HTAP With Reactive Streaming ETL

نویسندگان

چکیده

In database management systems (DBMSs), query workloads can be classified as online transactional processing (OLTP) or analytical (OLAP). These often run within separate DBMSs. hybrid and (HTAP), both may execute the same DBMS. This article shows that it is possible to OLTP OLAP DBMSs, still support timely business decisions from queries running off fresh data. Several setups manage are analysed. Then, benchmarks on two industry standard DBMSs empirically show that, under an workload, a row-store DBMS sustains 1000 times higher throughput than columnar DBMS, whilst more 4 faster Finally, reactive streaming ETL pipeline implemented which connects these Separate events streamed few seconds.

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ژورنال

عنوان ژورنال: Journal of Cases on Information Technology

سال: 2021

ISSN: ['1548-7717', '1548-7725']

DOI: https://doi.org/10.4018/jcit.20211001.oa10