Enhance real-time data handling for increased efficiency and cost reduction.
In order to maximize the value of their data, organizations need the ability to store, process, and analyze complex data sets in real time. Cloud databases provide the agility and responsiveness necessary to reduce costs and increase efficiency. With support for NoSQL, cloud databases are helping organizations with both analytical and operational use cases.
We’ve listed the products and solutions that commonly address the Real-time Data Processing use case below.
AWS provides diverse cloud services suitable for various data workloads.
Google offers serverless database services for flexible resource usage.
Couchbase Capella is a multi-modal NoSQL database focusing on non-relational databases.
MongoDB Atlas is a document-based database with a unified interface for CRUD operations.
Redis is an in-memory database specialized for real-time and transactional use cases.
Cloudera provides services for organizing, analyzing, and centralizing data.
Azure offers managed services with integrated data management and security.
FaunaDB is a NoSQL database that combines the best of relational and NoSQL architectures.
Snowflake supports analytics, data lakes, and data warehouses with automated management features.
MariaDB is a versatile fork of MySQL, supporting transactional, analytical, and hybrid workloads.
Supabase is a PostgreSQL relational database with real-time REST API and serverless functions.
Teradata specializes in data warehousing and analytical use cases with advanced analytics.
Oracle offers autonomous databases with advanced tuning and management.
PlanetScale offers a MySQL-compatible, serverless database with customizable features.
MarkLogic is a NoSQL database for transactional use cases.
Databricks provides an open-source lakehouse storage and SQL capabilities for data lakes.
CockroachDB is a cloud-native, distributed SQL database with auto-sharding for handling unpredictability.
Customize these feature priorities in Taloflow and get expert ratings for 15 different vendors and solutions, including None.
| Feature | Dimensions | Description | Priority |
|---|---|---|---|
| Activity Monitoring |
|
Monitor user activity and alerts when unusual behavior is detected. | Critical |
| Data Encryption |
|
Secure data with encryption in transit or when stored in the cloud. | Critical |
| Data Masking |
|
Selectively obscure column data from users while still allowing access to the column. | Critical |
| Group-Level Security |
|
Group users by requirements and enforce security mechanisms for them. | Critical |
| Identity Management |
|
Natively provides identity management or integrates with identity management tools for authentication and access control. | Critical |
| Key Management |
|
Natively provides key management or integrates with key management tools for creating, managing and controlling cryptographic keys. | Critical |
| RBAC |
|
Authorize and restrict access to specific database functions based on the user's role within the organization. | Critical |
| Real-Time Data Loading |
|
Supports continuous or real-time data upload without degrading performance. | Critical |
| Streaming Data Support |
|
Supports storing, processing or integrating with streaming data. | Critical |
| Transport Layer Security |
|
Enables transport layer security between database servers and client applications. | Critical |
| User Authentication |
|
Verify the identity of users attempting to access database instances. | Critical |
| Cost-Based Query Optimizer |
|
Optimize the query based on query plan cost that determines which query plan to run with. | Important |
| Indexing Technology |
|
Retrieve data from the database without having to read all of the data in storage. | Important |
| Rule-Based Query Optimizer |
|
Optimize the query based on a rule set that determines query execution. | Important |
| Automated Management Utilities |
|
Help administrators by automating DBA operations. | Nice To Have |
| Automated Tuning |
|
Automatically tune functions without the help of administrators. | Nice To Have |
| Manual Tuning |
|
Allows database administrators to directly make changes to parameters. | Nice To Have |
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