Haydar Qarawlus, Malte Hellmeier, Johannes Pieperbeck, Ronja Quensel, Steffen Biehs, Marc Peschke
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Sovereign Data Exchange in Cloud-Connected IoT using International Data Spaces
Data sovereignty is gaining increasing importance as the frequency and sensitivity of data exchange between companies and nations increase. Existing approaches ensuring sovereign data exchange in business ecosystems, like the International Data Spaces (IDS) initiative, neglect limitations of hardware resource restrictions. Therefore, we examine real-time sovereign data exchange in cloud-connected Internet of Things (IoT) devices. Two lightweight communication schemes based on request/response and publish/subscribe are proposed and implemented following the IDS guidelines. For evaluation, we use a simulated test-bed based on an Automated Guided Vehicle (AGV) use case. We examine the results based on exchanged IDS messages and CPU usage on the consumer side represented by the AGVs as IoT devices. Results show benefits in the publish/subscribe version in longer operation times, allowing to enter low-power mode, while request/response performs better on limited CPU resources or short operations.
期刊介绍:
Cessation.
IEEE Cloud Computing is committed to the timely publication of peer-reviewed articles that provide innovative research ideas, applications results, and case studies in all areas of cloud computing. Topics relating to novel theory, algorithms, performance analyses and applications of techniques are covered. More specifically: Cloud software, Cloud security, Trade-offs between privacy and utility of cloud, Cloud in the business environment, Cloud economics, Cloud governance, Migrating to the cloud, Cloud standards, Development tools, Backup and recovery, Interoperability, Applications management, Data analytics, Communications protocols, Mobile cloud, Private clouds, Liability issues for data loss on clouds, Data integration, Big data, Cloud education, Cloud skill sets, Cloud energy consumption, The architecture of cloud computing, Applications in commerce, education, and industry, Infrastructure as a Service (IaaS), Platform as a Service (PaaS), Software as a Service (SaaS), Business Process as a Service (BPaaS)