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A Performance Fluctuation-Aware Stochastic Scheduling Mechanism for Workflow Applications in Cloud Environment
2014
IEICE transactions on information and systems
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An elastic performance fluctuations-aware stochastic scheduling algorithm is introduced in this paper. ...
However, in the current stage, there is relatively few research for workflow scheduling in cloud environment, where they usually just bring the traditional methods directly into cloud. ...
machine, in order to make an effective workflow scheduling for cloud environment, a Performance-Fluctuation-based online Stochastic workflow scheduling algorithm, called PFS , is proposed. ...
doi:10.1587/transinf.2013thp0016
fatcat:lz4prxhwrnhjtb6ahy5sfegzvy
A Survey on Resource Scheduling in Cloud Computing: Issues and Challenges
2016
Journal of Grid Computing
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Resource scheduling in cloud is a challenging job and the scheduling of appropriate resources to cloud workloads depends on the QoS requirements of cloud applications. ...
This research depicts a broad methodical literature analysis of resource management in the area of cloud in general and cloud resource scheduling in specific. ...
mechanisms in cloud environment Thus, there is a need to make cloud services and cloud-oriented applications efficient by taking care of these properties of the cloud environment. ...
doi:10.1007/s10723-015-9359-2
fatcat:cyhh4lnslfb6lhfcdif2pydkba
Deadline Guarantee Enhanced Scheduling of Scientific Workflow Applications in Grid
2013
Journal of Computers
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In this paper, a novel workflow scheduling algorithm DGESA is proposed. ...
Deadline guarantee is an important QoS requirement for some critical scientific workflow applications. ...
We are grateful for support from the High Performance Computing Center of Central South University. ...
doi:10.4304/jcp.8.4.842-850
fatcat:y6vngjskefcjjjcng72mxc46lu
Current trends in cloud computing
2020
Indian Journal of Science and Technology
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In this work we have limited ourselves to only technical aspects of cloud computing while excluding areas of security, privacy and economics (for example CapEx). ...
Findings: Our findings show that researchers are working in the area of Job Scheduling while low attention has been given in Resource Scheduling. ...
providing such workflow mechanism that can entertain them in a scheduled and balanced manner. ...
doi:10.17485/ijst/v13i24.358
fatcat:mzlwkmkjw5c3lahyvvvdiaqy6i
RESOURCE SCHEDULING IN CLOUD ENVIRONMET: A SURVEY
2016
Advances in Science and Technology Research Journal
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Cloud Computing offers the avant-garde services at a stretch that are too attractive for any cloud user to ignore. ...
In this paper, a comprehensive survey of research related to various aspects of cloud resource scheduling is provided. ...
Sahara
environment
Revenue of cloud providers in proposed
mechanism can be increased by 40%
as compared to a fixed, per-node-period
pricing method
[18]
PSO based model for task-
-resource mapping ...
doi:10.12913/22998624/62746
fatcat:dyky2j5kxbaulllhmtcidt6cjm
A Comparative Analysis of Scheduling Policies in Cloud Computing Environment
2013
International Journal of Computer Applications
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This paper gives an overview of the existing scheduling policies in cloud computing systems. Also gives an analysis and comparison among different scheduling algorithms. General Terms Cloud Computing ...
Since it uses virtualized resources, scheduling and resource allocation are the important research topics in the cloud computing. ...
Also they have proposed energy aware local mapping mechanism which can reduce the energy consumption in federated cloud system. ...
doi:10.5120/11510-7228
fatcat:sesi6varejekppkglytpiuw7ee
A Robust Algorithm for Deadline Constrained Scheduling in IaaS Cloud Environment
2018
IEICE transactions on information and systems
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In this paper, we propose a novel robust deadline constrained workflow scheduling algorithm which handles the uncertainties in scheduling workflows in the IaaS Cloud environment. ...
The Infrastructure as a Service (IaaS) Clouds are emerging as a promising platform for the execution of resource demanding and computation intensive workflow applications. ...
Reactive mechanisms includes; dynamic schedul-ing, self-adaptation and rescheduling which are most suitable when the resource in the target environment fluctuates considerably. ...
doi:10.1587/transinf.2018pap0016
fatcat:wjmgoshe5bc5hkeize4buerdpy
Multi-objective optimization of deadline and budget-aware workflow scheduling in uncertain clouds
2021
IEEE Access
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In this paper we address these issues by formulating a multi-objective constrained optimization problem aimed at identifying the optimal scheduling plans for scientific workflows to be deployed in uncertain ...
cloud environments. ...
A different approach for scheduling workflows under runtime VM performance fluctuations is proposed by Li et al. [27] . ...
doi:10.1109/access.2021.3091310
fatcat:2bvygiwtd5cphhssnypxd3hsmi
Reinforcement Learning-based Application Autoscaling in the Cloud: A Survey
[article]
2020
arXiv
pre-print
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Reinforcement Learning (RL) has demonstrated a great potential for automatically solving decision-making problems in complex uncertain environments. ...
RL proposes a computational approach that allows learning through interaction in an environment with stochastic behavior, where agents take actions to maximize some cumulative short-term and long-term ...
stochastic environments. ...
arXiv:2001.09957v3
fatcat:gtylvmt4wraqvhfxjfao4zdr3y
Self-awareness of Cloud Applications
[chapter]
2017
Self-Aware Computing Systems
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Last, we propose a roadmap for addressing open challenges in self-aware cloud and datacenter applications. ...
In this chapter, we propose a conceptual framework for analyzing state-of-the-art self-awareness approaches used in the context of cloud applications. ...
generous ERO gift from Oracle, by the European FP7 research project AMADEOS Grant Agreement 610535 on Systems of Systems, by the Swedish Research Council (VR) for the projects "Cloud Control" and "Power ...
doi:10.1007/978-3-319-47474-8_20
fatcat:ckcxfmjmvvas5bhg7wp5qfmehy
Minimizing the Cost for Resource Allocation from Multiple Cloud Providers
2021
International Journal for Research in Applied Science and Engineering Technology
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That article suggests a hybrid approach to allocating cloud services to complex customer orders. The strategy was built in two stages: accommodation stages and a flexible structure. ...
Due to the uncertain nature of cloud requests, we set up a stochastic Optimization-based approach. Our technique is used to assign individual cloud resources and the results show its effectiveness. ...
This presents five major topics in cloud computing, namely locality-aware task scheduling; reliability-aware scheduling; energyaware RAS; Software as a Service (SaaS) layer RAS; and workflow scheduling ...
doi:10.22214/ijraset.2021.39058
fatcat:o22cgh2vdna4zc2k2gpk7um5xi
An Approach to Modeling and Analyzing Reliability for Microservice-Oriented Cloud Applications
2021
Wireless Communications and Mobile Computing
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This paper studies the modeling and analysis of service reliability in the cloud environment. ...
However, due to the complexity of cloud-based platforms, the design of fault-tolerant strategies for microservice-oriented cloud applications becomes challenging. ...
[26] propose a novel workflow scheduling algorithm for a cloud application, which combines resubmission and replication. In Ref. ...
doi:10.1155/2021/5750646
fatcat:wig33qvdaneebdlfvzrpumcuiu
Reducing Complexity in Management of eScience Computations
2012
2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
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In this paper we address reduction of complexity in management of scientific computations in distributed computing environments. ...
As a result we present StratUm, a toolkit for management of eScience computations. ...
This work is done in collaboration with the High Performance Computing Center North (HPC2N) and is funded by the Swedish National Infrastructure for Computing (SNIC), the Swedish Government's strategic ...
doi:10.1109/ccgrid.2012.72
dblp:conf/ccgrid/OstbergHDEHP12
fatcat:ofeeyjizkzhevfodvx4ofx6z7i
Workflow Scheduling Techniques and Algorithms in IaaS Cloud: A Survey
2018
International Journal of Electrical and Computer Engineering (IJECE)
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In the modern era, workflows are adopted as a powerful and attractive paradigm for expressing/solving a variety of applications like scientific, data intensive computing, and big data applications such ...
This work focuses on the complete study of the resource provisioning and scheduling algorithms in cloud environment focusing on Infrastructure as a service(IaaS). ...
[29] have investigated performances of SA algorithms for scheduling workflow applications in a Grid environment. ...
doi:10.11591/ijece.v8i2.pp853-866
fatcat:6mgzwqax4jhirbylkvbelkggaq
Simulating Resource Management across the Cloud-to-Thing Continuum: A Survey and Future Directions
2020
Future Internet
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In recent years, there has been significant advancement in resource management mechanisms for cloud computing infrastructure performance in terms of cost, quality of service (QoS) and energy consumption ...
Simulation is a widely used technique in the development and evaluation of resource management mechanisms for cloud computing but is a relatively nascent research area for new C2T computing paradigms such ...
Future Generation Computer Systems (Elsevier) Q1 33 10 A delay-based dynamic scheduling algorithm for bag-of-task workflows with stochastic task execution times in clouds Cai et al. [48] Future Generation ...
doi:10.3390/fi12060095
fatcat:3fus7a5arncc3p4xgljm5lxium
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