Where are you on your time series journey?
Multi-team adoption
33%
Individual dev team adoption
18%
Piloting or considering
16%
No plans
34%
What do you consider the top benefits of collecting, storing, and analyzing time series data? (multi-select)
Real-time data intelligence and applications
60%
Anomaly detection
32%
Predictive intelligence
43%
Deeper observability into systems operations
46%
What are your primary challenges when working with time series/timestamped data?
Managing data volumes
46%
Querying data
29%
Collecting data
32%
Scaling data infrastructures
42%
Performing analytics
41%
Transforming data
40%
What data stores do you use (or plan to use) for your time series data? (multi-select)
Relational database
38%
NoSQL database
30%
Time series database (on-prem)
28%
Time series database (cloud-native)
37%
Data historian
17%
Homegrown solution
23%
What is your biggest roadblock to deploying a time series database or platform?
Technical expertise
37%
Time and resources
22%
Budget
20%
Lack of executive buy-in
20%
What is your job function? (select one)
Security Engineer
12%
Network Engineer
4%
DevOps Engineer
20%
Software Engineer
14%
Data Scientist
6%
Manager
13%
Executive
12%
Other
18%