444 research outputs found

    Distributed serviceā€level agreement management with smart contracts and blockchain

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    The current cloud market is dominated by a few providers, which offer cloud services in a takeā€itā€orā€leaveā€it manner. However, the dynamism and uncertainty of cloud environments may require the change over time of both application requirements and service capabilities. The current serviceā€level agreement (SLA) management solutions cannot easily guarantee a trustworthy, distributed SLA adaptation due to the centralized authority of the cloud provider who could also misbehave to pursue individual goals. To address the above issues, we propose a novel SLA management framework, which facilitates the specification and enforcement of dynamic SLAs that enable one to describe how, and under which conditions, the offered service level can change over time. The proposed framework relies on a twoā€level blockchain architecture. At the first level, the smart SLA is transformed into a smart contract that dynamically guides service provisioning. At the second level, a permissioned blockchain is built through a federation of monitoring entities to generate objective measurements for the smart SLA/contract assessment. The scalability of this permissioned blockchain is also thoroughly evaluated. The proposed framework enables creating open distributed clouds, which offer manageable and dynamic services, and facilitates cost reduction for cloud consumers, while it increases flexibility in resource management and trust in the offered cloud services

    Trust Management For A Decentralized Service Exposure Marketplace: A Service Exposure Perspective

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    Enabling trust between entities to collaborate, without the necessity of a third-party mediator is a challenging problem. This problem is highlighted when the collaboration involves a complicated process, spans multiple systems, and encompasses a large number of entities. This is the case in a decentralized service exposure marketplace. In this work, we design and implement a \ac{PoC} suite of services to enable a blockchain to become the anchor of trust for a decentralized service exposure marketplace. We first formalize the necessary requirements to enable trust between a consortium of entities hosting the marketplace. We then follow with a threat model against the identified requirement, highlighting misbehaviour from the different entities. Finally, we propose a model, Trust Engine, which facilitates the trust management process and mitigates the identified threats. We showcase a proof-of-concept of our model, utilizing a combination of smart contracts (hyperledger fabric), blockchain, and service mesh technology (Istio). The Trust Engine successfully identifies the misbehaviour, documents it in the blockchain, and enforces polices to remediate the misbehaviour. Furthermore, we examined each component in our suggested system to identify the performance bottleneck. Lastly, we discuss the limitations of our suggested model with regards to other service mesh deployment models as well as potential future work and improvements
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