Dynamic task offloading in multi-agent mobile edge computing networks

J Heydari, V Ganapathy, M Shah - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
… that minimize the task drop rate as well as the execution delay without requiring information
about the dynamics of the environment such as channel models and task arrival rates at …

Taxonomy of dynamic task scheduling schemes in distributed computing systems

HG Rotithor - IEE Proceedings-Computers and Digital Techniques, 1994 - IET
… To clearly understand current research trends in dynamic taskdynamic task scheduling.
The taxonomy presented facilitates observing similarities and differences between dynamic task

IoT application modules placement and dynamic task processing in edge-cloud computing

J Fang, A Ma - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… model, and application services of the new edge-cloud network. In Section IV, we introduce
the heuristic dynamic task processing scheme. Section V describes an improved discrete …

Dynamic task scheduling using genetic algorithms for heterogeneous distributed computing

AJ Page, TJ Naughton - 19th IEEE international parallel and …, 2005 - ieeexplore.ieee.org
… We believe that task scheduling is the most … the task allocation problem, is an NP-hard
problem for the general case [5]. Many heuristic algorithms exist for specific instances of the task

Dynamic task allocation models for large distributed computing systems

HWD Chang, WJB Oldham - IEEE transactions on parallel and …, 1995 - ieeexplore.ieee.org
… in a dynamic environment, which can be done by balancing the utilization of computing
In this paper, we propose two dynamic task allocation models which are: 1) the clustering …

Dynamic task scheduling in computing cluster environments

IK Savvas, MT Kechadi - … on Parallel and Distributed Computing …, 2004 - ieeexplore.ieee.org
… While, dynamic scheduling techniques are based on … a task has to be transferred or not
and to which node should be transferred [2, 6, 7, 8, 12]. In this paper, we propose a dynamic task

Deep learning-based dynamic computation task offloading for mobile edge computing networks

S Yang, G Lee, L Huang - Sensors, 2022 - mdpi.com
… scenarios, DSLO can quickly adapt to the new workload d and task weights w . The overall
dynamic MEC task scenario, where the task weight w of the scenario is variable and the task

Reinforcement learning in dynamic task scheduling: A review

C Shyalika, T Silva, A Karunananda - SN Computer Science, 2020 - Springer
… of the optimal task and resource scheduling dynamically. This … that have been used for
dynamic task scheduling. The paper … learning techniques used in dynamic task scheduling and a …

Dynamic task scheduling in cloud-assisted mobile edge computing

X Ma, A Zhou, S Zhang, Q Li, AX Liu… - … on Mobile Computing, 2021 - ieeexplore.ieee.org
… However, the main focus of the work is static task scheduling, and in the dynamic task
arrival scenario, the performance bound can only be ensured for special cases (eg, when the …

A dynamic task scheduling strategy for multi-access edge computing in IRS-aided vehicular networks

Y Zhu, B Mao, N Kato - … on Emerging Topics in Computing, 2022 - ieeexplore.ieee.org
… Then we propose a dynamic task scheduling algorithm to solve the studied problem. For
the already known moving direction and initial speed during handshaking, the positions of a …