of “Digital Network Management and Smart Service operation“ for the Smart Port Platform ， presents real operation scenarios such as port communication and perception network, loading, unloading, transportation to complete remote loading and unloading of containers ； (2) Crane Monitoring : Real-time monitoring of port machinery operating status information, with data collection, analysis, management in multiple dimensions with the help of 5G network, video, sensor and control technology Real-time synergy with the terminal operation system (TOS), enabling remote container loading and unloading

的数据归档 • 根据特定属性来查找 log, 可用于维护站点 的 一致性，保护用户免受垃圾邮件影响 13 Hadoop Map/Reduce 实时分析 — 真实情况 • Real time(msec/sec) • Near real time(Min/Hours) • Batch(Days..) Hadoop/Hive..Not realtime. Many dependencies. Lots of that go through Hadoop [at Yahoo!], the latency is about fifteen minutes. … It will never be true real-time..” (Yahoo CTO Raymie Stata) "MapReduce and other batch-processing systems cannot process small

terms on purchased and leased real estate, furniture and fixtures Increase utilization of real estate Improve capacity/ demand planning processes and tools Improve real estate design and develop- ment (administration, security, energy, HVAC and maintenance) Improve real estate selection, acquisition and contracting processes Improve real estate improvement and deployment processes Improve terms with business models with low real estate requirements Reduce number of data centers, branch offices, dealerships, retail outlets, etc. Outsource business functions Increase use of leased real estate Improve terms

115367  SPE Paper 111990  SPE Paper 127517  SPE Paper 127520  New Tool Manages Big Data in Real Time, AAPG Explorer, January 2016 ADNOC  Shortfall identification and management cycle time improved enabled by the OSDU Data Platform. − ‘’Realtime as the standard”: Making sure that any amount of real time data can be handled by the OSDU Data Platform and linked Edge facilities. − ‘’Support for End-to-End kicks for client data  False alarm ratio is less than 8% Automatic Early Kick Alarming Real-time Drilling Data Physics based modeling Time-series Data mining 04 AI 实例：早期井涌预警系统

application functions. 实现了系统的闭环、实时在线、全自动运行，可在 1 秒钟内 快 速完成优化计算和指令下达。 The system has achieved closed-loop, real-time online, and fully automatic operation, with the ability to complete optimization calculations versatility and easy expandability of functions 配套终端功能灵活定制 Customizable Terminal Functions 实时准确响应调度指令 Real-time and Accurate Response to Dispatch Instructions 平台建设亮点 Highlights of the platform construction - VPP analysis based on different regional advantages VPP can establish efficient connection and real-time monitoring between various types of distributed resources, carrying out trading of distributed

coordinate between services and to enable data and process flow across the DX platform, in real time and near real time, with appropriate controls that support both steady-state business operations and exploration

Bigint BIGINT BINARY_FLOAT 32bit Float FLOAT4 BINARY_DOUBLE 64bit Double BINARY_DOUBLE REAL 4bytes Float REAL Date 7bytes Date DATE TIMESTAMP 7bytes TIMESTAMP TIMESTAMP TIMESTAMP WITH TIME

IOC 运营中心管理驾驶舱 运营态势 一站式协同办公 服务与资源唾手可及 “ 一张卡”走遍园区 …… 用户 需求 按需 On-demand 全在线 All-online 实时 Real-time 社交化 Social 自定义 Do It Yourself 提供园区 VIP 专属服 务，无感通行园区任 意 VIP 区域，优先享 有园区资源分配权限 ）对本基地园区的人、车、资产设施进 行全联接，实现数据全融合， 状态全可视，业务全可管，事件全可 控，使园区更安全、更舒适、更高效、更低的运营成本。 安防 体验 成本 效率 全态感知 全域跟踪 极速响应 Real Time 实时 On Demand 按需 All Online 全在线 DIY 自主 Social 交互 保安数量：减少 30%~40% 综合能耗：下降 10% 设 备寿命：延长

Charge ， % 数 ，余存电量报告值 SOP - State of Power ， Wh 数 ，余存瓦时数 SOH - State of Health ， % 数 ，健康状态比值 rSOC - Real State of Charge, % 数 , rSOC = SOC * SOH, 即电池当前实际余存电量能力 LFP - 磷酸铁锂电芯 RLM - 富锂锰基电芯 NCM - 镍钴锰三元电芯 percentage, essential for evaluating long-term performance and reliability. 02 rSOC Calculation Real State of Charge, a product of SOC and SOH, reveals actual residual charge capability, optimizing

中原银行实时风控体系建设实践 Construction practice of real-time risk control system of Zhongyuan bank 陈玉强 中原银行数据银行部 河南省唯一省级法人银行 贴心、专业、合作、共赢 服务战略、服务实体、服务企业、 服 务人民 • 蝉联六年《金融时报》 “年度十佳城市商业银行” ，相继荣获“铁马 十佳银行 ”、“最佳上市公司