15,263
Cloud data management
2023-06-09
Granica
3
Data cost reduction for training.
Overview
Generated by ChatGPT
The Granica AI Efficiency Platform is an industry-first tool that aims to reduce the cost of storing and accessing data for AI training. It is a developer-first platform that is designed to handle petabyte-scale data and is compatible with AWS and GCP.
The platform offers several services, including Crunch and Screen, which provide efficient data processing and data detection capabilities.One of the key features of the platform is the ability to reduce data storage and transfer costs by up to 80% using Byte-Granular Data Reduction.
This is achieved through novel compression algorithms specifically designed for Amazon S3 and Google Cloud Storage. Additionally, API costs can be reduced by up to 90%.The platform also focuses on data privacy and security.
It offers Byte-Precise Detection, which ensures high precision and recall in detecting personally identifiable information (PII) and other sensitive data in storage.
This is accomplished at a fraction of the cost and effort compared to traditional scanning methods.By deploying the Granica platform, companies can benefit from increased efficiency, improved data security, and significant cost savings.
The platform integrates seamlessly into existing environments, respecting all security policies and allowing data to remain within the company's own infrastructure.Trusted by industry leaders, Granica provides developers and enterprise-grade AI/ML/analytical applications with a scalable, secure, and user-friendly solution.
It offers a wide range of data type support, such as image, LiDAR, clickstream, and logs, and can be customized for specific use cases.
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Granica was manually vetted by our editorial team and was first featured on July 11th 2023.
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2 alternatives to Granica for Cloud data management
Pros and Cons
Pros
Data cost reduction
Developer-first platform
Handles petabyte-scale data
Compatible with AWS, GCP
Efficient data processing
Efficient data detection
Reduces data storage costs
Reduces data transfer costs
Data privacy and security
Byte-Precise Detection
Improved data security
Significant cost savings
Seamless integration
Wide data type support
Customizable for use-cases
Reduces API costs
Byte-Granular Data Reduction
Novel compression algorithms
Trusted by industry leaders
Scalable solution
Secure solution
User-friendly solution
Supports image data
Supports LiDAR data
Supports clickstream data
Supports logs data
Respects security policies
Data remains in-house
Deployment increases efficiency
Reduces scanning cost
High precision data detection
High recall data detection
SOC 2 Type 2
Runs in your VPC
S3/GCS-compatible API
Auto Scaling to 100PB+
Outcome-based pricing
Only charges for value
Supports existing environments
Offers pro-active support
Efficiently scales across clouds
Mitigates breach risk
Supports model training
Offers granular data insight
Preserves data privacy
Offers lossless compression
Supports downstream analytics
Cons
Only compatible with AWS and GCP
Limited data type support
Requires significant data for efficiency
Limited service offerings (Crunch, Screen)
Limited customization options
No performance improvement claim
May require re-architecting for cost reduction
Relies on proprietary compression algorithms
No open-source components
Unclear integration procedure for existing environments
Q&A
What is the Granica AI Efficiency Platform?
The Granica AI Efficiency Platform is a tool designed to diminish the cost of storing and accessing data for artificial intelligence training. It's a developer-first tool capable of handling petabyte-scale data, offering services such as Crunch and Screen which provide efficient data processing and data detection capabilities. The platform also respects security policies and lets data stay within the company's original infrastructure.
How does Granica help reduce data storage and transfer costs?
Granica aids in reducing data storage and transfer costs through its Byte-Granica Data Reduction feature. This feature utilizes unique compression algorithms specially designed for Amazon S3 and Google Cloud Storage, resulting in data storage and transfer costs being lessened by up to 80%, and API costs being reduced by up to 90%.
What are the capabilities of the Crunch and Screen services offered by Granica?
Crunch and Screen are two key services offered by Granica. Crunch is designed to provide efficient data processing. It compresses data and works either in the background or in real time as data is written. Screen, on the other hand, focuses on data detection. It can detect personally identifiable data and custom sensitive data in storage, providing a secure way to handle sensitive information.
How does Granica support data privacy and security?
Granica supports data privacy and security through its Byte-Precise Detection feature. This achieves high precision in detecting personally identifiable information and other sensitive data in storage, while maintaining data security. It executes this operation at a fraction of the cost of conventional scanning methods, allowing for significant cost savings.
Can you explain what is meant by Byte-Precise Detection in Granica?
Byte-Precise Detection is a Granica feature that offers high precision and high recall detection of personally identifiable information and custom sensitive data in storage. It carries out this detection at a fraction of the traditional scanning cost, which makes it both cost effective and highly reliable.
How does Granica integrate into existing infrastructures?
Granica integrates seamlessly into existing environments using its API, good compatibility with AWS and GCP, and the ability to be co-resident with your data, respecting existing security policies and allowing data to stay within the company's own infrastructure.
What type of data is supported by Granica?
Granica supports a wide range of data types. Some of the notable types include image, LiDAR, clickstream, and logs. This robust data type support makes it a versatile tool for different types of AI/ML/analytical applications.
What is the exact percentage of data cost reduction offered by Granica?
Granica offers significant data cost reduction. The platform is designed to reduce data storage and transfer costs by up to 80%, and API costs can be reduced by as much as 90%.
Can Granica be customized for specific use case?
Yes, Granica provides customization for specific use cases. Its wide range of data type support, along with lossy and fully lossless compression variants, allows for an adaptable tool suitable for various applications.
What are the platform compatibility of Granica?
Granica is compatible with AWS and GCP platforms. It's designed to work efficiently with both of these cloud service providers.
What industries or sectors commonly use Granica?
Granica is trusted by industry leaders across various sectors. Due to its data handling capabilities, cost efficiency, and security measures, it caters to any industry that relies on data-intense processes, such as Autonomous Vehicles, Ecommerce & Retail, Geospatial Intelligence, and Robotics.
Do you need any specific skill set to use Granica?
Granica is intended to be a developer-first tool. As such, knowledge of programming and working with APIs is generally required. However, the tool is also designed to be user-friendly, allowing users to deploy the platform with ease and efficiency.
Can Granica handle petabyte scale data?
Yes, Granica can handle petabyte-scale data. It has been specifically designed to manage large-scale data without compromising on efficiency or performance.
How does Granica impact the API costs?
Granica significantly impacts API costs by reducing them by up to 90%. This is achieved through the use of innovative compression algorithms designed for Amazon S3 and Google Cloud Storage in the platform's services.
Is Granica a user-friendly tool for developers?
Yes, Granica is designed to be user-friendly for developers. The platform focuses on providing a simple, straightforward API and integrating seamlessly into existing environments. It also provides rich, granular insight into how data is stored and accessed.
Does Granica offer data encryption along with storage?
Information specifying a direct feature for data encryption in storage is not explicitly mentioned on Granica's website. But it does prioritize data privacy and security with its services, which implies an underlying commitment to secure data handling practices.
How does Granica manage to provide high precision in data detection?
Granica achieves high precision and recall in detecting personally identifiable information or other sensitive data through its Byte-Precise Detection. This feature achieves granular data security evaluation while maintaining high standards of data detection precision.
How does Granica handle S3 and GCS costs?
Granica employs Byte-Granular Data Reduction, which uses innovative compression algorithms, to manage S3 or GCS costs. This approach cuts costs to store and transfer objects in Amazon S3 and Google Cloud Storage by up to 80% and reduces API costs by up to 90%.
What kind of support does Granica provide for AI/ML/analytical applications?
Granica provides a reliable and scalable solution for AI/ML/analytical applications. The platform offers services that handle vast data types, use unique compression algorithms to reduce costs, and provide full integration with AWS or GCP. It also uses Byte-Precise Detection to ensure data privacy and security.
How authentic and reliable is the Granica AI Efficiency Platform?
The Granica AI Efficiency Platform comes with recognition from industry leaders. As an information and computer science company, Granica bases its operations on fundamental research and strives to tackle the hardest problems in data management, offering a promising, authentic, and reliable tool for enterprises.
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