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VMware Tanzu Greenplum features and reviews of 2020

VMware Tanzu Greenplum Data Warehouse software allows data professionals to test different models in parallel on multiple structured datasets like text, geospatial, graph, and machine learning.

Overview

VMware Tanzu Greenplum Data Warehouse software focuses on developing and deploying models for enterprise analytics at scale. This software provides these solutions to businesses in risk management, predictive maintenance, cybersecurity, and fraud detection. Plus, the Tanzu Greenplum Data Warehouse software can run anywhere; in public and private clouds, on-premises, and modern containerized environments.

This software helps users to consolidate operational and analytical workloads into a single, scalable environment. Users can use the VMware Tanzu Greenplum Data Warehouse software to execute quick data ingestions, point queries, long-running reporting queries, and explore data science with concurrency and vast scale.

Data professionals can use this software to analyze different types of data like text, structured, graph, and geospatial in a single environment for analytical insights. Users can deploy the VMware Tanzu Greenplum Data Warehouse software on containerized environments like Kubernetes and public cloud marketplaces such as GCP, AWS, and Microsoft Azure with ease. Additionally, this software allows users to manage large numbers of Greenplum instances seamlessly.

The MPP architecture of this software allows users to train multiple models for in-database analytics in less time. VMware Tanzu Greenplum Data Warehouse Software offers optional use-case extensions like GPText for document extraction, natural language processing, and search, and PostGIS for geospatial extraction. Besides, this software provides these pre-integrated components to give users a consistent experience.

VMware Tanzu Greenplum Data Warehouse Software offers a community of developers that provide contributions that users can benefit from, rather than having costly proprietary databases. The highly parallel architecture of this software enables it to adapt to changing data quickly. Also, users can use this software to simplify enterprise data science operations and streamline workflows.

Product Details

VMware Tanzu Greenplum Data Warehouse software helps data professionals to tackle data science in all stages. This software works with Apache MADlib to deal with data science from experimentation to deployment. This combination also offers Deep learning,  multi-GPU, and multi-node capabilities. With the VMware Tanzu Greenplum Data Warehouse software, users do not need to recode or port analytical models. Plus, this software provides automation-friendly functionalities like using REST API to push models from training to production and model versioning.

VMware Tanzu Greenplum Data Warehouse software allows users to develop concurrent, automated deployments using Kubernetes. Wherever there is Kubernetes installed, this software offers users an automation layer for smooth operation and implementation. Besides, VMware Tanzu Greenplum Data Warehouse software provides users with stateful data persistence to their Cloud Foundry applications.

VMware Tanzu Greenplum Data Warehouse Software is cloud-agnostic, and it offers users flexible deployment. This software is available on different public cloud marketplaces such as Microsoft Azure, Google Cloud Platform, and Amazon Web Services with varying models like hourly consumption models and "bring-your-own-license." VMware Tanzu Greenplum Data Warehouse Software is available for OpenStack and VMware vSphere private clouds. However, this software is consistent with tools and experiences across all the different clouds.

VMware Tanzu Greenplum Data Warehouse Software offers users an appliance-like experience. Users can seamlessly deploy this software on-premise using Greenplum Building Blocks, which is a blueprint for Dell hardware configurations for replacing proprietary appliances. Additionally, the VMware Tanzu Greenplum Data Warehouse Software allows the use of HP, Cisco, and their commodity hardware to deploy it.

VMware Tanzu Greenplum Data Warehouse Software allows users to run analytics using artificial intelligence and business intelligence. The one scale-out MPP database of this software provides machine learning, graph, Deep learning, statistical, and text analytical methods. Users can text analytics based on Apache Solr, and geospatial analytics based on open-source PostGIS. Besides, this software offers support for Keras, Tensorflow, and Python and R analytical libraries.

VMware Tanzu Greenplum Data Warehouse Software enables users to handle cloud and streaming data easily. This software seamlessly integrates with the Kafka ecosystem certified by Confluent. Users can get low latency writes, and fast event processing for streaming data use cases with this software. Plus, Tanzu Greenplum offers better cloud data integration by having the capability to query Amazon S3 objects in place.

VMware Tanzu Greenplum Data Warehouse Software protects the integrity of data and maximizes uptime seamlessly. This software offers users a fast online differential recovery, high availability, disaster recovery, smart fault detection, and full, incremental backup functionality. Additionally, Tanzu Greenplum provides security and authentication capabilities that address enterprise regulatory and policy requirements.

VMware Tanzu Greenplum Data Warehouse Software enables users to work on complex data workloads with ease. This software offers users industry-leading performance for large-scale data workloads. Plus, VMware Tanzu Greenplum Data Warehouse Software scales batch-mode and interactive analytics to large datasets in petabytes without affecting the performance of the query and throughput.

VMware Tanzu Greenplum Data Warehouse Software is based on open-source projects. All the open-source projects on this software align entirely with the PostgreSQL community. This software's MPP architecture, security capabilities, and analytics interfaces share the same database core and belong to the Greenplum Database project.

VMware Tanzu Greenplum has a concurrent and parallel architecture that automates data and queries processing and petabyte-scale data ingestion. Also, this open-source software allows users to work on advanced analytics, create query plans for the execution of complex workload with large volumes of data.

VMware Tanzu Greenplum Data Warehouse Software supports advanced algorithms like convolutional networks in Apache MADlib and multi-layer perceptron. With the REST APIs support, users can test, deploy, and train in SQL and reduce error occurrence when producing models at scale. Users can move their analytics workloads to any platform of their choice. Additionally, this software offers users enterprise data warehouse re-platforming and modernization.

Recap

VMware Tanzu Greenplum Data Warehouse software allows users to deploy and create models for complex applications in fraud detection, cybersecurity, risk management, and predictive maintenance. VMware Tanzu Greenplum enables users to take care of use cases in image recognition, computer vision, speech recognition, and machine translation. The software supports deployment on-premises, in private clouds, Kubernetes, GCP, Microsoft Azure, and AWS. This open-source platform offers a full range of data warehouse functionalities for different types of enterprises.