Big Data Application Architecture Q & A by Nitin Sawant & Himanshu Shah

Big Data Application Architecture Q & A by Nitin Sawant & Himanshu Shah

Author:Nitin Sawant & Himanshu Shah
Language: eng
Format: epub, mobi
ISBN: 9781430262923
Publisher: Apress


Understanding Big Data Access

The different big data access patterns are shown in Figure 5-2 and are described in detail in this chapter.

Figure 5-2. Big data access patterns

As seen in the discussion of NoSQL in earlier chapters, the way data is stored and structured in a NoSQL database is typically governed by the use cases to be implemented. Along similar lines, patterns for data access are also governed by the application functionality.

As you can see in Table 5-1, data should be abstracted in a layer above the Hadoop distributed file system (HDFS) to ensure low latency and business-specific data storage in a structured format.

Table 5-1. Use Cases to Access Patterns

Sr. No

Use Cases

Access Pattern



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