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- research-articleJuly 2024
Optimizing Resource Allocation in the Edge: A Minimum Weighted Vertex Cover Approach
- Antonios Makris,
- Emmanouil Maragkoudakis,
- Ioannis Kontopoulos,
- Theodoros Theodoropoulos,
- Ioannis Korontanis,
- Emanuele Carlini,
- Matteo Mordacchini,
- Patrizio Dazzi,
- Theodora Varvarigou
FRAME '24: Proceedings of the 4th Workshop on Flexible Resource and Application Management on the EdgePages 15–22https://doi.org/10.1145/3659994.3660316The transition from Cloud Computing to a Cloud-Edge continuum introduces novel opportunities and challenges for data-intensive and interactive Next Generation applications. Strategies that were effective in the Cloud environment now necessitate ...
- research-articleJuly 2024
Urgent Edge Computing
- Patrizio Dazzi,
- Luca Ferrucci,
- Marco Danelutto,
- Konstantinos Tserpes,
- Antonios Makris,
- Theodoros Theodoropoulos,
- Jacopo Massa,
- Emanuele Carlini,
- Matteo Mordacchini
FRAME '24: Proceedings of the 4th Workshop on Flexible Resource and Application Management on the EdgePages 7–14https://doi.org/10.1145/3659994.3660315This position paper introduces Urgent Edge Computing (UEC) as a paradigm shift addressing the evolving demands of time-sensitive applications in distributed edge environments, in time-critical scenarios. With a focus on ultra-low latency, availability, ...
- research-articleApril 2024
StarFlow: fine-grained execution of workflows in Hybrid Cloud HPC for data stream applications
UCC '23: Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud ComputingArticle No.: 64, Pages 1–2https://doi.org/10.1145/3603166.3632237Nowadays we are witnessing the diffusion of the Function-as-a-service paradigm, that has emerged due to its ability to deploy fine-grained units of computation on heterogeneous resources on-demand, reducing costs and improving resource utilization. In ...
- short-paperAugust 2023
DATA7: A Dataset for Assessing Resource and Application Management Solutions at the Edge
FRAME '23: Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the EdgePages 3–6https://doi.org/10.1145/3589010.3595652This paper presents a dataset on edge devices and mobility patterns to comprehensively understand user behaviour and devices workload in Edge computing environments. The dataset is built on top of a publicly available dataset of cellular tower locations ...
- short-paperJune 2022
Network Measurements with Function-as-a-Service for Distributed Low-latency Edge Applications
FRAME '22: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the EdgePages 25–28https://doi.org/10.1145/3526059.3533622Edge computing promises to bring computation and storage close to end-users, opening exciting new areas of improvement for applications with a high level of interactivity and requiring low latency. However, these improvements require careful scheduling ...
- short-paperJune 2021
An Osmotic Ecosystem for Data Streaming Applications in Smart Cities
- Emanuele Carlini,
- Lorenzo Carnevale,
- Massimo Coppola,
- Patrizio Dazzi,
- Gabriele Mencagli,
- Domenico Talia,
- Massimo Villari
FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the EdgePages 27–31https://doi.org/10.1145/3452369.3463822Modern multi-tier Cloud-Edge-IoT computational platforms seamlessly map with the distributed and hierarchical nature of smart cities infrastructure. However, classical tools and methodologies to organise data as well as computational and network ...
- short-paperJune 2021
Data Science Workflows for the Cloud/Edge Computing Continuum
FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the EdgePages 41–44https://doi.org/10.1145/3452369.3463820Research infrastructures play a crucial role in the development of data science. In fact, the conjunction of data, infrastructures and analytical methods enable multidisciplinary scientists and innovators to extract knowledge and to make the knowledge ...
- research-articleJune 2021
Latency Preserving Self-optimizing Placement at the Edge
FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the EdgePages 3–8https://doi.org/10.1145/3452369.3463815The Internet is experiencing a fast expansion at its edges. The wide availability of heterogeneous resources at the Edge is pivotal in the definition and extension of traditional Cloud solutions toward supporting the development of new applications. ...