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What is Apache Parquet?
Parquet was created to offer the advantages of efficient and compressed columnar data formats across all initiatives within the Hadoop ecosystem. It takes into account complex nested data structures and utilizes the record shredding and assembly method described in the Dremel paper, which we consider to be a superior approach compared to just flattening nested namespaces. This format is specifically designed for maximum compression and encoding efficiency, with numerous projects demonstrating the substantial performance gains that can result from the effective use of these strategies. Parquet allows users to specify compression methods at the individual column level and is built to accommodate new encoding technologies as they arise and become accessible. Additionally, Parquet is crafted for widespread applicability, welcoming a broad spectrum of data processing frameworks within the Hadoop ecosystem without showing bias toward any particular one. By fostering interoperability and versatility, Parquet seeks to enable all users to fully harness its capabilities, enhancing their data processing tasks in various contexts. Ultimately, this commitment to inclusivity ensures that Parquet remains a valuable asset for a multitude of data-centric applications.
What is Actian Analytics Engine?
Actian Analytics Engine is an advanced analytics database platform built to deliver high-speed data processing and real-time insights for enterprise applications. It features a columnar, in-memory architecture that enables efficient storage and rapid query execution. The platform uses distributed processing and parallel query execution to analyze massive datasets with ease. Vectorized processing and CPU cache optimization significantly improve performance, allowing faster data retrieval and analysis. Actian Analytics Engine supports data ingestion from various sources, including structured and unstructured data formats. It provides real-time updates without performance degradation, ensuring that users always work with the latest information. The platform is capable of handling complex analytical workloads across multiple industries and use cases. It includes enterprise-grade security features such as encryption at rest and in transit, along with dynamic data masking. Flexible deployment options allow organizations to run the platform on-premises or in cloud environments like AWS, Azure, and Google Cloud. The system is designed for simplicity, requiring minimal setup and reducing the need for manual tuning. Advanced features like automatic indexing and partitioning improve query performance and resource management. Actian Analytics Engine enables organizations to scale their analytics capabilities while maintaining efficiency. By combining performance, scalability, and security, it helps businesses make faster and more informed decisions.
Integrations Supported
Semarchy xDI
Amazon Data Firehose
Arroyo
Astera Dataprep
Blotout
Data Sentinel
Ficstar
Gable
Gravity Data
Mage Platform
Integrations Supported
Semarchy xDI
Amazon Data Firehose
Arroyo
Astera Dataprep
Blotout
Data Sentinel
Ficstar
Gable
Gravity Data
Mage Platform
API Availability
Has API
API Availability
Has API
Pricing Information
Pricing not provided
Free Version
Free Trial Offered?
Pricing Information
Pricing not provided
Free Version
Free Trial Offered?
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
The Apache Software Foundation
Date Founded
1999
Company Location
United States
Company Website
parquet.apache.org
Company Facts
Organization Name
Actian
Date Founded
2005
Company Location
United States
Company Website
www.actian.com/databases/analytics-engine/
Categories and Features
Categories and Features
Big Data
Collaboration
Data Blends
Data Cleansing
Data Mining
Data Visualization
Data Warehousing
High Volume Processing
No-Code Sandbox
Predictive Analytics
Templates