Smart City Gnosys
Smart city article details
| Title | Timber: On Supporting Data Pipelines In Mobile Cloud Environments |
|---|---|
| ID_Doc | 57394 |
| Authors | Tomaras D.; Tsenos M.; Kalogeraki V.; Gunopulos D. |
| Year | 2024 |
| Published | Proceedings - IEEE International Conference on Mobile Data Management |
| DOI | http://dx.doi.org/10.1109/MDM61037.2024.00032 |
| Abstract | The radical advances in mobile computing, the IoT technological evolution along with cyberphysical components (e.g., sensors, actuators, control centers) have led to the development of smart city applications that generate raw or preprocessed data, enabling workflows involving the city to better sense the urban environment and support citizens' everyday lives. Recently, a new era of Mobile Edge Cloud (MEC) infrastructures has emerged to support smart city applications that aim to address the challenges raised due to the spatio-temporal dynamics of the urban crowd as well as bring scalability and on-demand computing capacity to urban system applications for timely response. In these, resource capabilities are distributed at the edge of the network and in close proximity to end-users, making it possible to perform computation and data processing at the network edge. However, there are important challenges related to real-time execution, not only due to the highly dynamic and transient crowd, the bursty and highly unpredictable amount of requests but also due to the resource constraints imposed by the Mobile Edge Cloud environment. In this paper, we present TIMBER, our framework for efficiently supporting mobile daTa processing pIpelines in MoBile cloud EnviRonments that effectively addresses the aforementioned challenges. Our detailed experimental results illustrate that our approach can reduce the operating costs by 66.245% on average and achieve up to 96.4% similar throughput performance for agnostic workloads. © 2024 IEEE. |
| Author Keywords | data pipelines; Mobile Cloud Environments; mobility |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
37278  | 0.896 | do Prado P.F.; Peixoto M.L.M.; Araújo M.C.; Gama E.S.; Gonçalves D.M.; Silva M.V.S.; Immich R.; Madeira E.R.M.; Bittencourt L.F. | Mobile Edge Computing For Content Distribution And Mobility Support In Smart Cities | Mobile Edge Computing (2021) |
| 14438 | 0.881 | Quwaider, M; Al-Alyyoub, M; Jararweh, Y | Cloud Support Data Management Infrastructure For Upcoming Smart Cities | 7TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2016) / THE 6TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2016) / AFFILIATED WORKSHOPS, 83 (2016) |
| 21768 | 0.873 | Rajagopal S.; Tripathi P.K.; Deshmukh M.; Choudari S.; Kumar A.; Long C.S. | Edge Computing- Smart Cities: Optimizing Data Processing & Resource Management In Urban Environments | Journal of Information Systems Engineering and Management, 10 (2025) |
| 21732 | 0.868 | Trigka M.; Dritsas E. | Edge And Cloud Computing In Smart Cities | Future Internet, 17, 3 (2025) |
| 49733 | 0.867 | Badshah A.; Daud A.; Alhajlah M.; Alsahfi T.; Alshemaimri B.; Ur-Rehman G. | Smart Cities' Big Data: Performance And Cost Optimization With Regional Computing | IEEE Access, 12 (2024) |
| 14443 | 0.865 | di Martino B.; Di Sivo D.; Amato A. | Cloud, Edge, And Mobile Computing: Synergies For The Future Of Smart Cities | Lecture Notes on Data Engineering and Communications Technologies, 250 (2025) |
| 14442 | 0.863 | Liu Q.; Gu J.; Yang J.; Li Y.; Sha D.; Xu M.; Shams I.; Yu M.; Yang C. | Cloud, Edge, And Mobile Computing For Smart Cities | Urban Book Series (2021) |
| 8899 | 0.862 | Carlini E.; Carnevale L.; Coppola M.; Dazzi P.; Mencagli G.; Talia D.; Villari M. | An Osmotic Ecosystem For Data Streaming Applications In Smart Cities | FRAME 2021 - Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge (2021) |
| 38079 | 0.858 | Chakraborty S.; Sukapuram R. | Multi-Access Edge Computing For Urban Informatics | ACM International Conference Proceeding Series (2022) |
| 14400 | 0.857 | Patra M.K.; Sahoo S.; Sahoo B.; Turuk A.K. | Cloud Computing For A Secure Smart City Beyond 5G | Secure and Intelligent IoT-Enabled Smart Cities (2024) |