The results of streaming data processing can be used to support real-time (or near real-time) automation or visualization, or persisted in an analytical store to be combined with other data for historical analysis. Many solutions combine these approaches to support both real-time and histo...
上文中有提到时间域(Time Domain)的概念,在[2]中,作者为了讨论Unbounded Data Analysis,将主要的分析放在两种不同的时间域中: 1)事件时间(Event Time),即事件实际发生的时间。 2)处理时间(Processing Time),即系统中观察到事件的时间。 这里,我们预设现在的流式数据处理系统是分布式的,则我们还要讨论分布式系统中...
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·经济趋势分析(Economic Trend Analysis):分析宏观经济数据和行业数据,预测经济趋势和市场变化。 2. 大数据技术的最新进展 2. Latest www.teqniks.com in Big Data Technology 2.1 数据处理与存储(Data Processing and Storage) Data Processing and Storage 数据处理和存储技术的进步使得大数据分析变得更加高效和可靠。
The paper discusses the importance of Real-Time Data Analysis (RTDA) with innovative fluid business models for the tourism industry. The study uses a conceptual approach to identify innovative fluid tourism business models and their relationships with RTDA based on the problematisation...
This radical change in the way companies operate requires new data infrastructures to manage data collection, processing, and analysis at scale. Older, on-premises data storage can cost companies a fortune to manage these workloads—which is why so many companies are moving to the cloud. Cl...
实时数据分析Real-time data analysis frameworks (or stream system),最近的工作中涉及要设计一个系统可以实时的监控系统的状态,比如hadoop任务的执行情况,服务器的健康等。这个系统需要实时的处理对象产生的信息,并发送给用户。这个系统显然需要具备如下特性:可靠性
Moving to More Complex Analysis Other Streaming Technologies January 2016 Volume 31 Number 1 [Big Data] ByOmid Afnan Enterprises of all sizes have begun to recognize the value of their huge collections of data—and the need to take advantage of them. As organizatio...
Real-time analytics often takes place at the edge of the network to ensure that data analysis is done as close to the data's origin as possible. In addition toedge computing, other technologies that support real-time analytics include the following: ...
Real-time operational visualization, dynamic product pricing, fraud detection and prevention, IoT data analysis, customer promotion triggering, location-based asset optimization, electronic trading and e-commerce, continuous risk and compliance monitoring ... Apama supports them all. ...