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 both major players in the database management category. MongoDB's strength lies in its scalability and ease of use for unstructured data, making it preferable for rapid, flexible applications. SingleStore, however, stands out in performance and real-time analytics, especially for environments with high transactional demands.
Features: MongoDB is praised for its scalability, the capability to handle unstructured data efficiently, and robust community support. It is particularly effective with JSON data management. In contrast, SingleStore excels in rapid data ingestion and real-time analytics, with high concurrency and complex query performance due to its in-memory storage and distributed architecture.
Room for Improvement: MongoDB needs improvements in indexing stability, platform integration, and documentation. Users also find its pricing could be more attractive, and it would benefit from more advanced relational capabilities. SingleStore users suggest enhancing its SQL feature set, particularly in stored procedures and complex data distribution across partitions, which can impact performance if not managed well.
Ease of Deployment and Customer Service: MongoDB is highly versatile in deployment across hybrid, public, and private clouds, with strong community support to ease deployment. SingleStore offers detailed and efficient customer support but has limited public cloud deployment experience. However, MongoDB is noted for its ease of handling thanks to strong community resources, despite less frequent reliance on direct technical support.
Pricing and ROI: MongoDB's open-source model makes it cost-effective for smaller applications, but enterprise pricing can be less competitive. Users note favorable ROI from the community version. On the other hand, SingleStore is considered slightly pricier but justifies costs with infrastructure and analytical strengths, providing cost savings through efficient processing and free licensing for self-managed clusters.
| Product | Market Share (%) |
|---|---|
| MongoDB Enterprise Advanced | 16.7% |
| ScyllaDB | 9.0% |
| Redis | 8.8% |
| Other | 65.5% |
| Product | Market Share (%) |
|---|---|
| SingleStore | 2.6% |
| Amazon RDS | 20.1% |
| MongoDB Atlas | 13.9% |
| Other | 63.4% |
| Company Size | Count |
|---|---|
| Small Business | 35 |
| Midsize Enterprise | 13 |
| Large Enterprise | 37 |
| 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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