Technical Solutions

Data Lake Accelerator

About

Enrich real-time Analytics & Machine Learning with Faster and Seamless access to Any Hadoop Cluster, Amazon S3 or Azure Blob Storage

AnalyticsXtreme, offered as part of the InsightEdge platform, powers insight-driven organizations to address time-sensitive business decisions with smarter and faster analytics. AnalyticsXtreme accelerates access to data lakes and data warehouses by 100X  and simplifies development and deployment of applications for faster time to market on-premise and in the cloud. Applications can leverage real-time machine learning and deep learning models on both hot mutable data combined with historical data which is stored in data lakes and data warehouses from a unified API. This provides a single logical view of data that is spanned across real-time and historical data platforms, including SQL, Spark dataset/dataframe as well as BI tools, like Tableau and Looker.

 

Benefits

Accelerate ML and Advanced Analytics on Historical Data and Hot, Mutable Data

AnalyticsXtreme in-memory performance powers:

  • Real-time machine learning and advanced analytical models on both hot, mutable data and historical data for faster and smarter insights. You move seamlessly from raw data to real time insights without cumbersome implementation and maintenance of ETL processes
  • Acceleration of batch analytics from days to hours or hours to minutes
Faster Time-To-Market

Unified API access accelerates development and deployment while ensuring data consistency:

  • Agile application development leveraging unified access to reliable, strongly consistent data across real-time and historical platforms
  • Interactive SQL queries, Machine Learning with Spark dataset/dataframes and JDBC driver for live connections over BI tools, like Tableau and Looker on a unified real-time and historical view
Greater Simplicity

AnalyticsXtreme simplifies the complexities of the Lambda architecture for:

  • Simpler operations and data governance – automatic lifecycle policy handles the underlying data movement simplifying security and data management
  • Seamless multi-region and multi-cloud replication for data lakes and data warehouses
Optimized TCO

Intelligent tiered storage capabilities deliver business-driven policies to automatically auto-tier hot and warm data between RAM, Persistent Memory, Storage Class Memory and SSD, as well as automatically move data for cold storage, and archiving to data lakes and data warehouses.

By utilizing these advanced mechanisms for intelligent tiering,  data is efficiently stored in the right storage layer based on performance, while optimizing infrastructure costs across the entire solution and data lifecycle.

 

Case Studies

Demand Forecasting and Price Optimization
Predictive Maintenance and Route Optimization
Location-based Marketing Use Case
Fraud and Money Laundering Detection in Real-Time