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Stream Processing in Decentralized Architectures: Challenges and Adaptive Solutions Across Cloud, Fog, and Edge

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Author :  Alireza Faghihi Moghaddam

Affiliation :  Uppsala University

Country :  Sweden

Category :  Cloud Computing

Volume, Issue, Month, Year :  15, 17, September, 2025

Abstract :


In recent years, the rapid development of data-driven applications has posed significant challenges for data computation in different domains. Handling and processing continuous data streams have become essential for building data-driven organizations, which places a high burden on traditional computing. As a centralized method, cloud computing often struggles with application latency, mainly because of geographic distance and network bandwidth challenges . The increasing scale and complexity of data, characterized by high volume, velocity, and variety, demand computational infrastructures that are powerful, adaptive, and efficient in terms of pro- cessing. Fog and Edge computing are two decentralized network solutions that move the computation closer to the data source, lowering network traffic while improving the response time. Edge computing performs computations within IoT devices, resulting in real-time data processing and subsequently transferring less time-critical data to the cloud.

Keyword :  Stream processing, Edge computing, Fog computing, Cloud computing.

Journal/ Proceedings Name :  CS&IT

URL :  https://aircconline.com/csit/abstract/v15n17/csit151706.html

User Name : alex
Posted 14-08-2026 on 03:03:34 AEDT



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