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Tony Shan

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Top Stories by Tony Shan

Every day 2.5 quintillion (1018) bytes of data are created, and 90% of the data in the world today has been generated in the last couple of years alone. Big data is a general term used to describe the voluminous amount of unstructured and semi-structured data, which takes too much time and cost too much money to load into a traditional data store for analysis. The impact of big data is significantly cross-cutting, for both the business and technology management at the provider and consumer sides. 2012 tends to be a big year for big data and big analytics. To effectively explore the massive amounts of data being produced in our world will help unveil answers to some of society’s most vexing problems. Unconventional technologies and platforms have emerged in recent years, such as Hadoop and NoSQL. The advanced analytics tap into the power of these maturing tools to p... (more)

Big Data Maturity Model

Big Data Maturity Model (BDMM) is a qualitative method to show the growth and increasing impact of big data capabilities in an IT environment from both business and technology perspectives. It comprises  a set of criteria, parameters and factors that can be used to describe and measure the effectiveness of the big data adoption and implementation. 5 levels of maturity are defined: Advanced, Dynamic, Optimized, Primitive, and Tentative (ADOPT). The definitions of all these levels are listed below: Primitive: initial stage of disconnected activities in an unorganized fashion Tentativ... (more)

Big Data Capability Model | @ThingsExpo #BigData #IoT #InternetOfThings

A capability model is a structure that represents the core abilities and competencies of an entity (department, organization, person, system, and technology) to achieve its objectives, especially in relation to its overall mission and functions. The Big Data Capability Model (BDCM) is defined as the key functionalities in dealing with Big Data problems and challenges. It describes the major features, behaviors, practices and processes in an organization, which can reliably and sustainably produce required outcomes for Big Data demands. BDCM consist of the following elements: Coll... (more)

Internet of Things Maturity Model By @TonyShan | @ThingsExpo [#IoT]

Internet of Things (IoT) is booming. The “Software for the Internet of Things (IoT) Developer Survey” report, published by Embarcadero Technologies last month, shows that 77% of development teams will have IoT solutions in active development in 2015 with almost half (49%) of IoT developers anticipating their solutions will generate business impacts by the end of this year. IoT Maturity Model (IoTMM) is a qualitative method to gauge the growth and increasing impact of IoT capabilities in an IT environment from both business and technology perspectives. It comprises  a set of crite... (more)

IoTization By @TonyShan | @ThingsExpo #IoT #API #BigData #InternetOfThings

The IoT market is on track to hit $7.1 trillion in 2020, according to an IDC's study. Are we ready for this massive demand? How can we deal with the challenges? Some firms choose to take no action by claiming they are too busy with what they are doing. Some organizations blindly jump into it with no thinking or planning. Some companies opt to take a bold stance to bet on something immature. Needless to say, all these attempts are highly risky and naive. What is mandatory is an overarching and adaptive approach to effectively handle the rapid changes and exponential growth. An I... (more)