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Load-Aware Container Orchestration on Kubernetes Clusters 14

Load-Aware Container Orchestration on Kubernetes Clusters

引用

14th international conference on cloud computing and Services Science, CLOSER 2024

作者： Marchese, Angelo Tomarchio, Orazio Dept. of Electrical Electronic and Computer Engineering University of Catania Catania Italy

ISBN: (纸本)9789897587016

Microservice Architecture is quickly becoming popular for building extensive applications designed for deployment in dispersed and resource-constrained cloud-to-edge computing settings. Being a cloud-native technology, the real strength of microservices lies in their loosely connected, autonomously deployable, and scalable features, facilitating distributed deployment and flexible integration across powerful cloud data centers to heterogeneous and often constrained edge nodes. Hence, there is a need to devise innovative placement algorithms that leverage these microservice features to enhance application performance. To address these issues, we propose extending Kubernetes with a load-aware orchestration strategy, enhancing its capability to deploy microservice applications within shared clusters characterized by dynamic resource usage patterns. Our approach dynamically orchestrates applications based on runtime resource usage, continuously adjusting their placement. The results, obtained by evaluating a prototype of our system in a testbed environment, show significant advantages over the vanilla Kubernetes scheduler. © 2024 by SCITEPRESS – Science and Technology Publications, Lda.

关键词： Containers

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Comparative Analysis of Simulators for IoT Applications in Fog/cloud computing

Comparative Analysis of Simulators for IoT Applications in F...

引用

2022 international conference on Sustainable computing and Data communication Systems, ICSCDS 2022

作者： Bajaj, Karan Sharma, Bhisham Singh, Raman Chitkara University School of Engineering and Technology Chitkara University Department of Computer Science Engineering Himachal Pradesh India School of Computing Engineering and Physical Sciences University of the West of Scotland Lanarkshire United Kingdom

ISBN: (纸本)9781665478847

In order to make people's life easier, a significant number of Internet of Things (IoT) applications have become a part of a global world. The internet of things is strongly intertwined to cloud computing, and sensor data handling is one of the most urgent issues with cloud computing. Sensors and other cloud-connected smart devices are frequently used to operate IoT-cloud systems;as a result, these devices generate a large volume of data that must be preserved and processed efficiently. Simulators have the advantage of allowing complex systems to be explored without the requirement to purchase and install physical resources. The purpose of this article is to look at several cloud implementation simulators and see which ones are best for today's IoT demands. With the moving of the trend and computing needs, this paper provides a brief examination of the different most widely used simulators in the research field by categorising the simulators into three categories: cloud, edge, and fog simulators. Finally, various future research direction in accordance with the simulator's evolution is given. © 2022 IEEE.

关键词： Internet of things

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Solving Data De-Duplication Issues on cloud using Hashing and MD5 Techniques 6

Solving Data De-Duplication Issues on Cloud using Hashing an...

引用

6th international conference on computing Methodologies and communication, ICCMC 2022

作者： Aishwarya, R. Singh, K Sumanth Varma, S Mahesh Yogitha, R. Mathivanan, G. Sathyabama Institute of Science and Technology Department of Computer Science and Engineering Chennai India

ISBN: (纸本)9781665410281

De-duplication is a method that removes duplicates of data to save storage space;it is commonly used in cloud storage. cloud computing is considered as the basis of this research study. De-duplication addresses the issue of removing many duplicate files on the cloud. To maintain data security, it was recommended that data be encrypted and decrypted such that it could not be viewed by anyone. The existing systems lack accuracy and security. The proposed approach varies from traditional de-duplication systems, where each client has their own rights to the data that they have supplied. In the proposed hybrid cloud architecture, the S-CSP is hosted in the public cloud. According to a security study, the proposed research plan is reliable in terms of data protection. © 2022 IEEE.

关键词： Cryptography

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Dynamic Spectrum Allocation with Service Priority in C+L-Band Elastic Optical Networks 4

Dynamic Spectrum Allocation with Service Priority in C+L-Ban...

引用

4th international Computational Imaging conference, CITA 2024

作者： Yang, Huijie Zheng, Nianying Dang, Jian Wang, Xiaoling Chen, Hong Chen, Bowen School of Electronic and Information Engineering Soochow University Suzhou China School of Information and Communication Guilin University of Electronic Technology Guangxi Guilin541004 China

ISBN: (纸本)9781510688834

With the rapid development of cloud computing, video, smart home, and Internet of things (IoT), the bandwidth requirements of communication networks are also greatly increasing. This paper investigates dynamic spectrum allocation for both immediate and advance reservations in C+L-band elastic optical networks. We propose a dynamic spectrum allocation approach with service priority (DSA-SP) by considering the tolerable delay time. We consider the service importance when allocating the spectrum resources in C+L-band elastic optical networks. We discuss two types of the connection requests that include both immediate reservation and advance reservation based on the maximum tolerable delay time. The simulation results demonstrate that the proposed dynamic spectrum allocation approach achieves the low blocking probability, the high spectrum efficiency, and high average optical signal-to-noise ratio (SNR). © 2025 SPIE.

关键词： Signal to noise ratio

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Evaluation Method of communication Countermeasure Combat Effectiveness based on cloud Model

Evaluation Method of Communication Countermeasure Combat Eff...

引用

2022 IEEE international conference on Signal Processing, communications and computing, ICSPCC 2022

作者： Zhu, Lili Wang, Dan Jiang, Lei Qi, Zisen Chen, Xihao Wang, Yongmin Air Force Engineering University Institute of Information and Navigation Xi'an China

ISBN: (数字)9781665469722

ISBN: (纸本)9781665469722

communication countermeasure combat effectiveness evaluation is related to the adjustment of combat means and system command coordination. As qualitative description of communication countermeasure combat effectiveness evaluation is difficult to accurately to evaluate, Combination method, which combines objective evaluation and subjective evaluation effectively is adopted, and the weight distribution of the evaluation index is more scientific and reasonable. The cloud model is used to evaluate the operational effectiveness of communication countermeasures, the forward cloud generator can transform the qualitative evaluation results into quantitative computable values, and then the final operational effectiveness evaluation results can be obtained by the reverse cloud generator. The results show that this method can integrate subjective and objective information well, effectively integrate fuzziness and randomness, and has strong operability. It can provide an effective method for evaluating the effectiveness of communication countermeasures. © 2022 IEEE.

关键词： cloud computing

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Big Picture Analysis of Resource Allocation in Fog computing 1

Big Picture Analysis of Resource Allocation in Fog Computing

引用

1st international conference on Computational Science and Technology, ICCST 2022

作者： Priya, B. Nandhini, J.M. Gnanasekaran, T. Sethukarasi, T. Sri Sai Ram Engineering College India R.M.K Engineering College India

ISBN: (纸本)9781665476553

The massive amounts of data generated and disbursed by digitalization necessitate computing, storage, and communication resources. The usefulness and accessibility of cloud and fog architectures becomes suitable alternatives to meet the expectations. The effectiveness with which a computing architecture's resources are allocated to service its requests determines its success. Fog computing, often refereed to as fogging fog networking is a decentralised architecture that acts an interface between the cloud and the devices that generated the data. The computing and storage requirements of the Internet of Things (IoT) can be met by using the cloud, which is an information and communication technology-based operational model. Regardless of its widespread use, cloud computing paradigm is inappropriate for all the applications based on IoT. cloud is not suggested for applications that require low latency, such as smart transportation, health care and smart homes. This paper presents the strategies for resource distribution in fog computing along with a comparison the various techniques. © 2022 IEEE.

关键词： Fog

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cloud-Edge-Device Collaborative Image Retrieval and Recognition for Mobile Web 19th

Cloud-Edge-Device Collaborative Image Retrieval and Recogni...

引用

19th EAI international conference on Collaborative computing: Networking, Applications and Worksharing, CollaborateCom 2023

作者： Huang, Yakun Li, Wenwei Wu, Shouyi Qiao, Xiuquan Guo, Meng He, Hongshun Li, Yang Beijing University of Posts and Telecommunications Beijing100876 China China Mobile Communications Research Institute Beijing100053 China

ISBN: (纸本)9783031545276

Efficient image retrieval and recognition are pivotal for optimal mobile web vision services. Traditional web-based solutions offer limited accuracy, high overhead, and struggle with vast image volumes. Transferring images for real-time cloud recognition demands stable communication, and large-scale concurrent requests strain computational and network resources. This paper introduces a distributed recognition approach, leveraging cloud-edge-device collaboration through edge computing’s low latency and high bandwidth. We present a lightweight image saliency detection model tailored for mobile web, enhancing initial image feature extraction. Additionally, we introduce an edge-based, deep learning-driven method to amplify image retrieval speed and precision. We incorporate a location and popularity-based caching system to alleviate strains on cloud resources and network bandwidth during extensive image requests. Our real-world tests validate our approach: our saliency detection model outpaces the benchmark by reducing the model size by up to 94%, making it suitable for mobile web deployment. The proposed method improves retrieval accuracy by 40% over cloud-based counterparts and cuts response latency by over 60%. © ICST Institute for Computer Sciences, Social Informatics and Telecommunications engineering 2024.

关键词： Edge computing

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High Performance computing Infrastructure in Technical University Research 18

High Performance Computing Infrastructure in Technical Unive...

引用

IEEE 18th international conference on Intelligent Computer communication and Processing (ICCP)

作者： Gorgan, Dorian Tech Univ Cluj Napoca Dept Comp Sci Cluj Napoca Romania

ISBN: (纸本)9781665464376

A technical university needs high performance computing resources to support the research activity carried out by interdisciplinary teams, through heterogeneous, various and flexible configurations. The cloudUT infrastructure has been designed and developed to meet the requirements and performances necessary for research projects in the scientific and engineering fields specific to the Technical University of Cluj-Napoca such as big data, artificial intelligence, spatial data, satellite data, internet of things, complex simulation, and computer assisted design. This paper analysis and highlight the challenges and issues on finding efficient solutions for the distributed architecture, parallel computing, massive data, flexible architectures, virtualization, cloud applications and services for covering a large range of technical domains of engineering such as mechanics, automation and computers, civil and building services, electric, architecture and urban planning, electronics, robotics, and mechatronics.

关键词： high performance computation cloud infrastructure technical university research activity interdisciplinary research

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Research and Implementation of a Tamed Spread Spectrum System Based on Walsh Coding

Research and Implementation of a Tamed Spread Spectrum Syste...

引用

communication engineering and cloud computing conference (ceccc), international

作者： Zhiwang Xu Yu Zhang Yubing Han School of Electronic and Optical Engineering Nanjing University of Science and Technology Nanjing China

Spread spectrum communication is well-known by its excellent ability of anti-interference, anti-fading and good performance in confidentiality. The tamed spread spectrum communication system is developed on the basis of it. Most of the literature does not distinguish this spread spectrum technique from direct spread spectrum. In this paper, the performance of tamed spread spectrum with single -frequency interference is analyzed and simulated compared with direct spread spectrum. The conclusion is drawn that the tamed spread spectrum technology has a strong ability to resist random noise interference, but for human interference, its performance is seriously declined. The FPGA implementation method of tamed spread spectrum communication system is mainly studied as well.

关键词： cloud computing Interference Spread spectrum communication Resists Encoding Field programmable gate arrays

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Research on Encryption Protection Method of Quantum Security Computer

Research on Encryption Protection Method of Quantum Security...

引用

2022 international conference on cloud computing, Big Data Applications and Software engineering, CBASE 2022

作者： Tong, Lian Lv, Taizhi Xia, Pingping Jiangsu Maritime Institute Department of Information Engineering Nanjing China

ISBN: (纸本)9798350396393

With the continuous development of Internet of Things (IoT) technology, information and communication technology is also progressing rapidly, among which quantum computer secrecy communication scheme is a new type of cryptographic lock system. It uses both traditional security software encryption algorithms and classical cryptographic systems to achieve a series of operations such as secret storage, transmission and restoration of data. This paper introduces the principle of quantum key distribution and its applications from the physical level;then analyses its security problems and the corresponding research status and proposes improvement methods and measures;finally, with the goal of "bit-based computing information security", a new type of secure communication scheme is designed. © 2022 IEEE.

关键词： Quantum cryptography

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