NoSql Requirement HBase/Cassandra
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Nageswara Rao
Mar 3, 2014, 1:27:32 AM3/3/14
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We have a system, where we run lot of analytics, cuurently the product is built using mysql. Now we are exploring NoSQL databases.
The data handled by the product is as follows.
-Writes are 1k to 20K Tps (Transaction Per Seconds)
-Each tuple is of size 500 Bytes to 2 KB
-We have deployement in each customer premise and this can't be centralized, since those data is very sensitive data.
-We provide real time analytics, so reads also 1K to 20 K TPS based on customer size.
-All data are unstructured
-Data are mostly time series data
-Analytics need lot of range search
Have been exploring Hbase, Cassandra both for the next line of product. Please suggest me which to be used, As we know Cassandra's range query is not suggested at production so Cassandra might not been a good solution.
HBase is other option. Looking for best practices on deployement model of HBase.
The data handled by the product is as follows.
-Writes are 1k to 20K Tps (Transaction Per Seconds)
-Each tuple is of size 500 Bytes to 2 KB
-We have deployement in each customer premise and this can't be centralized, since those data is very sensitive data.
-We provide real time analytics, so reads also 1K to 20 K TPS based on customer size.
-All data are unstructured
-Data are mostly time series data
-Analytics need lot of range search
Have been exploring Hbase, Cassandra both for the next line of product. Please suggest me which to be used, As we know Cassandra's range query is not suggested at production so Cassandra might not been a good solution.
HBase is other option. Looking for best practices on deployement model of HBase.
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