Amazon EMR and Vertica compete in the data processing and analytics platform category. Amazon EMR appears to have the upper hand with its seamless integration with the AWS ecosystem and its managed cluster and auto-scaling capabilities, while Vertica excels in query performance due to its columnar storage.
Features: Amazon EMR provides a highly scalable and cost-effective solution for large-scale data processing, offering managed services that minimize IT management overhead. It integrates seamlessly with AWS services like EC2 and S3, and its auto-scaling and managed cluster features enhance performance and development speed. Vertica boasts robust analytic capabilities with optimized query performance through columnar storage. It supports real-time analytics and offers ease of administration, making it suitable for managing large data volumes and complex queries efficiently.
Room for Improvement: Amazon EMR users face challenges in job setup for specific tasks and experience a steep learning curve. Recommendations include improvements in web support, user interface customization, and cost management features. Vertica could enhance storage options and improve its SQL optimizer. Users report difficulties with query performance under heavy loads and seek improved monitoring and developer tools.
Ease of Deployment and Customer Service: Amazon EMR favors deployment in public cloud infrastructures, aligning with AWS’s ecosystem, though limiting hybrid flexibility. Customer service reviews are mixed, with a desire for quicker resolution times. Vertica offers deployment versatility, including on-premises and hybrid cloud, but its customer service and technical support quality vary, showing potential for improvement.
Pricing and ROI: Amazon EMR's costs are driven by infrastructure usage, and its flexibility as a managed service can result in both cost savings and unexpected charges if not monitored carefully. Vertica’s pricing, based on data size rather than node count, is considered cost-effective for large data volumes, despite its reputation for being expensive. Both platforms show positive ROI, especially for users transitioning from legacy systems, with reported savings and efficient resource utilization.
Vertica is a deploy-anywhere SQL database created for elasticity, speed, and advanced analytics. Vertica enables today’s busy teams to modernize their data warehouses, democratize data and analytics to enable increased access, and deploy analytics in a hybrid cloud environment. Additionally, Vertica merges how companies power their analytics by providing a scalable, open, and elastic database with numerous intuitive features.
In today’s marketplace, organizations are experiencing continued robust growth of data volumes, and citizen data scientists’ broader use of analytics is causing many companies to re-visit and re-examine their systems in order to match the demands of an aggressive marketplace. Analytics are continually swiftly evolving. New data from social media, blogs, IoT sources, data streams, gas and electrical grids, and mobile networks is being constantly gathered in extensive data sets. This presents organizations with a new opportunity to become more data driven, and they must be able to manage the new data growth and identify the trends and sequences that can lead to both improved business opportunities and continued repeat business from their clients.
Vertica Benefits:
Vertica has many valuable key benefits. Some of its most useful benefits include:
Reviews from Real Users
“I am using Vertica for aggregations and dashboards. The most valuable feature of Vertica is the ability to receive large aggregations at a very quick pace. The use case of subclusters is very good.” - Bijal S., Group Chief Technology Officer at Netcore Solutions
“The hardware usage and speed has been the most valuable feature of this solution. It is very fast and has saved us a lot of money.” - Munkhsaikhan B., Project Lead - Digital Transformation Unit at Bodi Electronics LLC
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