 10 - 21实施 中国和平利用军工技术协会 发布 全国团体标准信息平台 T/CPUMT 022-2024 I 目次 前言 ................................ ................................ ................ III 引言 ................................ ................................ ................. IV 1 范围 ................................ ................................ ............... 6 2 规范性引用文件 ................................ ................................ ..... 6 3 术语和定义 ................................ ................................ ......... 6 4 缩略语 ................................ ................................ ............. 8 5 工业大数据平台总体架构 ................................ ............................. 9 6 数据采集技术要求 ................................ ................................ ... 9 6.1 概述 ................................ ................................ ........... 9 6.2 功能性 ................................ ................................ ......... 9 6.3 性能效率 ................................ ................................ ...... 10 6.4 可靠性 ................................ ................................ ........ 10 6.5 易用性 ................................ ................................ ........ 10 6.6 扩展性 ................................ ................................ ........ 10 6.7 兼容性 ................................ ................................ ........ 10 7 数据存储技术要求 ................................ ................................ .. 10 7.1 概述 ................................ ................................ .......... 10 7.2 功能性 ................................ ................................ ........ 10 7.3 性能效率 ................................ ................................ ...... 11 7.4 可靠性 ................................ ................................ ........ 11 7.5 易用性 ................................ ................................ ........ 11 7.6 维护性 ................................ ................................ ........ 12 7.7 可扩展性 ................................ ................................ ...... 12 7.8 兼容性 ................................ ................................ ........ 12 8 数据处理技术要求 ................................ ................................ .. 12 8.1 概述 ................................ ................................ .......... 12 8.2 实时流式计算 ................................ ................................ .. 12 8.3 大数据批处理 ................................ ................................ .. 14 8.4 宽表数据库要求 ................................ ................................ 16 9 数据分析技术要求 ................................ ................................ .. 17 9.1 概述 ................................ ................................ .......... 17 9.2 交互式分析 ................................ ................................ .... 17 9.3 图分析 ................................ ................................ ........ 18 9.4 数据搜索 ................................ ................................ ...... 20 9.5 AI模型 ................................ ................................ ........ 21 10 数据应用技术要求 ................................ ................................ . 22 全国团体标准信息平台 T/CPUMT 022-2024 II 10.1 概述 ................................ ................................ ......... 22 10.2 功能性 ................................ ................................ ....... 22 10.3 性能效率 ................................ ................................ ..... 22 10.4 可靠性 ................................ ................................ ....... 22 10.5 易用性 ................................ ................................ ....... 22 10.6 兼容性 ................................ ................