Terms Glossary M Machine Data
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Machine Data

Also known as machine-generated data, this is digital information created by the activity of computers, mobile phones, embedded systems, and other networked devices.
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Machine data is digital information created by the activity of computers, mobile phones, embedded systems and other networked devices. Such data became more prevalent as technologies such as radio frequency identification (RFID) and telematics advanced. More recently, machine data has gained further attention as use of the Internet of Things, Hadoop and other big data management technologies has grown. Application, server and business process logs, call detail records and sensor data are prime examples of machine data. Internet clickstream data and website activity logs also factor into discussions of machine data. Combining machine data with other enterprise data types for analysis is expected to provide new views and insight on business activities and operations. For example, some large industrial manufacturers are analyzing machine data on the performance of field equipment in near-real-time, together with historical performance data, to better understand service problems and to try to predict equipment maintenance issues before machines break down. Other examples of applications that center on the use of machine data include setups for monitoring oil and gas pipelines, natural disaster warning systems based on feeds from marine sensors, forecasting systems that take data from satellites and weather stations to help predict weather in small geographic areas, and a building energy management system that analyzes HVAC and elevator data to improve efficiency. Further use cases are likely to arise as emerging machine learning applications begin to mature.
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Altizon Systems
Altizon Systems
Altizon empowers Industrial Digital Revolutions globally by helping enterprises use Machine Data to drive business decisions. With a global footprint of over 100 enterprise users, Altizon is a leading Industrial IoT platform provider as recognized by Gartner, Forrester, BCG, Frost & Sullivan, and others.
Cybus
Cybus
Cybus specializes in connectivity and architectures for smart factories. Its core offering is the Industrial IoT Edge Platform Cybus Connectware. It enables Smart Factory use cases through universal OT data extraction, unified information modelling and parallel data access Orchestration to IT systems. DevOps features and Docker technology allow fast service implementation and efficient management of all data connections, including changes and updates. Factories also securely integrate their normalized Machine Data into their customized edge and cloud applications or into any 3rd party applications.
Crate.io
Crate.io
Crate.io is a company of passionate, experienced developers who’ve crafted a bold and clever database for the fast, data intensive world, making speed and scalability super simple, open, and accessible — a solution that’s built to be sustainable for all.
Elevat
Elevat
We understand industrial equipment manufacturing because we have lived it for over 30 years. Elevāt was born out of a 30-year leader in heavy equipment supply and integration. Before Elevāt existed, we were receiving requests for guidance on how to proceed with IoT and Digitization initiatives from our customers. It soon became clear that the solutions available were not built to fit into existing OEM processes, were complicated to use, were difficult and time-consuming to implement and the information delivered didn’t help improve business processes. So, elevāt was incubated within the walls of an industrial manufacturing and integration company and rolled out as its own entity in 2016.
W Tech
W Tech
W Tech is a leading IT Solutions provider inclusive of one-stop Industrial Internet of Things (IIoT) solutions. With IIoT in mind, W Tech's Industrial IoT Platform is equipped with automated Machine Data gathering and production analytics, allowing it to deliver data-driven insights in seconds. i-Penta is ready to integrate your machines and evolve into Digital Transformation to attain the IR4.0 status. Besides, W Tech also provides services such as Cloud Computing, System Development, Data Analytics, and Blockchain.
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