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Additionally, multiple copies of the same data locked in proprietary systems contribute to version control issues, redundancies, staleness, and management headaches. This dampens confidence in the data and hampers access, in turn impacting the speed to launch new AI and analytic projects.
Let’s take as an example some data about company transactions and let’s say that we are interested in who buys who and for how much. Our first data source says that on June 13, 2016 Microsoft bought LinkedIn , while the second – that Microsoft bought LinkedIn for $28.1 But here again ambiguity is a stumbling block.
March 2015: Alation emerges from stealth mode to launch the first official data catalog to empower people in enterprises to easily find, understand, govern and use data for informed decision making that supports the business. April 2016: Tesco Group becomes first customer outside North America. June 2017: Yahoo Japan Corp.
This requires new tools and new systems, which results in diverse and siloed data. A customer research from Okta , found that since 2016, the average number of applications deployed in organizations has increased by 24%. In both cases, semantic metadata is the glue that turns knowledge graphs into hubs of data, metadata, and content.
My journey in helping our customers with their technical queries started when I joined Gartner in late 2016. I spent the majority of my time helping clients decide which was the right Hadoop platform and which NoSQL / nonrelational data store to pick for specific use cases. So, why did I decide to write on this topic?
Central to this is a uniform technology architecture, where individuals can access and interpret data for organisational benefit. Standardisation will also ensure easy reuse of data, by storing it consistently, with a single, authoritative source. Enduring dataData is an enduring asset and capability, not just a resource.
With annual revenues exceeding $100 million, Cloudera is positioned as a “large player” in Big Data Fabric* which is conceptualized by Forrester in Figure 1 below. Source: Big Data Fabric Drives Innovation And Growth, Noel Yuhanna, March 8 2016. Shared Data Catalog to preserve context and enforce Governance.
– We did some early work a few years ago that look at the career path of a CDO – see from 2016 Build Your Career Path to the Chief Data Officer Role. Much as the analytics world shifted to augmented analytics, the same is happening in data management. It is designed for a CIO, CDO or D&A leader.
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