Technology Projects


The Role of Mobile Technology on IoT Evolution

The video above examines 5G and Internet of Things (IoT) technologies that could enable a food platform called Eating as a Service (EaaS).

The Role of Neural Networks on Cloud Computing

Machine Learning Pipeline

Abstract

This paper researches platforms and frameworks, which provide high level abstractions on top of deep neural networks, distributed computing, Kubernetes, and multi-cloud machine learning pipelines. Mentioned open source products include Keras, Kubeflow, and Pachyderm. Artificial intelligence and distributed computing require demystification. However, the research contends that an inflection point is near, which makes deep neural networks, Kubernetes, and cloud computing accessible to individuals and organizations who wish to leverage the technologies.

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TOGAF® AI Digital Transformation

Machine Learning Pipeline

Abstract

This paper extends a fictional, enterprise architecture case study, which depicts an organization, after a three-way merger. ArchiSurance used ArchiMate® Specification and TOGAF® framework to realize digital transformation. The paper analyzes ArchiSurance’s use of enterprise architecture and extends the architectures to drive security, compliance, globalization, Big Data, and a distributed multi-cloud infrastructure. The writing presents reference architectures, which may transform ArchiSurance from a fledgling post-merger organization to an AI-enabled, globalized insurance enterprise.

Full Paper