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Big Data Architecture

O Workload

■    RTDE - high write throughput

■    MDPS - long-running data Processing (I/O and CPU intensive): data transformations,...

■    AS - compute intensive (I/O and CPU intensive)

• RS - various types of queries

O Technologies

■    RTDE - key-value, in-memory

■    MDPS - Hadoop

■    AS - analytic appliences

■    RS - in-memory, columnar DB 3 Conclusion

■    very complex architecture with multiple components

■    the need of integration

R.Wrembel - Politechnika Poznańska, Instytut Informatyki

IBM Architecture

O Data warehouse augmentation: the queryable data storę. IBM software solution brief.

Streaming data    Structured and unstructured