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Minio VS Databricks Unified Analytics Platform

Compare Minio VS Databricks Unified Analytics Platform and see what are their differences

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  3. » Reviews
  4. » Alternatives

Minio logo Minio

Minio is an open-source minimal cloud storage server.

Databricks Unified Analytics Platform logo Databricks Unified Analytics Platform

One platform for accelerating data-driven innovation across data engineering, data science & business analytics
  • Minio Landing page
    Landing page //
    2023-09-25
  • Databricks Unified Analytics Platform Landing page
    Landing page //
    2023-07-11

Minio features and specs

  • High Performance
    Minio is designed for high-performance object storage, providing fast read and write speeds and scalability for large-scale storage needs.
  • Open Source
    Being an open-source platform, Minio allows users to review, modify, and distribute its code, fostering transparency and collaboration within the community.
  • S3 Compatibility
    Minio offers S3 API compatibility, making it easier to integrate with existing applications and tools that are already designed to work with AWS S3.
  • Lightweight
    Minio is extremely lightweight and can be deployed on minimal hardware, making it an efficient option for edge computing and low-resource environments.
  • Multi-Cloud Support
    Minio supports a variety of cloud environments, allowing for flexibility and ease of data distribution across multiple cloud providers.
  • Strong Security
    Minio offers strong security features such as automatic encryption, Identity and Access Management (IAM), and compliance with enterprise-level security standards.

Possible disadvantages of Minio

  • Learning Curve
    For beginners, initial setup and configuration can be complex, requiring a certain level of technical expertise to deploy and manage effectively.
  • Limited Ecosystem
    Compared to AWS S3, Minio has a relatively smaller ecosystem of integrated tools and services, which could limit functionality or require additional development resources.
  • Community Support
    While there is a growing community around Minio, the support channels and community contributions are not as extensive as those for more established platforms like AWS.
  • Feature Parity
    Although Minio offers many similar features to AWS S3, there are still some advanced features and services in AWS that are not available in Minio.

Databricks Unified Analytics Platform features and specs

  • Scalability
    Databricks is built on Apache Spark, which allows for easy scaling of data processing and analytics operations across large datasets.
  • Integrated Environment
    Provides a unified analytics platform that combines data engineering, data science, and data warehouse capabilities, simplifying workflows.
  • Collaborative Workspace
    Enables collaboration between data engineers, data scientists, and analysts with its interactive notebooks and real-time collaboration features.
  • Lakehouse Architecture
    Combines the best features of data lakes and data warehouses, providing structured transactional data access over unstructured data.
  • Support for Multiple Languages
    Offers support for multiple programming languages such as Python, R, SQL, and Scala, making it versatile for different users.

Possible disadvantages of Databricks Unified Analytics Platform

  • Complexity
    Despite its powerful features, the platform can be complex to set up and manage, particularly for teams unfamiliar with similar environments.
  • Cost
    The platform can become expensive, especially when scaling operations and running large workloads continuously.
  • Learning Curve
    New users might face a steep learning curve, requiring training and practice to use the platform effectively.
  • Vendor Lock-In
    Using proprietary tools and integrations could lead to dependency on Databricks, making it harder to switch to other solutions in the future.
  • Limited Offline Features
    As a cloud-native platform, Databricks relies heavily on internet connectivity, lacking robust offline features for some use cases.

Analysis of Minio

Overall verdict

  • Minio is a strong choice for those looking for an efficient, scalable, and cost-effective object storage solution. Its compatibility with S3 APIs and ease of deployment make it a versatile option for many organizations.

Why this product is good

  • Minio is a high-performance, distributed object storage system that is designed to handle large-scale unstructured data. It is compatible with Amazon S3 APIs, making it a popular choice for those who want an open-source alternative to S3. Minio provides features such as scalability, security, and simplicity, and it supports a variety of deployment options including on-premises and cloud environments.

Recommended for

    Minio is recommended for developers, IT teams, and organizations that need a reliable object storage solution that can scale with their data needs. It is also a good choice for businesses looking to reduce costs associated with cloud storage services while maintaining high availability and performance.

Minio videos

+ Add

This is MinIO

More videos:

  • Review - A Review of MinIO's Performance Benchmarks
  • Review - MinIO Hardware Considerations

Databricks Unified Analytics Platform videos

No Databricks Unified Analytics Platform videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Minio and Databricks Unified Analytics Platform)

Minio

Databricks Unified Analytics Platform

Cloud Storage
100 100%
Cloud Storage
0% 0
Office & Productivity
0 0%
Office & Productivity
100% 100
Cloud Computing
100 100%
Cloud Computing
0% 0
Development
0 0%
Development
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Minio and Databricks Unified Analytics Platform

Minio Reviews

ReductStore vs. MinIO & InfluxDB on LTE Network: Who Really Wins the Speed Race?
Maintaining consistency between multiple databases, like MinIO and InfluxDB, adds a layer of complexity. In our setup, MinIO, used for blob storage, is linked to data points in InfluxDB via its filename. Any inconsistencies or mismatches between the two could potentially result in data loss. Furthermore, we need to query both databases, which is quite inefficient. Lastly,...
Source: www.reduct.store
Performance comparison: ReductStore vs. Minio
We often use blob storage like S3, if we need to store data of different formats and sizes somewhere in the cloud or in our internal storage. Minio is an S3 compatible storage which you can run on your private cloud, bare-metal server or even on an edge device. You can also adapt it to keep historical data as a time series of blobs. The most straightforward solution would be...
Source: www.reduct.store
Best & Cheapest Object Storage Providers With S-3 Support
MinIO supports many use cases for diverse settings and has been cloud-native from its inception. MinIO’s software-defined suite operates in public and private clouds smoothly at the edge and positions itself as a leader in hybrid cloud object storage.
Source: macpost.net
What are the alternatives to S3?
Zenko is an open source multi-cloud controller allowing users to be in control of data while leveraging the efficiency of private and public clouds. Zenko stores information locally and to Amazon S3, Azure Blob storage, Google Cloud Storage, or any S3-compatible cloud storage platform (Ceph, Minio, and more). Zenko, as described on the official website, is not a data mover,...
Source: www.w6d.io
Ceph Storage Platform Alternatives in 2022
MinIO leverages the hard won knowledge of the web scalers to bring a simple scaling model to object storage. At MinIO, scaling starts with a single cluster which can be federated with other MinIO clusters to create a global namespace, spanning multiple data centers if needed. It is one of the reasons that more than half the Fortune 500 runs MinIO.
Source: www.teimouri.net

Databricks Unified Analytics Platform Reviews

We have no reviews of Databricks Unified Analytics Platform yet.
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Social recommendations and mentions

Based on our record, Minio seems to be a lot more popular than Databricks Unified Analytics Platform. While we know about 167 links to Minio, we've tracked only 1 mention of Databricks Unified Analytics Platform. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Minio mentions (167)

  • OpenBSD Upgrade 7.6 to 7.7
    In addition, it also includes MariaDB update where "Binary logs are no longer purged by default unless a replica has connected", and minio update where "the MinIO Gateway and the related filesystem mode code have been removed". - Source: dev.to / about 1 month ago
  • Hosting Services – The Short and Mid-Term Solution Before Transition to the Public Cloud
    Consume object storage – a hosting provider can deploy and maintain object storage services (such as Min.io), offering his customers to begin consuming storage capabilities that exist in cloud-native environments. - Source: dev.to / 3 months ago
  • When using an S3-compatible Object Storage, be cautious when upgrading **SDK for Java 2.x** to version **2.30.0 or later**
    Based on a rough check using o1 pro mode & Deep Search, MinIO supports it, but other storages do not. - Source: dev.to / 4 months ago
  • Gitlab names Bill Staples as new CEO
    You don't happen to work at Minio do you? Because apparently Minio is for AI these days: https://min.io/. - Source: Hacker News / 6 months ago
  • Minio integration with nestjs | file upload & retrieve
    What is minio? Minio is *free, open-source, scalable S3 compatible object storage. - Source: dev.to / 6 months ago
View more

Databricks Unified Analytics Platform mentions (1)

  • Should I replicate all our transactional DB to Redshift?
    See more here: https://databricks.com/product/data-lakehouse. Source: about 3 years ago

What are some alternatives?

When comparing Minio and Databricks Unified Analytics Platform, you can also consider the following products

Ceph - Ceph is a distributed object store and file system designed to provide excellent performance...

Saturn Cloud - ML in the cloud. Loved by Data Scientists, Control for IT. Advance your business's ML capabilities through the entire experiment tracking lifecycle. Available on multiple clouds: AWS, Azure, GCP, and OCI.

Google Cloud Storage - Google Cloud Storage offers developers and IT organizations durable and highly available object storage.

Amazon SageMaker - Amazon SageMaker provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly.

Amazon S3 - Amazon S3 is an object storage where users can store data from their business on a safe, cloud-based platform. Amazon S3 operates in 54 availability zones within 18 graphic regions and 1 local region.

Azure Synapse Analytics - Get started with Azure SQL Data Warehouse for an enterprise-class SQL Server experience. Cloud data warehouses offer flexibility, scalability, and big data insights.

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