CelerData offers a comprehensive analysis solution designed for businesses needing real-time insights and analytics, focusing on improving data-driven decision-making and operational performance.
| Product | Mindshare (%) |
|---|---|
| CelerData | 2.0% |
| IBM Turbonomic | 22.0% |
| Spot by Flexera | 16.3% |
| Other | 59.7% |
CelerData stands out for providing real-time analytics capabilities, allowing companies to harness large data sets effectively. It is designed to address complex analytical scenarios and handle significant data volumes with ease, helping businesses make informed decisions quickly, optimizing resource allocation, and boosting performance. Integrating seamlessly into existing infrastructures, CelerData enhances the speed and scalability of data processing and analysis, enabling organizations to adapt to ever-evolving market demands.
What are the key features of CelerData?Industries such as finance, healthcare, and retail leverage CelerData to enhance their data analytics capabilities. In finance, it assists in real-time transaction monitoring, while healthcare uses it for patient data analysis. Retail sectors benefit from inventory and customer behavior analytics, driving better customer service and satisfaction.
| Author info | Rating | Review Summary |
|---|---|---|
| Senior Database Engineer at a healthcare company with 10,001+ employees | 4.0 | I use CelerData for data analytics and migration, finding its catalog features drastically improve query response times and data centralization. While stable and scalable, I believe the open-source version needs better consistency and documentation. |
| Partner at a tech vendor with 10,001+ employees | 5.0 | I've used CelerData for a year to build a customer data lakehouse for BI analytics, finding its interface intuitive and performance stable, though better documentation is needed; overall, it improved our analytics production by 30%. |
| Senior Data Scientist at a tech vendor with 10,001+ employees | 4.0 | I primarily use CelerData for data ingestion in finance, appreciating its agility and impact on time to market. It's stable, scalable, and has good support, though the user experience could improve. I rate it 8/10. |
My main use case for CelerData is data analytics.
I primarily use CelerData for data analytics at CVS Health, examining models for future campaigns and using different data types and subsets to generate reports and dashboards.
In addition to that, I also use CelerData for migration of data from MySQL to StarRocks database and to set up data within Fanatics, moving data from Postgres into StarRocks, as well as for modifications and transformation of JSON payload packages.
The best features CelerData offers include loading data, data broker, CP, CTA, and creating catalogs to point to data sets outside of StarRocks.
When I mention data pro TTA and pointing to data sets outside, I find that these features help us by allowing me to point to S3 buckets holding data files, and by using the catalog to create catalogs for those specific points, I am able to query the data in a faster manner instead of using Athena from AWS, S3, or DataBricks.
CelerData has positively impacted my organization by providing faster response times on reports, especially for real-time data, and I am finally able to centralize all integrated data from different systems for dashboards and reporting.
I have seen response times improve drastically, going from seconds to sub-seconds query responses, and I also improved deployment speed by using Iceberg integration into CelerData catalogs, allowing me to have stream data and real-time data analytics.
CelerData can be improved in several areas.
I have identified issues where the transportation and documentation do not reflect the reality of the models, and I found data points issues related to bugs in the code, so for the open-source version, CelerData needs to be more consistent and reliable compared to the cloud version.
Regarding CelerData's AI capabilities, I believe the governance and security need to be tested and integrated, and it is still too early in development to make a good determination.
Concerning CelerData's AI capabilities, the accuracy and reliability of output depend significantly on the quality of log troubleshooting, which I believe is one of the most important parts.
I have been using CelerData for seven years.
In my experience, CelerData is stable now.
CelerData's scalability has been really reliable for me, accommodating the number of FTE.
The customer support for CelerData has been really good, providing a swift response to my needs.
Before CelerData, I initially used Postgres for analytics on Fanatics.
I have seen a return on investment with CelerData, as I am now able to have faster responses within my reports.
I have no comments regarding pricing, setup cost, and licensing.
To others looking into using CelerData, my advice is to get familiar with how a column-based database system works and not to treat it as a relational database. I would rate this product eight out of ten.
My main use case for CelerData is to use it as a lakehouse and for BI analytics. I use CelerData to build a customer data lakehouse and use that in order to execute SQL queries and build some analytics.
The best features CelerData offers are the easy-to-use tools in order to build new analytics. The tools are easy to use for me because of the interface.
CelerData has positively impacted my organization because we improved the production of new analytics. We improved the production by 30%.
If I had to think of one area where CelerData could be improved, it would be the documentation.
I have been using CelerData for one year.
CelerData is stable.
CelerData's scalability is good.
I never interacted with CelerData's support team.
I did not use a different solution before CelerData.
I had a good experience with pricing, setup cost, and licensing.
It is not possible for us to share information about a return on investment.
I had a good experience with pricing, setup cost, and licensing.
I did not evaluate other options before choosing CelerData.
My advice for others looking into using CelerData is to try fast and fail fast. I am providing this review with a rating of 10.
My main use case for CelerData is in a finance customer use case. I use CelerData to ingest data, and ingesting data is the primary way I use CelerData.
I appreciate CelerData for the agility we have to ingest data. CelerData's agility is beneficial for us in our workflows. CelerData has positively impacted my organization as it reduced the time to market.
CelerData could be improved in the user experience. I do not have specific pain points regarding the needed improvements in the user experience.
I have been using CelerData for one year.
CelerData is stable.
CelerData's scalability is good.
The customer support for CelerData is good.
Negative
I did not previously use a different solution.
I have no metrics related to return on investment.
My experience with pricing, setup cost, and licensing is good.
No options were evaluated before choosing CelerData.
I would rate CelerData an eight on a scale of one to ten. I choose eight because I enjoy working with CelerData. I do not have advice for others looking into using CelerData.
