Cisco Jasper vs. dbt vs. ibi Data Migrator

Using Cisco Jasper is suitable for managing large numbers of cellular subscribers where manual management is impossible. If you are a prototype project with dozens of subscribers, it may not be convenient for you to deal with Cisco Jasper and opt for manual management. The use of Cisco Jasper is justified in a production and project monetization environment.

Incentivized

The prerequisite is that you have a supported database/data warehouse and have already found a way to ingest your raw data. Then dbt is very well suited to manage your transformation logic if the people using it are familiar with SQL. If you want to benefit from bringing engineering practices to data, dbt is a great fit. It can bring CI/CD practices, version control, automated testing, documentation generation, etc. It is not so well suited if the people managing the transformation logic do not like to code (in SQL) but prefer graphical user interfaces.

Incentivized

• Device integration
• Connectivity management
• Enterprise-grade solution

Incentivized

• dbt supports version control through GIT, this allows teams to collaborate and track the data transformation logic.
• dbt allows us to build data models which helps to break complex transformation logic into simple and smaller logic.
• dbt is completely based on SQL which allows data analyst and data engineers to build the transformation logic.
• dbt can be easily integrated with snowflake.

Incentivized

• Occasionally, it takes a long time for things to load, but that is just a feature.
• There are a few minor glitches, but nothing that affects usage.
• It was assuring security as a vendor-based solution.

• Field-level lineage (currently at table level)
• Documentation inheritance - if a field is documented the downstream field of the same name could inherit the doc info
• Adding python model support (in beta now)

Incentivized

dbt is very easy to use. Basically if you can write SQL, you will be able to use dbt to get what you need done. Of course more advanced users with more technical skills can do more things.

Incentivized

In our country, the subscriber management platform is not eligible since each cell phone operator opts for a particular brand, that is, we have not had an option, although we have no complaints about the platform, we feel comfortable using it. I know of other management platforms used by other operators and they are really all very well designed, but we all know about CISCO's track record in the market, which adds additional value.

Incentivized

I actually don't know what the alternative to dbt is. I'm sure one must exist other than more 'roll your own' options like Apache Airflow, say, bu tin terms of super easy managed/cloud data transforms, dbt really does seem to be THE tool to use. It's $50/month per dev, BUT there's a FREE version for 1 dev seat with no read-only access for anyone else, so you can always start with that and then buy yourself a seat later.

Incentivized

• We saved an average of 14% on device connectivity costs
• We have an almost 99% uptime thanks to CJ.

Incentivized

• Simplified our BI layer for faster load times
• Increased the quality of data reaching our end users
• Makes complex transformations manageable

Incentivized