Meeting IoT platform requirements with open pub/sub solutions

  title={Meeting IoT platform requirements with open pub/sub solutions},
  author={Daniel Happ and Niels Karowski and Thomas Menzel and Vlado Handziski and Adam Wolisz},
  journal={Annals of Telecommunications},
The internet of things (IoT) will enable a range of applications providing enhanced awareness and control of the physical environment. [] Key Result While the core features are similar, the analyzed pub/sub systems differ in their filtering capabilities, semantic guarantees, and encoding. Our evaluation indicates that those differences can have a notable impact on throughput and delay of cloud-based IoT platforms.

On Combining Publish/Subscribe with Append-only Logs for IoT Data

  • Daniel Happ
  • Computer Science
    2020 IEEE/ACM Symposium on Edge Computing (SEC)
  • 2020
It is shown how append-only logs, considered to be the prevailing storage paradigm in some IoT focused systems, can be added to common pub/sub systems, and on an abstract level how the glue code combining the solutions might look like.

Towards an IoT Platform with Edge Intelligence Capabilities

The adopted approach combines features and functionalities of both content-based and topic-based publish/subscribe models, with the aim to promote Edge Analytics principles by moving computation closer to where data resides and providing required performance for data-in-motion analysis.

Analyzing the Applicability of Kubernetes for the Deployment of an IoT Publish/Subscribe System

This thesis proposes a deployment based on Kubernetes, a container orchestration framework that introduces several benefits for the deployment process including automation, management, monitoring and scaling of multi-container packaged applications, such as the current Pub/Sub IoT system.

Classification and evaluation of IoT brokers: A methodology

Funding Information Coimbra Group of Brazilian Universities (GCUB), Coordination Agency for the Improvement of Higher Education Personnel (CAPES), National Council for Scientific and Technological Development (CNPq), and the Brazilian Ministry of Science, Technology, Innovation, and Communication (MCTIC) are disclosed.

Towards gateway to Cloud offloading in IoT publish/subscribe systems

  • Daniel HappA. Wolisz
  • Computer Science
    2017 Second International Conference on Fog and Mobile Edge Computing (FMEC)
  • 2017
This work outlines a combined fog Cloud system that automatically selects a suitable execution location for processing tasks and demonstrates a solution for the interplay between Fog and Cloud by showing how processing task can be migrated from one system to another on the fly without service interruption.

Design and Implementation of IoT Platform for Real Time Systems

A simple communication protocol will be presented, it enhances the delay and the traffic needed for the multi-topic messaging by supporting theMulti-topic feature, and a performance analysis for the proposed protocol versus the MQTT will be studied.

Performance Evaluation of Open Source IoT Platforms

This paper evaluates the scalability (in terms of throughput and average response time) and stability ( in terms of resource utilization and robustness) of the ThingsBoard and SiteWhere platforms.

Amazon, Google and Microsoft Solutions for IoT: Architectures and a Performance Comparison

This paper compares the three main Cloud Platforms (Amazon Web Services, Google Cloud Platform and Microsoft Azure) regarding to the services made available for the IoT and map the Cloud-IoT Platforms services with this architecture analyzing the key points for each platform.

Future of IOT

  • Vishal Sharma
  • Computer Science
    International Journal for Research in Applied Science and Engineering Technology
  • 2021
Perception is provided concerning the lengthy run IoT community and consequently the integral parts which will alter it and the evaluation challenges that rectangular measure associated to these applications.



The Cloud is Not Enough: Saving IoT from the Cloud

It is argued that raising the level of abstraction to a data-centric design-- focused around the distribution, preservation and protection of information--provides a much better match to the IoT.

OpenIoT: Open Source Internet-of-Things in the Cloud

An overview of the OpenIoT project, which has developed and provided a first-of-kind open source IoT platform enabling the semantic interoperability of IoT services in the cloud, and its ability to handle mobile sensors, thereby enabling the emerging wave of mobile crowd sensing applications.

Internet of Things (IoT): A vision, architectural elements, and future directions

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A Mobile Crowdsensing Ecosystem Enabled by a Cloud-Based Publish/Subscribe Middleware

An ecosystem for mobile crowdsensing applications which relies on the CloUd-based PUblish/Subscribe middleware (CUPUS) to acquire sensor data from mobile devices in a context-aware and energy-efficient manner is presented.

Internet of Things

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MQTT-S — A publish/subscribe protocol for Wireless Sensor Networks

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The SENSEI project: integrating the physical world with the digital world of the network of the future

The European project SENSEI plays a leading role within the current efforts to create an underlying architecture and services for the future Internet and to realize the vision of the RWI.

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The self-configuration capability, the use of hardware with standardized interfaces and open-source software makes the TWIST architecture scalable, affordable, and easily repli-cable.