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检索条件"任意字段=International Conference on Multimedia, Software Engineering and Computing"

共 66536 条记录，以下是141-150 订阅

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MARL-Based Joint Optimization of Service Migration and Resource Allocation in MEC 20th

MARL-Based Joint Optimization of Service Migration and Res...

引用

20th IFIP WG 10.3 international conference on Network and Parallel computing, NPC 2024

作者： Lin, Ziqi He, Zhenli Zhai, Xiaolong Xiao, Yuanfei School of Software Yunnan University Kunming650504 China Yunnan Key Laboratory of Software Engineering Yunnan University Kunming China Engineering Research Center of Cyberspace Yunnan University Kunming China

ISBN: (纸本)9789819628636

Mobile Edge computing (MEC) extends computational resources to the network edge, enabling low-latency services for users and IoT devices. While existing research advances service migration, it often isolates migration from resource allocation, leading to suboptimal edge server utilization and increased response delays. Moreover, the impact of migrating user-specific service contexts within network topologies is often overlooked, which undermines the effectiveness of migration strategies and increases costs. To address these issues, we propose a joint optimization of service migration and resource allocation in MEC, modeled as a Multi-Agent Markov Decision Process (MAMDP). We propose an algorithm based on Multi-Agent Reinforcement Learning (MARL). By employing Multi-Agent Proximal Policy Optimization (MAPPO) and Karush-Kuhn-Tucker (KKT) conditions, our approach optimizes both service migration and resource allocation strategies, thereby enhancing service quality. Simulations demonstrate that our method significantly outperforms benchmarks, achieving substantial reductions in response delays, service failures, and migration costs. © IFIP international Federation for Information Processing 2025.

关键词： Markov processes

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Measurement of Performance Parameters in the GPON Optical Network 23

Measurement of Performance Parameters in the GPON Optical Ne...

引用

23rd Slovak-Czech-Polish Optical conference on Wave and Quantum Aspects of Contemporary Optics

作者： Trubák, Kamil Štípal, Jiří Látal, Jan Šiška, Petr Vojtěch, Josef Hristov, Hristo Department of Telecommunications Faculty of Electrical Engineering and Computer Science VSB-Technical University of Ostrava 17. listopadu 2172/15 Ostrava-Poruba708 00 Czech Republic CESNET a. l. e. Zikova 1903/4 Prague160 00 6 Czech Republic Department of Software Technologies Plovdiv University "Paisii Hilendarski" Plovdiv4000 Bulgaria

ISBN: (数字)9781510688094

ISBN: (纸本)9781510688087

With the increasing number of end users that are using multimedia services, demand for access network high bitrate systems with sufficient quality of services also increases. However, this might not always be ensured by the telecom operators, as they must perform network optimization concerning Quality of Service (QoS) and multimedia data transmission. In this work, we focused on Gigabit Passive Optical Network (GPON) performance testing with the help of various tools (iPerf, RFC 6349 or ITU-T Y.1564). The Grafana software tool is used to monitor data streams. Measurements were made to limit the downstream bitrate of up to 20 end users at 100 Mbit/s. Based on the repeated measurements, an aggregation curve is modelled indicating the available bitrate with respect to the network load. © 2025 SPIE.

关键词： Internet protocols

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Measuring the Impact of Flexible Communications software Design in Network Applications 5th

Measuring the Impact of Flexible Communications Software Des...

引用

5th international conference on Data Science, Machine Learning and Applications, ICDSMLA 2023

作者： Alam, Intekhab Prabhu, A. Yadav, Renu Pravinthraja, S. Maharishi School of Engineering and Technology Maharishi University of Information Technology Uttar Pradesh Lucknow India Karnataka Bangalore India Department of Electronic and Communication Engineering School of Engineering and Computing Dev Bhoomi Uttarakhand University Manduwala Dehradun Navgaon India School of Computer Science and Engineering Presidency University Karnataka Bengaluru India

ISBN: (纸本)9789819780426

This study studies the impact of bendy communications software design on network applications. Through a case observation method, it looks at how a community protocol like HTTP may be redesigned while permitted to modify elements of the protocol to suit the characteristics of a disbursed system. It examines the impact of particular protocol modifications, consisting of retransmission strategies, on person and device performance and the general effects of protocol flexibility. Such flexibility enables networks to alter and scale without problems, allowing for more excellent, innovative, dependable community packages. The consequences of this research will assist in understanding how redesigning the communications software program can benefit both customers and network packages. The results endorse that a better-stage verbal exchange layer could offer first-rate upgrades in designing community programs and conversation protocols. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.

关键词： HTTP

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HARDNESS: Hardware-Supported Post Quantum Over-the-Air software Update and Intrusion Detection System for Next Generation Secure Cars

HARDNESS: Hardware-Supported Post Quantum Over-the-Air Softw...

引用

international conference on Applications in Electronics Pervading Industry, Environment and Society, APPLEPIES 2024

作者： Bernardeschi, Cinzia Canino, Nicasio Dini, Gianluca Dini, Pierpaolo Rossi, Daniele Rossi, Federico Saponara, Sergio Department of Information Engineering University of Pisa Pisa Italy

ISBN: (纸本)9783031840999

Cybersecurity is critical for modern vehicles, as highlighted by recent regulations. Vehicles rely on multiple Electronic Control Units (ECUs), making them vulnerable to attacks. The HARDNESS project seeks to enhance automotive cybersecurity through two key initiatives. First, it will develop software Over-The-Air (SOTA) updates for ECUs, ensuring software security and resilience against future quantum threats. Efficient, portable solutions will be supported by hardware accelerators. Second, the project will create a system combining hardware fingerprinting and rule-based techniques for anomaly detection and Intrusion Detection Systems (IDS), focusing on securing the increasingly vulnerable CAN bus. An experimental setup will evaluate the solutions. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

关键词： Network intrusion

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NBS-Based Mobile Edge computing: A Joint Optimization of QoS and Energy in Computation Offloading 20th

NBS-Based Mobile Edge Computing: A Joint Optimization of Qo...

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20th IFIP WG 10.3 international conference on Network and Parallel computing, NPC 2024

作者： Peng, Zhihao Liao, Guocheng School of Software Engineering Sun Yat-sen University Guangzhou China

ISBN: (纸本)9789819628636

Integrating Mobile Edge computing (MEC) into the Internet of Things (IoT) enables IoT devices with limited computational power and energy to offload their compute-intensive and latency-sensitive tasks to the edge of the network, thus providing high-quality services to the users. In this paper, we utilize Nash Bargaining Solution (NBS) to jointly optimize computation power scheduling and benefit sharing among edge devices efficiently and fairly. We decouple the NBS into task scheduling, computation power allocation and benefit sharing problem, and solve them with Alternating Direction Method of Multipliers (ADMM) algorithm and subgradient descent method. Numerical results validate our analysis and show that our proposed scheme significantly improves the energy efficiency of MEC in IoT networks compared to existing benchmarks. © IFIP international Federation for Information Processing 2025.

关键词： Mobile edge computing

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Design and implementation of proxy server for meteorological big data platform "Tianqing" 2

Design and implementation of proxy server for meteorological...

引用

2nd international conference on Big Data, Computational Intelligence, and Applications, BDCIA 2024

作者： Chang, Juzheng Gao, Chang Liu, Haoye Cui, Fene Chang, Dashuai Cao, Jing Meteorological Bureau of Qinglong Manchu Autonomous County Hebei Qinglong066500 China Qinhuangdao Meteorological Bureau Qinhuangdao China

ISBN: (纸本)9781510689053

When users apply for an account in the "Tianqing" system, they can only fill in a maximum of 3 IP addresses bound to the account, so the software developed based on "Tianqing" can only theoretically run on the computer where the 3 IP addresses bound to the account are located, which has caused no small limit to the promotion and application of the newly developed software. Based on the actual needs, this paper designs the proxy server of "Tianqing" by using socket programming to query rainfall data from "Tianqing". All computers that need to access "Tianqing" but have no "legitimate" IP address will send requests to the proxy server, and the proxy server will send requests to "Tianqing" on behalf of end users. After receiving the returned data from "Tianqing", It is forwarded to the original end user unchanged, then realize the purpose of curve access to "Tianqing". With the newly designed 'Tianqing' proxy server, the application successfully overcome the limitation of the number of IP addresses for 'Tianqing' accounts, greatly facilitating the promotion and application of new software that relies on Tianqing as a data source. © 2025 SPIE.

关键词： Meteorology Rain Design Human-machine interfaces Computer programming software development Data transmission Clouds computing systems Connectors

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ACRL-10K: A Dataset for Air Conditioner Refrigerant Leak Smoke Detection

ACRL-10K: A Dataset for Air Conditioner Refrigerant Leak Smo...

引用

2025 IEEE international conference on Acoustics, Speech, and Signal Processing, ICASSP 2025

作者： Jiang, Yuhan Wang, Zhongyuan Hua, Jie Liang, Jinbi Xu, Zengmin National Engineering Research Center for Multimedia Software School of Computer Science Wuhan University Wuhan China School of Mathematics and Computing Science Guilin University of Electronic Technology Guilin China

ISBN: (纸本)9798350368741

In this paper, we introduce a new dataset for air conditioner refrigerant leak smoke detection, called ACRL-10K. The dataset is designed to develop algorithms for detecting refrigerant leak smoke faults during air conditioner recycling. It contains a total of 10, 724 images covering three common scenarios of air conditioner refrigerant leak: loading port, refrigerant extraction, and disassembly. All images are sourced from 656 video segments of real air conditioner recycling scenarios, captured by surveillance cameras deployed on an environmental company's recycling production line. The annotations for the refrigerant leak smoke in the images are performed by industry experts to ensure high accuracy and consistency. To the best of our knowledge, ACRL-10K is the first dataset specifically designed for refrigerant leak smoke detection. Based on the ACRL-10K dataset, we present the performance of mainstream object detectors, including the YOLO series, as a baseline to conduct the following work: 1) preliminarily summarize the challenges of using the dataset for refrigerant leak smoke detection;2) show the detection results of benchmark methods;and 3) make a comparison to identify the strengths and weaknesses of the baseline algorithms. In practice, the ACRL-10K dataset would hopefully advance research and applications in refrigerant leak early warning during air conditioner dismantling and recycling processes. © 2025 IEEE.

关键词： Air Conditioner Dataset Object Detection Refrigerant Leak Smoke Detection

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Investigation of the Architecture for A Application Creation Platform Leveraging Modern Technology on Smart Campus 24

Investigation of the Architecture for A Application Creation...

引用

5th international conference on Computer Science and Management Technology, ICCSMT 2024

作者： Huang, Jie Ma, Kai He, Xiaosong He, Hongjing Institute of Big Data Technology and Application Chongqing Institute of Engineering Chongqing China School of Big Data and Artificial Intelligence Chongqing Institute of Engineering Chongqing China

ISBN: (纸本)9798400709999

Intelligent technologies are driving the development of smart campuses, fostering a dynamic and diverse intelligent ***, the current trend of customizing smart campus solutions often positions campus citizens as mere bystanders or end *** enhance participatory engagement in campus development and increase the autonomy of platform construction, this paper leverages the strengths of big data warehouses, data analytics, the Internet of Things (IoT), and cloud computing-specifically their security, concurrency, reliability, redundancy, and scalability-to propose a campus application creation *** platform aims to streamline the software development process, facilitate the publication of software products, and promote functionality sharing and collaborative *** introduce an architectural model comprising four components: the data lake and warehouse layer, the data ferry layer, the resource service layer, and the platform *** internal operational mechanisms of this architecture are discussed from the perspectives of"applications as data, " self-feedback analysis, application evaluation systems, and system *** advantages of the platform are analyzed, along with application cases from both teacher and student *** also explore the platform's significance within the campus context, including its potential to adjust campus functionality, enhance overall innovation capabilities in education, and increase the autonomy of software *** findings suggest that a modern application creation platform can significantly facilitate the self-improvement of smart campus functionalities, thereby further enhancing the intelligence of the campus. © 2024 Copyright held by the owner/author(s). Publication rights licensed to ACM.

关键词： Cloud platforms

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Unveiling the Skills and Responsibilities of Serverless Practitioners: An Empirical Investigation 15th

Unveiling the Skills and Responsibilities of Serverless P...

引用

15th international conference on software Business, ICSOB 2024

作者： Hamza, Muhammad Kauppinen, Vy Akbar, Muhammad Azeem Awan, Wardah Naeem Smolander, Kari Software Engineering Department Lappeenranta-Lahti University of Technology Lappeenranta15210 Finland

ISBN: (纸本)9783031858482

Enterprises are increasingly adopting serverless computing to enhance scalability, reduce costs, and improve efficiency. However, this shift introduces new responsibilities and necessitates a distinct set of skills for practitioners. This study aims to identify and organize the industry requirements for serverless practitioners by conducting a qualitative analysis of 141 job advertisements from seven countries. We developed comprehensive taxonomies of roles, responsibilities, and skills, categorizing 19 responsibilities into four themes: software development, infrastructure and operations, professional development and leadership, and software business. Additionally, we identified 28 hard skills mapped into seven themes and 32 soft skills mapped into eight themes, with the six most demanded soft skills being communication proficiency, continuous learning and adaptability, collaborative teamwork, problem-solving and analytical skills, leadership excellence, and project management. Our findings contribute to understanding the organizational structures and training requirements for effective serverless computing adoption. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

关键词： Project management

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Cluster Based Classification of Question Independent C Codes 8th

Cluster Based Classification of Question Independent C Codes

引用

8th IFIP TC 12 international conference on Computer, Communication and Signal Processing, ICCCSP 2024

作者： Vijjapu, Aditya Meti, Aditya H. Rao, Aniruddh Balakrishnan, Roshni M. Pati, Peeta Basa Department of Computer Science and Engineering Amrita School of Computing Amrita Vishwa Vidyapeetham Bengaluru India

ISBN: (纸本)9783031736162

In the field of software development, ensuring the accuracy and quality of code remains a paramount concern. The task of precisely classifying code as correct or incorrect poses inherent challenges. This research introduces a groundbreaking approach that uses clusters constructed from code embeddings generated by CodeBERT to effectively classify code into distinct clusters representing correctness or incorrectness. The model’s ability to grasp intricacies in code semantics and structure leads to a significant reduction in debugging efforts. Consequently, this approach contributes to an overall increase in the reliability and robustness of software systems. CATBOOST algorithm consistently demonstrated high performance with an accuracy of 84% during the experimentation. © IFIP international Federation for Information Processing 2025.

关键词： software reliability

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