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Tony Shan

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Top Stories by Tony Shan

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: Collection: collect raw data, sources, formats, discovery, protocols, staging ELT: extract, load and transform data Store: NoSQL repository, key-value, column-based, document-oriented, graph, Hadoop, MPP, in-memory, cache Integration: data move, messaging, consumption, access, connector Processing... (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)

Big Data On-ramp

Due to the unprecedented volume, variety, and velocity of Big Data, it is neither trivial nor straightforward to find a clear path to jumpstart the Big Data journey. This space is overwhelmingly crowded with so many immature options and evolving solutions. To some extent it is somewhat confusing and daunting. Where can you find an entry point? What is the most effective way to get on board? Which aspects should you be mindful of? How can you not miss the paramount things? Why do you need to begin with the basics? Here are five areas of consideration for Big Data on-ramp: Structur... (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)

Service-Oriented Model-Driven Architecture Design for Cloud Solutions

I will present a tutorial on the service-oriented model-driven architecture design for cloud solutions in the upcoming International Conference on Web Services (ICWS 2009). Please join the session to explore the state-of-the-art approach to effectively developing cloud services in a systematic fashion. Contact Tony Shan (tonycshan@gmail.com) for more info. ... (more)