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Executing scientific applications in a Cloud-based environment requires dynamic allocation of computing resources, provisioning of the underlying programming environments and the applications themselves.
User-Centric IDMS Enhancing Privacy and Dynamic Federation in IdM for Consumer Cloud Computing Sánchezz et al. ([2012]) presents a dynamic privacy-enhanced federated identity management solution for on-demand resources provisioning in cloud computing scenarios.
The API includes an abstract behavior of the Vendor Modules, definitions and implementations of all the important concepts related to resources, resources provisioning and resources management.
Everything as code – All the concerns, i.e., application business logic, but also IoT cloud resources provisioning and runtime governance, should be expressed programmatically in a unified manner, as a part of the application's logic (code).
Our proposal of stack transactions in case of failure and orders of each resource operation can be used also CloudStack, Eucalyptus and other Cloud platforms multiple resources provisioning because a virtual resource dependence (e.g. VM needs at least one volume) is almost same in IaaS platforms.
As we have extensively discussed in our previous work [7, 9, 10], the main design principles of software-defined IoT systems include: Everything as code – All the concerns, i.e., application business logic, but also IoT cloud resources provisioning and runtime governance, should be expressed programmatically in a unified manner, as a part of the application's logic (code).
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In contrast, RAP-Resp adapts the number of resources provisioned depending on the level of burstiness.
The inefficient use of resources when executing scientific workflows results from both the excessive amount of resources provisioned and the wastage from unused resources among task runs.
Their proposed optimal cloud resource provisioning algorithm minimizes under- and over-provisioning problems due to the uncertainty of user's future demand and provider's resource prices.
Chaisiri et al. [34] proposed a resource provisioning mechanism in cloud computing to offer cloud users two resource provisioning plans, namely, on-demand plan and reservation plan.
The algorithms for coordinated resource provisioning for CCM have been implemented using java SDK v6.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com