Open AccessBook
Cloud Computing Design Patterns
Thomas Erl,Robert Cope,Amin Naserpour +2 more
- 01 Jan 2015
45
TL;DR: The Definitive Guide to Cloud Architecture and Design as discussed by the authors provides a unique and comprehensive perspective on cloud design patterns that is clearly and concisely explained for the technical professional and layman alike.
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Abstract: This book continues the very high standard we have come toexpect from ServiceTech Press. The book provideswell-explainedvendor-agnostic patterns to the challenges of providing or using cloud solutions from PaaS to SaaS. The book is not only a great patterns reference, but also worth reading from cover to cover as the patterns arethought-provoking,drawing out points that you should consider and ask of a potential vendor if youre adopting a cloud solution.--Phil Wilkins, Enterprise Integration Architect, Specsavers Thomas Erls text provides a unique and comprehensive perspective on cloud design patterns that is clearly and concisely explained for the technical professional and layman alike. It is an informative, knowledgeable, and powerful insight that may guide cloud experts in achieving extraordinary results based on extraordinary expertise identified in this text. I will use this text as a resource in future cloud designs and architectural considerations.--Dr. Nancy M. Landreville, CEO/CISO, NML Computer Consulting The Definitive Guide to Cloud Architecture and Design Best-selling service technology author Thomas Erl has brought together the de facto catalog of design patterns for modern cloud-based architecture and solution design. More than two years in development, this books 100+ patterns illustrate proven solutions to common cloud challenges and requirements. Its patterns are supported by rich, visual documentation, including 300+ diagrams. The authors address topics covering scalability, elasticity, reliability, resiliency, recovery, data management, storage, virtualization, monitoring, provisioning, administration, and much more. Readers will further find detailed coverage of cloud security, from networking and storage safeguards to identity systems, trust assurance, and auditing. This books unprecedented technical depth makes it a must-have resource for every cloud technology architect, solution designer, developer, administrator, and manager. Topic Areas Enabling ubiquitous, on-demand, scalable network access to shared pools of configurable IT resources Optimizing multitenant environments to efficiently serve multiple unpredictable consumers Using elasticity best practices to scale IT resources transparently and automatically Ensuring runtime reliability, operational resiliency, and automated recovery from any failure Establishing resilient cloud architectures that act as pillars for enterprise cloud solutions Rapidly provisioning cloud storage devices, resources, and data with minimal management effort Enabling customers to configure and operate custom virtual networks in SaaS, PaaS, or IaaS environments Efficiently provisioning resources, monitoring runtimes, and handling day-to-day administration Implementing best-practice security controls for cloud service architectures and cloud storage Securing on-premise Internet access, external cloud connections, and scaled VMs Protecting cloud services against denial-of-service attacks and traffic hijacking Establishing cloud authentication gateways, federated cloud authentication, and cloud key management Providing trust attestation services to customers Monitoring and independently auditing cloud security Solving complex cloud design problems with compound super-patterns
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Citations
Understanding cloud-native applications after 10 years of cloud computing - A systematic mapping study
TL;DR: This paper summarizes the outcomes of a systematic mapping study analyzing research papers covering “cloud-native” topics, research questions and engineering methodologies and provides a definition for the term “ cloud-native application” which takes all findings, insights of analyzed publications and already existing and well-defined terminology into account.
256
Model-Driven Development and Operation of Multi-Cloud Applications: The MODAClouds Approach
Elisabetta Di Nitto,Peter Matthews,Dana Petcu,Arnor Solberg +3 more
- 02 Jan 2017
TL;DR: A flexible core that allows the addition of various schedulers, each with a different feature set, as required by applications as well as providing the wrapping mechanism for offering integration facilities like the job notification API.
Cloud services composition through cloud patterns: a semantic-based approach
Beniamino Di Martino,Giuseppina Cretella,Antonio Esposito +2 more
- 01 Aug 2017
TL;DR: A methodology for the discovery and composition of cloud services, guided by cloud patterns, is presented, supported by semantic Web technologies, such as OWL, OWL-S and SPARQL, to solve incongruence between interfaces’ and parameters’ descriptions, and to automatize the whole composition process.
39
A Recurrent Neural Network Based Approach for Web Service QoS Prediction
Du Chen,Ming Gao,An Liu,Mingxia Chen,Zehui Zhang,Yu Feng +5 more
- 01 May 2019
TL;DR: Two QoS (response time and throughput) prediction models were proposed for classification and regression problems, and the proposed RNN based network showed a superior performance both at accuracy and efficiency than other approaches.
22
Towards cloud-native simulations – lessons learned from the front-line of cloud computing:
Nane Kratzke,Robert Siegfried +1 more
TL;DR: A cloud-native simulation stack is proposed and expectable software engineering trends for cloud-Native simulation services are derived based on systematic mapping studies on cloud- native applications, a review of cloud standards, action research activities with cloud engineering practitioners, and corresponding software prototyping activities.
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