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It is common for microservices architectures to be adopted for cloud-native applications, serverless computing, and applications using lightweight container deployment. . According to Fowler, because of the large number (when compared to monolithic application implementations) of services, decentralized continuous delivery and DevOps with holistic service monitoring are necessary to ...
The Twelve Factors [1] [2]; Factor Description I: Codebase: There should be exactly one codebase for a deployed service with the codebase being used for many deployments.
ServiceComb: microservice framework that provides a set of tools and components to make development and deployment of cloud applications easier; ServiceMix: enterprise service bus that supports JBI and OSGi; ShardingSphere: related to a database clustering system providing data sharding, distributed transactions, and distributed database management
RapidMiner uses a client/server model with the server offered either on-premises or in public or private cloud infrastructures.. RapidMiner provides data mining and machine learning procedures including: data loading and transformation (ETL), data preprocessing and visualization, predictive analytics and statistical modeling, evaluation, and deployment.
The model enables practitioners to craft a project plan and to identify the milestones of a service-oriented initiative. SOMF also provides a common modeling notation to address alignment between business and IT organizations. Elements of SOA, by Dirk Krafzig, Karl Banke, and Dirk Slama [27] SOA meta-model, The Linthicum Group, 2007
Cloud Application Management for Platforms (CAMP) is a specification for managing applications in the context of a platform as a service (PaaS) system. CAMP is designed to address the needs of a high-level PaaS system; one in which the consumer (generally a developer or application administrator) provides application artifacts (code, data, graphics, etc.) and specifies which provider-supplied ...
KNIME (/ n aɪ m / ⓘ), the Konstanz Information Miner, [2] is a free and open-source data analytics, reporting and integration platform.KNIME integrates various components for machine learning and data mining through its modular data pipelining "Building Blocks of Analytics" concept.
It used to be more common for SaaS products to be offered for a one-time cost, but this model is declining in popularity. [20] A few [20] SaaS products have open source code, called open SaaS. This model can provide advantages such as reduced deployment cost, less vendor commitment, and more portable applications. [23]