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ThingsBoard Performance on different AWS instances |
ThingsBoard Performance on different AWS instances results |
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/images/reference/performance-aws-instances/method/t3-medium/postgres/queue-stats.png |
Thingsboard queue stats |
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/images/reference/performance-aws-instances/method/t3-medium/postgres/api-usage.png |
Thingsboard API usage |
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/images/reference/performance-aws-instances/method/t3-medium/postgres/htop.png |
htop |
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/images/reference/performance-aws-instances/method/t3-medium/postgres/jmx-visualvm-monitoring.png |
JMX VisualVM monitoring |
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/images/reference/performance-aws-instances/method/t3-medium/postgres/postgresql-pgadmin-dashboard.png |
Postgresql PgAdmin dashboard |
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/images/reference/performance-aws-instances/method/t3-medium/postgres/aws-instance-monitoring.png |
AWS instance monitoring |
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/images/reference/performance-aws-instances/method/t3-medium/postgres/aws-storage-monitoring.png |
AWS storage monitoring |
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/images/reference/performance-aws-instances/method/arm/t4g-medium/postgres/queue-stats.png |
Thingsboard queue stats on ARM architecture |
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/images/reference/performance-aws-instances/method/arm/t4g-medium/postgres/api-usage.png |
Thingsboard API usage on ARM architecture |
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/images/reference/performance-aws-instances/method/arm/t4g-medium/postgres/htop.png |
htop on ARM architecture |
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/images/reference/performance-aws-instances/method/arm/t4g-medium/postgres/jmx-visualvm-monitoring.png |
JMX VisualVM monitoring on ARM architecture |
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/images/reference/performance-aws-instances/method/arm/t4g-medium/postgres/postgresql-pgadmin-dashboard.png |
Postgresql PgAdmin dashboard on ARM architecture |
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/images/reference/performance-aws-instances/method/arm/t4g-medium/postgres/aws-instance-monitoring.png |
AWS instance monitoring on ARM architecture |
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/images/reference/performance-aws-instances/method/arm/t4g-medium/postgres/aws-storage-monitoring.png |
AWS storage monitoring on ARM architecture |
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/images/reference/performance-aws-instances/method/t3-medium/burst-x3/burst-x3-queue-stats.png |
Thingsboard queue stats |
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/images/reference/performance-aws-instances/method/t3-medium/burst-x3/burst-x3-api-usage.png |
Thingsboard API usage |
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/images/reference/performance-aws-instances/method/t3-medium/burst-x3/burst-x3-htop.png |
htop |
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/images/reference/performance-aws-instances/method/t3-medium/burst-x3/burst-x3-jmx-visualvm-monitoring.png |
JMX VisualVM monitoring |
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/images/reference/performance-aws-instances/method/t3-medium/burst-x3/burst-x3-postgresql-pgadmin-dashboard.png |
Postgresql PgAdmin dashboard |
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/images/reference/performance-aws-instances/method/t3-medium/burst-x3/burst-x3-aws-instance-monitoring.png |
AWS instance monitoring |
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/images/reference/performance-aws-instances/method/t3-medium/burst-x3/burst-x3-aws-storage-monitoring.png |
AWS storage monitoring |
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/images/reference/performance-aws-instances/method/t3-medium/flood-x10/beginning-htop.png |
100% CPU load at the beginning x10 stress test |
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/images/reference/performance-aws-instances/method/t3-medium/flood-x10/beginning-queue-stats.png |
Queue stats - performance degrade |
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/images/reference/performance-aws-instances/method/t3-medium/flood-x10/beginning-jmx-visualvm-monitoring.png |
Heap memory used is constantly growing on the JMX monitor |
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/images/reference/performance-aws-instances/method/t3-medium/flood-x10/queue-stats.png |
Queue stats drop to zero and do not respond anymore |
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/images/reference/performance-aws-instances/method/t3-medium/flood-x10/htop.png |
CPU is still 100% load, but mainly spending on the garbage collector |
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/images/reference/performance-aws-instances/method/t3-medium/flood-x10/jmx-visualvm-monitoring.png |
JMX VusialVM monitoring on system dying due to out of memory |
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/images/reference/performance-aws-instances/method/t3-medium/flood-x10/out-of-memory.png |
Out of memory log message |
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/images/reference/performance-aws-instances/method/t3-medium/flood-x10/aws-instance-monitoring.png |
AWS instance monitoring during the x10 stress test |
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/images/reference/performance-aws-instances/method/m6a-large/postgres/thingsboard-aws-m6a-large-queue-stats-dashboard.png |
Queue stats dashboard |
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/images/reference/performance-aws-instances/method/m6a-large/postgres/thingsboard-aws-m6a-large-api-usage-dashboard.png |
Thingsboard API usage dashboard |
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/images/reference/performance-aws-instances/method/m6a-large/postgres/thingsboard-aws-m6a-large-htop-cpu-memory-io-monitoring.png |
htop: CPU, memory, IO read/write |
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/images/reference/performance-aws-instances/method/m6a-large/postgres/thingsboard-aws-m6a-large-jmx-visualvm-monitoring.png |
Java CPU and heap monitoring with JMX VisualVM |
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/images/reference/performance-aws-instances/method/m6a-large/postgres/thingsboard-aws-m6a-large-postgresql-pgadmin-dashboard.png |
Postgres PgAdmin dashboard |
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/images/reference/performance-aws-instances/method/m6a-large/postgres/thingsboard-aws-m6a-large-cpu-network-monitoring.png |
AWS CPU and network monitoring |
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/images/reference/performance-aws-instances/method/m6a-large/postgres/thingsboard-aws-m6a-large-disk-monitoring.png |
AWS storage monitoring |
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/images/reference/performance-aws-instances/method/m6a-large/postgres/thingsboard-aws-m6a-large-disk-type.png |
Storage type GP3, 3000 IOPS, 125 MB/s |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/queue-stats.png |
Thingsboard queue stats |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/api-usage.png |
Thingsboard API usage |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/htop.png |
htop |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/jmx-visualvm-monitoring.png |
JMX VisualVM monitoring |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/postgresql-pgadmin-dashboard.png |
Postgresql PgAdmin dashboard |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/aws-instance-monitoring.png |
AWS instance monitoring |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/aws-storage-monitoring.png |
AWS storage monitoring |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/long-running/queue-stats-long-running.png |
Thingsboard queue stats |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/long-running/api-usage-long-running.png |
Thingsboard API usage |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/long-running/jmx-visualvm-monitoring-long-running.png |
JMX VisualVM monitoring |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/htop-stress-x3.png |
100% CPU utilization. The system is overloaded |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/queue-stats-stress-x3.png |
Thingsboard queue stats under x3 stress test |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/jmx-visualvm-monitoring-long-running-stress-x3.png |
Java machine feels good. Heap memory has enough space to operate |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/kafka-producer-jmx-mbean-stress-x3.png |
Kafka producer state with JMX MBean |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/kafka-lag-stress-x3.png |
Kafka Lag is building up |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/queue-stats--x1--stress-x3--x1.png |
Rule engine stats for x1, x3, and back to x1 loads |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/api-usage--x1--stress-x3--x1.png |
Here are the API usage stats that shows the transport rate (incoming messages and data points) and the rule engine performance |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/kafka-lag-stress-x3-after.png |
Kafka lag is going down |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/queue-stats.png |
Queue stats dashboard |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/api-usage.png |
Thingsboard API usage dashboard |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/htop.png |
htop: CPU, memory, IO read/write |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/postgresql-pgadmin-dashboard.png |
Postgres PgAdmin dashboard |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/aws-instance-monitoring.png |
AWS CPU and network monitoring |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/aws-storage-monitoring.png |
AWS storage monitoring |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/cassandra-disk-size.png |
Cassandra disk size usage |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/telemetry-persisted-chart.png |
Telemetry persisted chart |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/visualvm-forwarded-applications.png |
VisualVM Java application list |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/jmx-thingsboard.png |
JMX monitoring for the Thingsboard. The system is stable |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/jmx-kafka.png |
JMX monitoring for the Kafka. The system is stable |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/jmx-zookeeper.png |
JMX monitoring for the Zookeeper. The system is stable |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/25k-10k-30k/jmx-cassandra.png |
JMX monitoring for the Cassandra. The system is stable |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-5k-15k/queue-stats.png |
Queue stats dashboard |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-5k-15k/api-usage.png |
Thingsboard API usage dashboard |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-5k-15k/htop.png |
htop: CPU, memory, IO read/write |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-5k-15k/jmx-visualvm-monitoring.png |
JMX VisualVM monitoring |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-5k-15k/postgresql-pgadmin-dashboard.png |
Postgres PgAdmin dashboard |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-5k-15k/aws-instance-monitoring.png |
AWS CPU and network monitoring |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-5k-15k/aws-storage-monitoring.png |
AWS storage monitoring |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-5k-15k/disk-usage-cassandra.png |
Cassandra disk usage |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-10k-30k/queue-stats.png |
Queue stats dashboard |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-10k-30k/api-usage.png |
Thingsboard API usage dashboard |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-10k-30k/htop.png |
htop: CPU, memory, IO read/write |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-10k-30k/jmx-visualvm-monitoring.png |
JMX VisualVM monitoring |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-10k-30k/postgresql-pgadmin-dashboard.png |
Postgres PgAdmin dashboard |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-10k-30k/aws-instance-monitoring.png |
AWS CPU and network monitoring |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-10k-30k/aws-storage-monitoring.png |
AWS storage monitoring |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-10k-30k/24h-run/queue-stats.png |
Queue stats dashboard |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-10k-30k/24h-run/api-usage.png |
Thingsboard API usage dashboard |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-10k-30k/24h-run/aws-instance-monitoring.png |
AWS CPU and network monitoring |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-10k-30k/24h-run/aws-storage-monitoring.png |
AWS storage monitoring |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-is-connected/devices-list-100k-thingsboard.png |
Device List with 100k+ lines |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-is-connected/jmx-mbeans-java-lang-operating-system-open-file-descriptor-count.png |
Jmx MBeans java.lang.operating_system open_file_descriptor_count |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/postgresql-disk-usage-total.png |
Postgres disk usage total |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/postgresql-disk-usage-by-table.png |
Postgres disk usage by table |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/kafka-disk-usage-total.png |
Kafka disk usage total |
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/images/reference/performance-aws-instances/method/m6a-large/postgres-kafka/stress-x3/kafka-disk-usage-by-topic.png |
Kafka disk usage by topic |
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/images/reference/performance-aws-instances/method/m6a-2xlarge/100k-5k-15k/disk-usage-cassandra.png |
Cassandra disk usage is about 20 GiB per 1.3B data points |
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