DAG-based dependent tasks offloading in MEC-enabled IoT with soft cooperation

X Zhou, S Ge, P Liu, T Qiu - IEEE Transactions on Mobile …, 2023 - ieeexplore.ieee.org
Multi-access edge computing (MEC)-enabled Internet of Things (IoT) has become a
powerful solution to run computation-intensive applications on end devices. These …

Startup-aware dependent task scheduling with bandwidth constraints in edge computing

J Lou, Z Tang, W Jia, W Zhao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In edge computing, applications can be scheduled in the granularity of inter-dependent
tasks to proximate edge servers to achieve high performance. Before execution, the edge …

Multi-objective and multi constrained task scheduling framework for computational grids

SN Hegde, DB Srinivas, MA Rajan, S Rani, A Kataria… - Scientific Reports, 2024 - nature.com
Grid computing emerged as a powerful computing domain for running large-scale parallel
applications. Scheduling computationally intensive parallel applications such as scientific …

Joint Task Dispatching and Bandwidth Allocation with Hard Deadlines in Distributed Serverless Edge Computing Systems

Y Sun, C Zhang, T Huang - Journal of Grid Computing, 2024 - Springer
Serverless computing lifts the burden of infrastructure maintenance from application
developers and also reduces the usage cost of cloud/edge computing platforms. However …

Cost-efficient security-aware scheduling for dependent tasks with endpoint contention in edge computing

Z Li, H Yu, G Fan, Q Tang, J Zhang, L Chen - Computer Communications, 2023 - Elsevier
Edge computing empowers latency-sensitive and computation-intensive applications
composed of multiple dependent tasks of mobile devices to execute on nearby edge …

Energy‐efficient reliability‐aware offloading for delay‐sensitive tasks in collaborative edge computing

Z Li, H Yu, G Fan, J Zhang, J Xu - … and Computation: Practice …, 2024 - Wiley Online Library
As a burgeoning paradigm, collaborative mobile edge computing (C‐MEC) can cater to
growing computation demand of mobile devices (MDs). However, there are great challenges …

边缘辅助实时应用中信息年龄感知的任务调度

王红艳, 孙其博, 马骁, 周傲, 王尚广 - 通信学报, 2024 - infocomm-journal.com
针对无线设备资源受限导致状态提取滞后难以满足实时应用对信息新鲜度需求的问题,
考虑到边缘节点处理容量的有限性, 提出了一种联合考虑信息新鲜度与调度实时性的调度方法 …

Multi-source dnn task offloading strategy based on in-network computing

L Hu, Y Chai, Q Li, W Li, Y Zhang - 2023 25th International …, 2023 - ieeexplore.ieee.org
As applications grow in scale, the centralized computing approach leads to excessive
bandwidth requirements and high computational latencies. The traditional computing model …

AoI-aware task scheduling in edge-assisted real-time applications.

W Hongyan, SUN Qibo, MA Xiao, Z Ao… - Journal on …, 2024 - search.ebscohost.com
To address the issue where the resource limitations of wireless devices caused state
extraction delays that cannot meet the freshness requirements of real-time applications …

[PDF][PDF] 클러스터기반컨테이너환경에서실시간GPU 작업모니터링및컨테이너배치를위한노드리스트관리기법

강지훈, 길준민 - 정보처리학회논문지/컴퓨터및통신시스템제, 2022 - ktccs.kips.or.kr
요 약최근 인터넷 기반 서비스는 데이터의 개인화 및 맞춤화로 인해 사용자의 상황이나
요구사항에 따라 즉시 처리해야 하는 실시간 AI 추론 및 데이터분석과 같은 실시간 처리에 대한 …