Intelligent CIO Europe Issue 06 | Page 48

FEATURE: BUSINESS ANALYTICS ////////////////////////////////////////////////////////////////////////// huge advantage. And when streams are integrated into a rich fabric that includes rich historical data and the ability to understand the context and generate an immediate action, that advantage is translated directly to business value.” Benefits in MapR 6.0.1 and MEP 5.0 include: Eric Keister, Advanced Analytics and Emerging Technologies Manager at Anadarko • Updates to MapR-ES API, allowing for more accurate analytics of data generated by IoT devices and sensors, and more efficient application usage of a ‘streaming system of record’ letting applications seek to an exact point in time when reprocessing historical data • Spark 2.2 with Structured Streaming, allowing for stream processing capabilities with a simpler API and CITRIX ANALYTICS ALSO ALLOWS ORGANISATIONS TO MONITOR AND MANAGE DATA MOVEMENT ACROSS ENDPOINTS, THE DATA CENTRE, MOBILE, HYBRID AND MULTI-CLOUDS. INTELLIGENTCIO • • • The updated MapR Converged Data Platform and additional enhancements to Apache Drill are now available. Using machine learning and artificial intelligence (AI) to detect anomalous behaviour and potential threats, Citrix is now able to deliver actionable intelligence from the information gathered via its cloud services and on-premises products to help customers proactively identify and manage internal and external threats. Apache Drill 1.13 has also been integrated (alpha) with MapR-ES for exploration of historical message data, whether for simple use cases like data pipelines or dashboards, or more complex ones like anomaly detection. Additionally, greater developer and data scientist productivity has been added via the MapR-DB REST gateway and native MapR-DB exploration in the Data Science Refinery Notebook. 48 • Citrix has also enhanced its analytics offering with a new analytics service which will simplify IT infrastructure and provide visibility into company-wide user and entity behaviour, system security, performance and operations. Drill allows us to explore the same data using SQL. This helps us make operational decisions faster.” “The importance of integrating streams into a high-scale, high-performance data fabric cannot be overstated,” said Jack Norris, SVP Data and Applications, MapR Technologies. “The ability to quickly analyse and understand the significance of events as they are collected and created is a • advanced analytics using the event time added in MapR-ES MapR-DB ReST Gateway, allowing for developers to use their preferred language(s) to access MapR-DB JSON and ease the integration of MapR-DB JSON with third-party tools that support ReST Audits to Streams, with MapR 6.0.1, audit logs and events are forwarded to streams, opening up a wider array of real-time use cases such as: real-time security analytics and anomaly detection, data synchronisation apps and triggered processing (e.g. classification) of new data Native MapR-DB Exploration in Data Science Refinery Notebook, allowing for easier access to explore operational data Drill 1.13, allowing for better handling of memory intensive queries, performance improvements when working with Parquet files, optimisation of primary table joins and cgroups support for YARN Alpha Feature: Drill on MapR-ES, letting Drill 1.13 users query MapR-ES, a streaming system of record, directly to get ad-hoc insights faster and without duplicating data. Also allows for easy experimentation of application/analytic logic before writing real-time applications. Citrix Analytics enables customers to adopt a risk-based security model, allowing them to dynamically balance the needs of users to have rapid access to data with IT’s need to secure and govern the environment. Jack Norris, SVP Data and Applications, MapR Technologies This new service securely aggregates and correlates user interaction with applications, devices, networks and data across Citrix’s www.intelligentcio.com