Multi-Task Learning-Based Task Scheduling Switcher for a Resource-Constrained IoT System
In this journal, we proposed a novel method of using multi-task learning to switch the scheduling algorithm. With multi-task learning to change the scheduling algorithm inside the scheduling framework, the scheduling framework can create a scheduler with
Mohd Hafizuddin Bin Kamilin +2 more
doaj +1 more source
On Nonpreemptive LCFS Scheduling with Deadlines [PDF]
Summary: We investigate some real time behaviour of a (discrete time) single server system with nonpreemptive LCFS task scheduling. The main results deal with the probability distribution of a random variable \(\text{SRD} (T)\), which describes the time the system operates without any violation of a fixed task service time deadline \(T\).
Ulrich Schmid 0001, Johann Blieberger
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Deadline-Constrained Cost Minimisation for Cloud Computing Environments
The interest in performing scientific computations using commercially available cloud computing resources has grown rapidly in the last decade. However, scheduling multiple workflows in cloud computing is challenging due to its non-functional constraints
Samuel Manam +2 more
doaj +1 more source
Optimal deadline scheduling with commitment [PDF]
We consider an online preemptive scheduling problem where jobs with deadlines arrive sporadically. A commitment requirement is imposed such that the scheduler has to either accept or decline a job immediately upon arrival. The scheduler's decision to accept an arriving job constitutes a contract with the customer; if the accepted job is not completed ...
Shiyao Chen +2 more
openaire +2 more sources
Research on Linux Real-time Mechanism and Classified Scheduling Strategy of Handheld Terminal [PDF]
According to the high real-time performance and multitasking features of the handheld terminal,some real-time mechanisms are added to the kernel,such as real-time mutual exclusion lock,threaded interruption,high precision timer and dynamic clock.Based on
WANG Mingcheng,LU Yang
doaj +1 more source
Deadline Miss Early Detection Method for Mixed Timer-Driven and Event-Driven DAG Tasks
Self-driving systems have a hard real-time nature, and the control commands of the vehicle must be output before the end-to-end deadline using sufficiently new data.
Atsushi Yano, Takuya Azumi
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Contention-Free Scheduling for Single Preemption Multiprocessor Platforms
The Contention-Free (CF) policy has been extensively researched in the realm of real-time multi-processor scheduling due to its wide applicability and the performance enhancement benefits it provides to existing scheduling algorithms.
Hyeongboo Baek, Jaewoo Lee
doaj +1 more source
Scheduling Broadcasts with Deadlines
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Kim, JH, Chwa, KY Chwa, Kyung Yong
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Investigating the Schedulability of Periodic Real-Time Tasks in Virtualized Cloud Environment
In this paper, we developed a computing architecture and algorithms for supporting soft real-time task scheduling in a cloud computing environment through the dynamic provisioning of virtual machines.
Hitham Alhussian +9 more
doaj +1 more source
Scheduling for Optimal Rate Allocation in Ad Hoc Networks With Heterogeneous Delay Constraints [PDF]
This paper studies the problem of scheduling in single-hop wireless networks with real-time traffic, where every packet arrival has an associated deadline and a minimum fraction of packets must be transmitted before the end of the deadline.
Jaramillo, Juan Jose +2 more
core +1 more source

