Kaala: scalable, end-to-end, IoT system simulator

Kaala: scalable, end-to-end, IoT system simulator
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Kaala:可扩展、端到端的物联网系统模拟器

DOI:
10.1145/3538393.3544937
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发表时间:
2022
期刊:
SIGCOMM workshop on networked sensing systems for a sustainable society
影响因子:
--
通讯作者:
Zhang, Zhi-Li
Zhang, Zhi-Li
中科院分区:
--
文献类型:
--
作者:
Dayalan, Udhaya Kumar;Fezeu, Rostand A.;Salo, Timothy J.;Zhang, Zhi-Li

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我们推出了Kaala,这是一个可扩展的,混合的,端到端的物联网系统模拟器,可以与各种真实世界的物联网云服务集成。许多物联网模拟器独立运行,不与真实世界的物联网云系统或服务器接口。这种隔离使得实验很难完全复制端到端、真实世界系统中存在的多样性。Kaala旨在弥合物联网模拟实验与真实的世界之间的差距。模拟器可以与云物联网服务进行交互,例如亚马逊,微软和谷歌提供的服务。Kaala利用供应商提供的软件开发工具包(SDK)来实现供应商特定的协议,这些协议是允许模拟物联网设备和网关与真实世界的云物联网系统无缝通信所必需的。Kaala能够模拟大量不同的物联网设备,以及模拟可能同时影响多个传感器的事件。评估结果表明,Kaala能够以最小的开销将模拟的物联网设备无缝连接到现实世界的云物联网系统。
We introduceKaala, a scalable, hybrid, end-to-end IoT system simulator that can integrate with diverse, real-world IoT cloud services. Many IoT simulators run in isolation and do not interface with real-world IoT cloud systems or servers. This isolation makes it difficult for experiments to fully replicate the diversity that exists in end-to-end, real-world systems. Kaala is intended to bridge the gap between IoT simulation experiments and the real world. The simulator can interact with cloud IoT services, such as those offered by Amazon, Microsoft and Google. Kaala leverages vendor-provided software development kits (SDKs) to implement the vendor-specific protocols that are necessary permit simulated IoT devices and gateways to seamlessly communicate with real-world cloud IoT systems. Kaala has the ability to simulate a large number of diverse IoT devices, as well as to simulate events that may simultaneously affect several sensors. Evaluation results show that Kaala is able to, with minimal overhead, seamlessly connect simulated IoT devices to real-world cloud IoT systems.
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DOI: 10.1145/3446382.3448667
发表时间: 2021
期刊: HotMobile '21: Proceedings of the 22nd International Workshop on Mobile Computing Systems and Applications
影响因子: --
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期刊: Cloud and Internet Computing (CCGrid
影响因子: --
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