Vortrag: Scheduling of Distributed Applications on the Computing Continuum: A ...
Stammdaten
Titel: | Scheduling of Distributed Applications on the Computing Continuum: A Survey |
Beschreibung: | The demand for distributed applications has significantly increased over the past decade, with improvements in machine-learning techniques fueling this growth. These applications predominantly utilize Cloud data centers for high-performance computing and Fog and Edge devices for low-latency communication for small-size machine learning model training and inference. The challenge of executing applications with different requirements on heterogeneous devices requires effective methods for solving NP-hard resource allocation and application scheduling problems. The state-of-the-art techniques primarily investigate conflicting objectives, such as the completion time, energy consumption, and economic cost of application execution on the Cloud, Fog, and Edge computing infrastructure. Therefore, in this work, we review these research works considering their objectives, methods, and evaluation tools. Based on the review, we provide a discussion on the scheduling methods in the Computing Continuum. |
Schlagworte: |
Typ: | Angemeldeter Vortrag |
Homepage: | https://www.intel4ec-workshop.nl/ |
Veranstaltung: | Second International Workshop on Intelligent and Adaptive Edge-Cloud Operations and Services (Intel4Ec 2023) in conjunction with 16th IEEE/ACM Conference on Utility and Cloud Computing (UCC 2023) (Taormina, Messina) |
Datum: | 04.12.2023 |
Vortragsstatus: | stattgefunden (Präsenz) |
Beteiligte
Narges Mehran (intern) |
|
Dragi Kimovski (intern) |
|
Hermann Hellwagner (intern) |
|
Radu Aurel Prodan (intern) |
|
Dumitru Roman (extern) |
|
Ahmet Soylu (extern) |
|
Zuordnung
Organisation | Adresse | ||||
---|---|---|---|---|---|
Fakultät für Technische Wissenschaften
Institut für Informationstechnologie
|
AT - 9020 Klagenfurt am Wörthersee |
Kategorisierung
Sachgebiete | |
Forschungscluster | Kein Forschungscluster ausgewählt |
Vortragsfokus |
Klassifikationsraster der zugeordneten Organisationseinheiten:
|
TeilnehmerInnenkreis |
|
Publiziert? |
|
Arbeitsgruppen |
|
Kooperationen
Organisation | Adresse | ||
---|---|---|---|
Oslo Metropolitan University
|
NO - 0130 Oslo |
||
SINTEF
|
NO - 7034 Trondheim |
Forschungsaktivitäten
(Achtung: Externe Aktivitäten werden im Suchergebnis nicht mitangezeigt)
Projekte | Keine verknüpften Projekte vorhanden |
Publikationen | Keine verknüpften Publikationen vorhanden |
Veranstaltungen |
|
Vorträge | Keine verknüpften Vorträge vorhanden |