The invention discloses an Hbase-based 
time series data storage method, device and equipment. The method comprises the steps of obtaining a piece of 
time series data generated by a 
data source; sorting the plurality of data labels and the at least one monitoring index to obtain a 
label sorting result and an index sorting result, and associating the 
label sorting result and the index sorting result with the data names to obtain a sorting relationship; dividing timestamps according to a preset time interval, and recording the timestamps corresponding to the data 
generation time; forming a row key by the data name, the identification tag and the 
timestamp corresponding to the data 
generation time, forming a column of a tag column cluster by the data tags except the identification tag in the plurality of data tags according to a tag sorting result, and forming a column of an attribute column cluster by the at least one monitoring index according to an index sorting result, obtaining a multi-valued model 
storage structure; and storing the multi-valued model 
storage structure and the sorting relationship into an HBase 
database. By applying the method, the data 
label and the row key can be decoupled, and redundant storage is avoided.