Compare MongoDB vs. SQream DB

MongoDB is ranked 2nd in NoSQL Databases with 9 reviews while SQream DB is ranked 25th in Relational Databases. MongoDB is rated 8.0, while SQream DB is rated 0. The top reviewer of MongoDB writes "Good security, highly-available when installed in a cluster, and no schema is needed to store data". On the other hand, MongoDB is most compared with InfluxDB, Scylla and Oracle NoSQL, whereas SQream DB is most compared with Cassandra, MongoDB and MemSQL.
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MongoDB Logo
4,220 views|3,550 comparisons
SQream DB Logo
1,088 views|812 comparisons
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Pricing and Cost Advice
It is rather expensive.We are using the Community Edition of MongoDB.

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Answers from the Community
Morten Calisch
author avatarC Dove
Real User

I haven't used SQream personally. However, if you are only considering GPU based rdbms's please check the following
https://hackernoon.com/which-gpu-database-is-right-for-me-6ceef6a17505

author avatarTristan Bergh
Real User

Your best DB for 40+ TB is Apache Spark, Drill and the Hadoop stack, in the cloud.

Use the public cloud provider's elastic store (S3, Azure BLOB, google drive) and then stand up Apache Spark on a cluster sized to run your queries within 20 minutes. Based on my experience (Azure BLOB store, Databricks, PySpark) you may need around 500 32GB nodes for reading 40 TB of data.

Costs can be contained by running your own clusters but Databricks manage clusters for you.

I would recommend optimizing your 40TB data store into the Databricks delta format after an initial parse.

Ranking
2nd
out of 16 in NoSQL Databases
Views
4,220
Comparisons
3,550
Reviews
7
Average Words per Review
575
Avg. Rating
8.0
25th
Views
1,088
Comparisons
812
Reviews
0
Average Words per Review
0
Avg. Rating
N/A
Top Comparisons
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MongoDB
SQream Technologies
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Overview
Open source database alternative to relational databases. It simplifies development and is extremely scalable.SQream DB is a relational database management systems (RDBMS) that uses graphics processing units(GPUs) from Nvidia. SQream DB is designed for big data analytics using the Structured Query Language (SQL).
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Facebook, MetLife, City of Chicago, Expedia, eBay, GoogleOrange Corporate IT
Top Industries
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Comms Service Provider20%
Software R&D Company16%
Financial Services Firm14%
Government10%
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