gps - What kind of NoSQL storage should we use? -



gps - What kind of NoSQL storage should we use? -

we iot company provide services transportation , logistics companies. infrastructure service provider offer gps tracking devices our client.

although format of gps tracking info neat (gpsid, longitude, latitude, speed, direction, reporttime, etc), amount of big. every device study gps tracking info per 10 seconds, , have 100k devices, 60*60*24*100000/10 = 864m rows of new info generated every day.

using info collected gps tracking device of particular vehicle, client can review traces of vehicle within given period of time (for example, lastly 10 days, need 60*60*24*10/10 = 86.4k rows of data).

currently utilize mysql storage medium, , take advantage of sharding , table partitioning(based on gpsid) of it. since info big , query on frequent, wonder if can utilize nosql storage fit scenario better?

historical info useful info analysis.

appreciated.

it sounds want time series database. these databases optimized big arrays of numbers indexed time. wikipedia lists several open source , proprietary databases time series, including several built on top of cassandra.

wikipedia entry time series database

gps nosql bigdata iot

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