Denodo and Equalum are key competitors in the data integration and virtualization space. Denodo gains an edge with its advanced data virtualization capabilities, while Equalum stands out with its thorough CDC replication and ease of use.
Features: Denodo is recognized for its data virtualization, which connects various data sources without moving data, offering traceability and governance. It also excels in data extraction, semantic layers, and performance enhancements. Equalum provides a unified platform for CDC replication, streaming, and batch ETL processes, leveraging Kafka and Spark for seamless data streaming and integration. Its no-code interface simplifies complex tasks, making it a favored option for data migration.
Room for Improvement: Denodo’s data catalog requires refinement for enhanced metadata integration. Users mention difficulties with connectivity, training, and inconsistent support, alongside performance issues in handling large data views. Equalum needs additional connectors for comprehensive data source access and could benefit from better documentation and scheduling utilities. Its reliance on command-line operations hampers an otherwise robust GUI strategy.
Ease of Deployment and Customer Service: Denodo supports on-premises, hybrid, and cloud deployments, but customer service experiences vary, with some users facing slow response issues. Equalum functions effectively in both on-premises and cloud settings, offering direct access to developers for immediate problem resolution, enhancing customer satisfaction.
Pricing and ROI: Denodo’s costs, tied to CPU usage, range from moderate to high, yet it delivers substantial ROI through data processing and operational efficiencies. Equalum's pricing is competitive against large vendors but higher than local solutions. Its comprehensive feature set ensures time savings and reduced development cycles, contributing to a strong ROI, although additional service costs may occur.
Denodo's customer support team is very competent and responsive.
I have not yet needed to raise a ticket with Denodo's technical support as most questions have been answered through the community resources.
While the solution scales well on a single machine, I have doubts about its scalability when deployed as part of a Java component cluster.
I would rate it nine out of ten because it is very reliable, always performing as expected.
Ensuring data caching is up to date is critical.
Denodo needs better communication on how the product can be deployed for specific solutions.
Denodo is considered pricey, limiting its use to large enterprises or government organizations that can afford its comprehensive setup.
The most valuable feature of Denodo is its uniformity of self-site data access types, which allows it to connect to almost any storage technology and feed it transparently.
Denodo's ability to connect to multiple data sources and perform extract-transform-load (ETL) operations on the fly is noteworthy.
Denodo is a leading data integration, management, and delivery platform that uses a logical approach to enable data science, hybrid and multi-cloud data integration, self-service BI, and enterprise data services. Organizations of different sizes across various industries utilize the product to get above the data silos. The solution offers organizations the freedom to migrate data to the cloud, or logically unify data warehouses and data lakes, without affecting business. This can ultimately result in the evolution of data strategies.
The platform accelerates data provisioning through reduced data replication, provides business users the freedom to select their preferred applications, and enables consistent security and governance across multiple systems. The solution offers one of the leading logical data fabric solutions by initiating data virtualization and eliminating the complexity and exposing the data in business-friendly formats.
Denodo also offers modern data integration and management for hybrid and multi-cloud environments for Denodo Platform for Cloud. This service can be purchased through the bring-your-own-license (BYOL) option. Users seeking faster deployment can license the product to popular cloud providers, including Amazon AWS, Google Cloud Platform, and Microsoft Azure. The solution integrates, manages, and delivers data in complex environments with high performance, governance, and security. It also offers additional solutions, such as the Denodo Platform for Cloud Modernization, the Denodo Platform for Cloud Data Integration, and the Denodo Platform for Cloud Analytics, which overcome common cloud data challenges.
Denodo Features
At the beginning of 2022, version 8.0 of Denodo introduced several new key features of the platform. These include:
Denodo Benefits
Denodo offers various benefits for its users through its services. Some of the greatest advantages of using this platform include:
Reviews from Real Users
Naresh M., a senior application developer at a financial services firm, appreciates Denodo because it offers quick and simple web services creation.
Alisson M., a senior BigData DevOps engineer at Schaeffler, says that Denodo is great for queries and scouting data.
Equalum is a fully-managed, end-to-end data integration and real-time data streaming platform, powered by industry-leading change data capture (CDC) tech and modern data transformation capabilities (streaming ETL and ELT). Equalum's enterprise-grade platform features intuitive UI allowing you to build robust, real-time data pipelines in minutes.
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