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Real-Time Analysis for High-Scale Geospatial, Location Data

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by Jennifer Zaino Nearly a decade ago, there was a vision at Google that sprung from its work on BigTable, the storage system for managing structured data designed to scale to a very large size, and its efforts on Google Earth, the satellite imagery-based mapping service. The sparse, distributed, persistent multidimensional sorted map, which is…

Enhancing Big Data’s ROI

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by Jelani Harper The first wave of IT brought hardware improvements and spanned from the late 1970’s and early 1980’s, until the mid to late 1990’s. The second wave of IT heralded a shift from hardware to software; improved software programs became the principle point of distinction between competitors. Perhaps the most compelling example of…

2015 Trends in Cloud Computing: The Mobile Paradigm

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by Jelani Harper Those still unconvinced of the utility of Cloud Computing and its vitality to Data Management should know three key facts: IDC projected spending on public and private clouds to exceed $100 billion in 2015. The Cloud has long operated as the point of integration (an enabler) between the most salient Data Management…

The Immediate Future of Data Management

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by Jelani Harper Trends in the Data Management space tend to emerge rapidly and mature slowly. Those that will most impact the way that Data Management is conducted throughout the coming months are explored below. These capabilities for managing data effectively represent the maturation of a number of different technologies, platforms, and capabilities that will…

2015 Trends in Data Modeling: The Machine Learning Effect

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by Jelani Harper Data Modeling has become easier – in certain instances. It has arisen from the nearly exclusive reach of Data Scientists and IT departments to take up residence where it is needed most—within the comforting confines of the business. There are still a number of caveats involved with this trend, as end users…

The Semantic Web: Moving Forward in 2015

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by Jennifer Zaino We’re all waiting to see what’s next for the Web of Data – that is, the Semantic Web – after a year that had numerous highlights including: the official publication of HTML5, which boasts the ability to describe the structure of a web document with standard semantics; a flurry of activity for…

2015 Trends in Data Governance: “Cultural Execution”

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by Jelani Harper The most eminent trend pertaining to Data Governance in 2015 does not involve new tools, roles, policies, or strategy—although these facets of Data Governance are vital to implementing effective governance. However, to maintain governance and ensure the aforementioned factors result in organized, quality data in a manner that is both traceable and…

2015 Trends in Big Data: Real Time

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by Jelani Harper The Big Data marketplace capped another successful year in 2014, with vendors procuring billions of dollars in funding. Headlines surrounding the Internet of Things, the trend towards mobility and Cognitive Computing have solidified the future of Big Data technologies and their centrality to the Data Management landscape. The coming year will herald…

Thoroughly Understanding the Data Resource

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by Michael Brackett Thoroughly understanding an organization’s data resource requires a formal sequence of events and techniques that must be followed.[1] That formal sequence is represented by the Data Resource Development Cycle shown in the diagram below. The development of an organization’s data resource begins with how the organization perceives the business world according to…