Get Big Data Application Architecture Q&A: A Problem - Solution PDF

By Nitin Sawant, Himanshu Shah

ISBN-10: 1430262923

ISBN-13: 9781430262923

Vast info software structure trend Recipes offers an perception into heterogeneous infrastructures, databases, and visualization and analytics instruments used for knowing the architectures of huge information recommendations. Its problem-solution method is helping in selecting the best structure to resolve the matter handy. within the strategy of analyzing via those difficulties, you'll study harness the ability of latest monstrous facts possibilities which a number of agencies use to achieve real-time gains.

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6. Provides services to abstract incoming data from various protocol layers. 7. Provides a unifying platform for the next layer to process the incoming data. Files Web Services File Handler Message Exchanger Web Services Handler Hadoop Storage Layer Router Byte Streams Stream Handler NoSQL Database HDFS S Data Mart / Data Message Exchanger RFID Streams P Warehouse Serializer Async Message Handler Figure 3-3. info Chapter 3 ■ Big Data Ingestion and Streaming Patterns Protocol conversion is required when the source of data follows various different protocols.

Figure 4-13 lists their major big data use cases. Vendor implementations of NoSQL subsequently became open source implementations as seen in Figure 4-14. NoSQL DB to Use Scenario Applications that provide evaluations of “like” or note that “user that bought this item also bought,” like a recommendation engine. Graph Database Key-Value Pair Database Needle-in-a-haystack applications. Document Database Applications that evaluate churn management on the basis of non-enterprise and social media data.

This means that as events happen, you act on the data; otherwise, that data becomes meaningless in the next minute. • Analyzing the data in real time. This means you will need to have sophisticated analysis patterns to quickly look at the data, spot anomalies, relate the anomalies to meaningful business events, visualize the data, and provide alerts or guidance to the users. All this needs to happen at that very moment. While the Hadoop ecosystem provides you the platform to access and process the data, fundamentally it still remains a batch-oriented architecture.

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Big Data Application Architecture Q&A: A Problem - Solution Approach by Nitin Sawant, Himanshu Shah

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