David Bernstein’s research while affiliated with Strategy& and other places

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Publications (4)


Figure 1. CBK-CC elements inter-relation and mapping to course profiles (i.e. Cloud Computing fundamentals and full course). 
Figure 2. Mapping between Cloud Services Model (CSM), major stakeholder service domains, and required knowledge/skills. 
Experience of Profiling Curricula on Cloud Computing Technologies and Engineering for Different Target Groups
  • Conference Paper
  • Full-text available

December 2014

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130 Reads

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5 Citations

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David Bernstein

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Cees De Laat

This paper presents results and experience by the authors based on the few delivered courses on Cloud Computing for different target groups of students, specialists and trainees. The developed courses implement the proposed by the authors instructional methodology integrating the two major concepts of effective learning: the Bloom's Taxonomy of cognitive learning processes and Andragogy as the adult learning methodology. The central part of proposed approach is the Common Body of Knowledge in Cloud Computing (CBK-CC) that defines the professional level of knowledge in the selected domain and allows consistent curricula structuring and profiling. The paper presents the structure of the courses and explains the principles used for developing course materials, such as Bloom's Taxonomy applied for technical education, and andragogy instructional model for professional education and training. The developed course are based on the well-defined Cloud Computing architecture, service and operational model, and stakeholder roles/responsibilities. The paper provides a short description of the developed education and training courses on Cloud Computing that illustrate how the proposed CBK-CC and instructional methodologies are used in different learning environments and for different learners' groups.

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Containers and Cloud: From LXC to Docker to Kubernetes

September 2014

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2,771 Reads

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1,161 Citations

IEEE Cloud Computing

This issue's "Cloud Tidbit" focuses on container technology and how it's emerging as an important part of the cloud computing infrastructure. It looks at Docker, an open source project that automates the faster deployment of Linux applications, and Kubernetes, an open source cluster manager for Docker containers.


Figure 1. CBK-CC elements inter-relation and mapping to course profiles (i.e. Cloud Computing fundamentals and full course). 
Figure 2. Reference Multilayer Cloud Services Model (CSM). 
Figure 3. Mapping between Cloud Services Model (CSM), major stakeholder service domains, and required knowledge/skills.
Figure 4. Mapping Bloom’s T axonomy and professional activity domains to required knowledge/skills 
New Instructional Models for Building Effective Curricula on Cloud Computing Technologies and Engineering

December 2013

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358 Reads

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20 Citations

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David Bernstein

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[...]

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Cees de Laat

This paper presents ongoing work to develop advanced education and training course on the Cloud Computing technologies foundation and engineering by a cooperating group of universities and the professional education partners. The central part of proposed approach is the Common Body of Knowledge in Cloud Computing (CBK-CC) that defines the professional level of knowledge in the selected domain and allows consistent curricula structuring and profiling. The paper presents the structure of the course and explains the principles used for developing course materials, such as Bloom's Taxonomy applied for technical education, and andragogy instructional model for professional education and training. The paper explains the importance of using the strong technical foundation to build the course materials that can address interests of different categories of stakeholders and roles/responsibilities in the Cloud Computing services provisioning and operation. The paper provides a short description of summary of the used Cloud Computing related architecture concepts and models that allow consistent mapping between CBK-CC, stakeholder roles/responsibilities and required skills, explaining also importance of the requirements engineering stage that provides a context for cloud based services design. The paper refers to the ongoing development of the educational course on Cloud Computing at the University of Amsterdam, University of Stavanger and provides suggestions for building advanced online training course for IT professionals.


The IEEE Intercloud Testbed -- Creating the Global Cloud of Clouds

December 2013

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49 Reads

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18 Citations

This paper presents the current work of the IEEE Intercloud Testbed project. The notion of an Intercloud has been an active research topic. Within the IEEE several researchers formed a Standards Working Group (IEEE P2302) where a specific set of conventions, formats, and protocols were proposed. It was decided by those in the Standards Working Group that due to the scale, variability of component Compute Clouds, and lack of insight into extremely large Compute Cloud operational issues, such a system could not realistically be fully defined without live experimentation. Therefore it was decided to set up a specifically structured organization within the IEEE in parallel to the Standards Working Group, to provide a structure for a live, experimental testbed. This paper describes the innovative organizational structure and various policies were used to provide the desire context. Also covered are how we sorted the issues around governance of the namespace, and the technical details of reference "Root" and "Exchange" functions. Ongoing work includes the plan to bootstrap the new testbed.

Citations (4)


... The andragogy theory is presented in this section. First developed by [32], it defines the practices of teaching adults and has been proven to be a helpful learning approach that promotes m-Learning [33], [34]. ...

Reference:

A Survey on Mobile Learning for Adult Learners: State-of-the-Art, Taxonomy, and Challenges
Experience of Profiling Curricula on Cloud Computing Technologies and Engineering for Different Target Groups

... The InterCloud Testbed [3] investigates resource management across multiple cloud providers, concentrating on key areas including interoperability, security, and scalability. This initiative aims to develop performance benchmarks for cloud providers, thereby facilitating seamless service integration across diverse platforms. ...

The IEEE Intercloud Testbed -- Creating the Global Cloud of Clouds
  • Citing Conference Paper
  • December 2013

... The model contains process elements or procedures that have been demonstrated and accepted through study to be utilized as a guideline for learning management to meet the learner's objectives [18]- [20]. The researcher aims to create a four-step strategy for fostering active citizenship competency through active learning: i) establishing what is required; ii) developing a strategy to accomplish what is required; iii) testing the method to determine its effectiveness; and iv) evaluating the results or efficacy [21]- [23] to enhance the learner's pursuit of knowledge. Individuals who used various strategies to learn new knowledge through real-world experiences have practiced until they discovered their expertise. ...

New Instructional Models for Building Effective Curricula on Cloud Computing Technologies and Engineering