Multivariate event detection
Budget: $750 – $1,500 USD
There are ~100k units, each unit is equipped with ~10 sensors to collect data, some of these inputs are correlated and others are independent.
1. determine if we can put these units into n clusters
2. for each unit, detect events, i.e. if something abnormal happens, triggers the alarm
3. if the alarm is triggered, do something, such as turn off the unit for 10min
Units will send data to the cloud, all computing is done within the cloud, then the output will be sent back to the unit/user
Please let me know. Thank you.
1. determine if we can put these units into n clusters
2. for each unit, detect events, i.e. if something abnormal happens, triggers the alarm
3. if the alarm is triggered, do something, such as turn off the unit for 10min
Units will send data to the cloud, all computing is done within the cloud, then the output will be sent back to the unit/user
Please let me know. Thank you.