MapReduce

MapReduce is a programming model for distributed data processing and execution environment that runs on large clusters of commodity machines. A MapReduce job usually splits the input data-set into independent chunks which are processed by the map tasks in a completely parallel manner. The framework sorts the outputs of the maps, which are then input to the reduce tasks. The framework takes care of scheduling tasks, monitoring them and re-executes the failed tasks. MapReduce originated from Google research papers in 2004 and since then become the heart of Hadoop.

MapReduce is useful in a wide range of applications, including distributed pattern-based searching, distributed sorting, web link-graph reversal, term-vector per host, web access log stats, inverted index construction, document clustering, machine learning, and statistical machine translation. Moreover, the MapReduce model has been adapted to several computing environments like multi-core and many-core systems, desktop grids, volunteer computing environments, dynamic cloud environments, and mobile environments.

Parent Category: Technologies

Services

Through education and training we allow our clients to completely utilize implemented tools in everyday business. We provide trainings for specific tools, DWH and BI methodologies and tailor made training for the purposes of specific projects.

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We provide services needed for successful design, development and implementation of Big Data Processing and Analytics systems. Big data analytics is the concept of data analysis and deriving useful information from large volumes of data that is rapidly being generated in modern business.

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MDM system provides a holistic, single view of foundational business entities, commonly referred to as master data such as customers, employees, citizens, locations and products. Successful MDM projects facilitate better operational efficiency, higher customer loyalty and successful compliance efforts.

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Strategic consulting is a service provided by our top management consultants who have wide expertise in business processes in most industries in design and implementation of various types of business strategies.

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Our methodology for managing and supervising of projects is characterized by the speed in which first useful results are produced, efficiency in implementation, the flexibility of the methodology, the effectiveness of risk management, quality assurance and optimization of project documentation.

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Implementation  of intelligent information systems for support of the business decision making process is our primary field of activity. According to our clients' needs and expectations, we will provide either turnkey solutions or work together with our clients experts on implementation projects.

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Nearshoring services

Our company is providing nearshoring development services for implementation of DWH/BI/PM systems for clients in different countries in EU. We can combine shorter on-site visits with majority of the activities done off-site through secure connection.

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Technologies

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