„… which server to be used for offloading. Once the task request is offloaded, if the chosen server is busy …” „… , which consists of End Devices and Edge Servers. Services define how tasks behave when run and tasks are …” „… , mobile phone, smart glasses, or more. In this thesis, its role is to request tasks from Edge Servers …”

„… transferring (offloading) the tasks to other available servers. The load balancers also perform the same when a …” „… decentralized Edge Network that allows task offloading between Edge Servers? The questions above also raise the …” „… throttle the CPU usage of the tasks down to avoid pre‐ emption, or to schedule to avoid offloading — all to …”

„… – real-time scheduling – fog computing – task offloading – edge in manufacturing – edge server – software …” „… . . . . . . . . . . . . . . . . . . . . . . 68 4.2 Service and Task . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72 4.2.1 …” „… Requesting Tasks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98 5.5 Topology Designer …”

„… offloading. They act as gateways to forward the task to the Cloud and return the response back to the …” „… , neither it deals with resource‐intensive tasks nor offers offloading between servers. Cozzolino et al …” „… . [CDO17] introduced an Edge offloading architecture to run tasks at the edge of the network. They used …”

„… an example of offloading problem of multiple periodic tasks. To address this problem, the following …” „… distribution of resources among all tasks on an Edge Server. The orchestrator that prevents resource starvation …” „… , enables fair resource usage, and switches the turn of the tasks is called scheduler (See Sec. 2.2.2). In …”

„… Approximability of Scheduling Multiprocessor Tasks with Time‐dependent Processor and Time Requirements. In …” „… Hosts – Communication Layers, In‐ ternet Standard, [retrieved: Jan 2021], Internet Engineering Task …” „… Oh; Son, S. H.: New strategies for assigning real‐time tasks to multiprocessor systems. IEEE …”

„… there are no services available for the requested task, then the task fails to execute. Offloadingmeans …” „… Computing domain. The presented architecture enables execution of real‐time tasks in a scalable, extensible …” „… exchange information in case an offloading is necessary. Automation during communication requires them to …”

„… requesters. Offloading is performed when an Edge Server is expected tomiss the deadline of a real‐time task …” „… architecture for the Edge Servers in the Edge Computing domain, to handle real‐time task requests, and execute …” „… these tasks on‐time in a decentralized environment. The thesis began with an introduction to Edge …”

„… CloudInference on EdgeHorizontal CollaborationPartial OffloadingIntegral OffloadingModel-split ModeCloud …” „… the Bidirectional Encoder Representations from Transformers(BERT) [27], it can handle various tasks of …” „… prediction tasks which is animportant branch of generation. On the other hand, in 2014, Goodfellow et al. [63 …”

„… . Nature,588:60–609, 2020.[78] Yu Zhang and Qiang Yang. A survey on multi-task learning. IEEE Transactions …” „… model based transfer and multi-task learning for biological image analysis. IEEEtransactions on Big Data …” „… , 6(2):322–333, 2016.[81] Wu Liu, Tao Mei, Yongdong Zhang, Cherry Che, and Jiebo Luo. Multi-task deep …”

„… . The cloud connectivity enables the offloading of vehicle functions and thereby the usage of computing …” „… functions are regulation, control, or monitoring tasks that use the computing and storage capacities of the …” „… function is feasible for offloading as it is a non-safety critical function with no hard-real-time …”

„… networks reaches its limits when production tasks can be flexibly adapted and communication requirements …” „… Bridging Task Group entstandene Time-Sensitive Networking Task Group (IEEE 802.1 [1]) entwickelt Standards …” „… ) Task Group. [Online]. Available: https://1.ieee802.org/tsn/ [2] IEEE Std 802.1Q-2018: IEEE Standard …”

„… ) [2004], Tractor ECU (ISO11783-9), Task Controller (ISO11783-10) [2009], Diagnostics (ISO11783- 12 …” „… bigger, better, and faster combination of tractor, implements, and integrated functionalities. Task …” „… Task Controller would be able to control each row’s seed-rate, and manage the target seed spacing far …”