Apr 19, 2020
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
MongoDB and SingleStore are leading contenders in the database management market, particularly competing in scalability and flexible data handling. MongoDB appears to have the upper hand due to its developer-friendly features and open-source nature, which often results in a higher ROI compared to its competitors.
Features: MongoDB is favored for its support of JSON formats and flexibility in managing semi-structured data, making it ideal for healthcare applications like FHIR. It is appreciated for scalability and ease of document handling. SingleStore offers strong capabilities for quick aggregations and fast query responses. Its in-memory storage and distributed architecture provide robust performance for complex SQL operations.
Room for Improvement: MongoDB faces criticism for integration issues and high pricing for enterprise features. Enhancing its indexing and transaction capabilities could benefit users. SingleStore could improve with better documentation and more SQL feature depth. There are challenges in complex data sharing and distribution that need addressing.
Ease of Deployment and Customer Service: MongoDB offers broad deployment flexibility across hybrid, public, and private cloud environments, although enterprise-level support can be slow. SingleStore is limited to on-premises and public cloud options but provides high technical support for seamless issue resolution.
Pricing and ROI: MongoDB's popularity stems from its open-source model, offering a free community edition, which can lead to high ROI. However, premium features might be expensive for small businesses. SingleStore provides a cost-effective solution within its cloud and self-managed licenses, remaining competitive among similar offerings and delivering substantial ROI when utilized effectively.
MongoDB is a flexible and scalable NoSQL database solution that efficiently handles both structured and unstructured data. It is known for its ease of use, JSON capabilities, and efficient data handling, making it ideal for developer-friendly environments.
MongoDB stands out with features like sharding, geospatial indexing, and its open-source nature. Users find it fast and appreciate its seamless integration into different applications. Despite being powerful, it remains straightforward to set up and use, bolstered by a clustering and aggregation framework that enhances its functionality. While generally appreciated for its cost-effectiveness and broad application compatibility, there is room for improvement in security, enterprise integration, and the creation of more robust training and documentation resources. Enhancing performance and adding support for traditional relational database concepts could also prove beneficial.
What are MongoDB's most important features?MongoDB finds widespread application across industries like healthcare, logistics, and telecommunications. It efficiently powers IoT platforms, data analytics, and document management systems. Its schema flexibility and JSON storage capabilities make it ideal for real-time processing and multi-server databases, essential for handling large-scale data volumes in modern applications.
SingleStore enables organizations to scale from one to one million customers, handling SQL, JSON, full text and vector workloads — all in one unified platform.
We monitor all NoSQL Databases reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.
