AI for next generation computing: Emerging trends and future directions

SS Gill, M Xu, C Ottaviani, P Patros, R Bahsoon… - Internet of Things, 2022 - Elsevier
Autonomic computing investigates how systems can achieve (user) specified “control”
outcomes on their own, without the intervention of a human operator. Autonomic computing …

Hybrid serverless computing: Opportunities and challenges

P Castro, V Isahagian, V Muthusamy… - … Computing: Principles and …, 2023 - Springer
In recent years, the adoption of serverless computing has surged due to the ease of
deployment, attractive pay-per-use pricing, and transparent horizontal auto-scaling. At the …

[HTML][HTML] The computing continuum: From IoT to the cloud

A Al-Dulaimy, M Jansen, B Johansson, A Trivedi… - Internet of Things, 2024 - Elsevier
In the era of the IoT revolution, applications are becoming ever more sophisticated and
accompanied by diverse functional and non-functional requirements, including those related …

Career in cloud computing: exploratory analysis of in-demand competency areas and skill sets

O Ozyurt, F Gurcan, GGM Dalveren, M Derawi - Applied Sciences, 2022 - mdpi.com
This study aims to investigate up-to-date career opportunities and in-demand competence
areas and skill sets for cloud computing (CC), which plays a crucial role in the rapidly …

Fusionize: Improving serverless application performance through feedback-driven function fusion

T Schirmer, J Scheuner, T Pfandzelter… - … Conference on Cloud …, 2022 - ieeexplore.ieee.org
Serverless computing increases developer productivity by removing operational concerns
such as managing hardware or software runtimes. Developers, however, still need to …

The Night Shift: Understanding Performance Variability of Cloud Serverless Platforms

T Schirmer, N Japke, S Greten, T Pfandzelter… - Proceedings of the 1st …, 2023 - dl.acm.org
Function-as-a-Service is a popular cloud programming model that supports developers by
abstracting away most operational concerns with automatic deployment and scaling of …

ProFaaStinate: Delaying Serverless Function Calls to Optimize Platform Performance

T Schirmer, V Carl, T Pfandzelter… - Proceedings of the 9th …, 2023 - dl.acm.org
Function-as-a-Service (FaaS) enables developers to run serverless applications without
managing operational tasks. In current FaaS platforms, both synchronous and asynchronous …

Streaming vs. functions: A cost perspective on cloud event processing

T Pfandzelter, S Henning, T Schirmer… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
In cloud event processing, data generated at the edge is processed in real-time by cloud
resources. Both distributed stream processing (DSP) and Function-as-a-Service (FaaS) …

Efficiently Detecting Performance Changes in FaaS Application Releases

M Grambow, T Dockenfuß, T Schirmer… - Proceedings of the 9th …, 2023 - dl.acm.org
The source code of Function as a Service (FaaS) applications is constantly being refined. To
detect if a source code change introduces a significant performance regression, the …

[HTML][HTML] Transparent serverless execution of Python multiprocessing applications

A Arjona, G Finol, PG López - Future Generation Computer Systems, 2023 - Elsevier
Access transparency means that both local and remote resources are accessed using
identical operations. With transparency, unmodified single-machine applications could run …