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https://issues.apache.org/jira/browse/IOTDB-519?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17045392#comment-17045392
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Xiangdong Huang commented on IOTDB-519:
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Hi [~VenkatDatta],
Welcome!
Yes, it is similar to the work you showed on the webpage. Your experience can
help us very much.
Actually, we need to finish 3 tasks:
# add API into IoTDB to support Prometheus, (A middleware is also ok, like
IoTDB-Grafana-Connector)
# We need to design the Schema mapping carefully between Prometheus and IoTDB,
as IoTDB has concepts like Storage Group, Device, Measurement, which is a
little different from InfulxDB, and the schema design will impact the
performance and the memory cost heavily in current IoTDB. Maybe in the process
of finishing this task, we may improve the data model of IoTDB, e.g.,
automatically choose how many storage groups for an application.
# A complete test both on correctness and performance. That is, we do not only
integrate Prometheus but also we want to know can they work well in a heavy
workload (e.g., generating data in a very high frequency).
How do you think?
> Apache IoTDB integration with Prometheus
> ----------------------------------------
>
> Key: IOTDB-519
> URL: https://issues.apache.org/jira/browse/IOTDB-519
> Project: Apache IoTDB
> Issue Type: Wish
> Components: Others
> Reporter: Xiangdong Huang
> Priority: Major
> Labels: gsoc2020, iotdb, mentor
>
> IoTDB is a highly efficient time series database.
> Prometheus is a monitoring and alerting toolkit, which supports collecting
> data from other systems, servers, and IoT devices, saving data into a DB,
> visualizing data and provides some query APIs.
>
> Prometheus allows users to use their database rather than just Prometheus DB
> for storing time series databases.
> This proposal is for integrating IoTDB with Prometheus.
>
> You should know:
> * How to use Prometheus
> * How to use IoTDB
> * Java and Go language
> difficulty: Major
> mentors:
> [email protected]
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