Compare MongoDB vs. SQream DB

MongoDB is ranked 1st in NoSQL Databases with 10 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, Couchbase, Oracle NoSQL and Oracle Berkeley DB, whereas SQream DB is most compared with Cassandra, Vertica, MemSQL, SQL Server and Kinetica.
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MongoDB Logo
4,351 views|3,571 comparisons
SQream DB Logo
1,120 views|848 comparisons
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This is an open-source solution.MongoDB is an open-source solution.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 avatarYuval Klein
Real User

SQreamDB is a GPU DB. It is not suitable for real-time oltp of course.

Cassandra is best suited for OLTP database use cases, when you need a scalable database (instead of SQL server, Postgres)
SQream is a GPU database suited for OLAP purposes. It's the best suite for a very large data warehouse, very large queries needed mass parallel activity since GPU is great in massive parallel workload.

Also, SQream is quite cheap since we need only one server with a GPU card, the best GPU card the better since we will have more CPU activity. It's only for a very big data warehouse, not for small ones.

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
1st
out of 16 in NoSQL Databases
Views
4,351
Comparisons
3,571
Reviews
10
Average Words per Review
596
Avg. Rating
7.9
25th
Views
1,120
Comparisons
848
Reviews
0
Average Words per Review
0
Avg. Rating
N/A
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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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