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 Enterprise Advanced and SingleStore compete in the realm of large-scale data management. MongoDB Enterprise Advanced may have the edge in flexibility for unstructured data, while SingleStore boasts remarkable speed for complex SQL operations.
Features: MongoDB Enterprise Advanced offers flexibility for semi-structured data, particularly beneficial in JSON compatibility scenarios. Its open-source flexibility supports large data volumes with efficient sharding and aggregation performance. SingleStore stands out with its distributed SQL capabilities and robust in-memory processing, excelling in data ingestion and retrieval speed. It handles complex SQL queries and ensures transaction consistency effectively.
Room for Improvement: MongoDB can enhance integration with BI tools, address default security configurations, and improve indexing and transaction handling. SingleStore could benefit from expanding its SQL functionalities and easing the learning curve related to its complex distribution model. Enhancements in user training might also mitigate potential data partitioning challenges.
Ease of Deployment and Customer Service: MongoDB supports flexible deployment across Public, Private, and Hybrid Clouds, providing robust community support although enterprise-level assistance incurs additional costs. SingleStore offers both cloud and on-premises deployment with structured proprietary support, ensuring hands-on technical guidance for those in need.
Pricing and ROI: MongoDB's open-source model provides cost-effective access; however, transitioning to the Enterprise Advanced version can be costly. Its scalability presents a cost-to-value advantage over traditional databases. SingleStore's pricing, dependent on deployment type, involves substantial initial infrastructure investment but offers favorable ROI for high-throughput analytical tasks due to its performance advantages.
| Product | Market Share (%) |
|---|---|
| MongoDB Enterprise Advanced | 13.9% |
| Redis | 9.1% |
| Couchbase Enterprise | 8.0% |
| Other | 69.0% |
| Product | Market Share (%) |
|---|---|
| SingleStore | 2.9% |
| Amazon RDS | 13.5% |
| MongoDB Atlas | 12.3% |
| Other | 71.3% |
| Company Size | Count |
|---|---|
| Small Business | 35 |
| Midsize Enterprise | 13 |
| Large Enterprise | 38 |
| Company Size | Count |
|---|---|
| Small Business | 4 |
| Large Enterprise | 3 |
MongoDB Enterprise Advanced is a comprehensive platform renowned for its scalability, user-friendliness, and high performance, underpinned by its flexible document-based storage and open-source model. JSON compatibility, clustering, and security elevate its standing among professionals.
The platform facilitates efficient data management through developer-friendly tools and a strong aggregation framework. MongoDB’s no-schema requirement, supported by community expertise, underlines its adaptability. While its sharding capabilities and affordably support large data volumes, there are aspects such as security enhancement and enterprise tool integration that need attention. Indexing and query optimization pose challenges, alongside high costs. Improvements in analytics and UI could advance its infrastructure further.
What are the key features of MongoDB Enterprise Advanced?Industries leverage MongoDB Enterprise Advanced for significant roles in data storage within IoT platforms, healthcare apps, public service monitoring, and big data analytics. Companies in logistics and telecommunications find it instrumental for business process management and video content management, benefiting from its seamless integration and unstructured data support.
SingleStore delivers the performance you need for enterprise AI, providing the most performant data platform for apps and analytics at scale. SingleStore enables organizations to scale from one to one million customers in one unified platform. SingleStore offers transparent pricing as shown here https://www.singlestore.com/pricing/
SingleStore caters to over 400 customers globally, including major banks and tech companies in 50+ countries and 40+ verticals. It offers seamless scaling for both transactional and analytical workloads, simplifying data management with its MySQL compatibility and real-time processing capabilities. SingleStore's distributed architecture ensures speed and reliability, efficiently handling large data volumes.
What are the key features of SingleStore?
What benefits can users find in SingleStore reviews?
Top banks and fintech companies leverage SingleStore for efficient management of financial data, while media and telecom industries use it for scalable metadata management and improved data processing. Retail and eCommerce sectors benefit from enhanced transactional capabilities, reducing the need for separate databases and optimizing reporting processes. SingleStore's capacity to unite diverse workloads makes it a strategic choice across many sectors.
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