PRINGL – A domain-specific language for incentive management in crowdsourcing

Šćekić, Ognjen; Truong, Hong Linh; Dustdar, Schahram

doi:10.1016/j.comnet.2015.05.019

Cited by 4 publications

(2 citation statements)

References 29 publications

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“…In our framework, an IoT application to be deployed consists of interdependent discrete tasks, which can be concretized as, e.g., containerized microservices or serverless functions. Nodes participating in the system individually select tasks they may host -perhaps based on some incentive scheme [10], [11]. The overall application has certain (strict) latency requirements, while other concerns may impose further constraints over where a task may be deployed as well.…”

Section: Introductionmentioning

confidence: 99%

Resource Management for Latency-Sensitive IoT Applications With Satisfiability

Avasalcai

Tsigkanos

Dustdar

2022

IEEE Trans. Serv. Comput.

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Satisfying the software requirements of emerging service-based Internet of Things (IoT) applications has become challenging for cloud-centric architectures, as applications demand fast response times and availability of computational resources closer to end-users. Meeting application demands must occur at runtime, facing uncertainty and in a decentralized manner, something that must be reflected in system deployment. We propose a decentralized resource management technique and accompanying technical framework for the deployment of service-based IoT applications at the edge. Faithful to services engineering, applications we consider are composed of interdependent tasks, which in the IoT setting may be concretized as containerized microservices or serverless functions. A deployment for an arbitrary application is found at runtime through satisfiability; the mapping produced is compliant with tasks' individual resource requirements and latency constraints by construction. Our approach ensures seamless deployment at runtime, assuming no design-time knowledge of device resources or the current network topology. We evaluate the applicability and realizability of our technique over single-board computers as edge devices, particularly in the absence of cloud resources.

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Section: Introductionmentioning

confidence: 99%

Resource Management for Latency-Sensitive IoT Applications With Satisfiability

Avasalcai

Tsigkanos

Dustdar

2022

IEEE Trans. Serv. Comput.

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“…Therefore, it is more difficult to encourage the two parties to synergize. Some scholars believe that, incentive mechanisms should be designed in line with the characteristics for specific synergistic relations, so that synergistic innovation subjects can cooperate more efficiently [11], [12]. Stephen believes that it is feasible to maximize the total profits by effectively motivating the interaction, willingness and cooperative relationship of each party [13].…”

Section: Introductionmentioning

confidence: 99%

Research on the Synergetic Innovation Between Pharmaceutical Enterprises and Scientific Research Institutions Based on the Quantum Game

Wang

Zhe

2020

IEEE Access

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Synergetic innovation between pharmaceutical enterprises and scientific research institutions is extremely important for the development of innovative drugs. However, it is unstable in the pharmaceutical industry, which seriously hinders the development of innovative drugs in the World. China is the country with the biggest population, and therefore problems in this country are ones of the most important. In this context, we studied the influence of strengthening correlation degree on synergetic innovation between pharmaceutical enterprises and scientific research institutions by using quantum game. Through the establishment of quantum game model, we obtain the optimal strategy of both players in different case. The results show that the quantum game can solve the problem of ''prisoner's dilemma'' existing in the game between pharmaceutical enterprises and scientific research institutions; it is easier for the two players to choose complete synergy when they are entangled state and quantum strategy has been adopted; when pharmaceutical enterprises and scientific research institutions are not in a state of entanglement, the quantum game has no difference with classical game in this case. INDEX TERMS Innovative drugs, pharmaceutical enterprises, quantum game, synergetic innovation, scientific research institutions.

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