Measured event size · Distributed system

Apache Hadoop log size: 192 bytes per event

The average Apache Hadoop event is 192 bytes, measured from samples of its logs. A distributed system source typically produces 100 events per second per device, bursting to 1,000: per node at INFO; log level is the lever. The rate is an informed estimate; the size is measured.

192 B
per event, measured
100
events per second, typical
1.7 GB
per device per day
605 GB
per device per year

What that comes to

One device, raw bytes, at the typical rate for a distributed system source.

PeriodAt 100 events/sAt the 1,000 events/s burst
An hour69.1 MB691 MB
A day1.7 GB16.6 GB
90 days149 GB1.5 TB
A year605 GB6.1 TB

A day of Apache Hadoop logs from one device at the category's typical rate, 1.7 GB, is about 2 times a CD-ROM.

Size your own

100
events per second
1.7 GB
per day
149 GB
at retention

Raw bytes, before compression, indexing overhead and replication.

Measure a sample of your own

The figure above is an average; yours will differ, and for Apache Hadoop what moves it most is this: per node at INFO; log level is the lever. The profiler reads a sample from Apache Hadoop in your browser, line by line, one event per line, and reports the bytes per line to set against it. Nothing is uploaded.

Other distributed system sources

The distributed system category: its typical rate and every source in it →

Logcaliper, free on iOS, has these sizes and rates built in and sizes a whole list of sources at retention: storage, cluster capacity, nodes.