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

共 65256 条记录，以下是241-250 订阅

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Serverless Workflow Management on the computing Continuum: A Mini-Survey 15

Serverless Workflow Management on the Computing Continuum: A...

引用

15th ACM/SPEC international conference on Performance engineering (ICPE)

作者： Farahani, Reza Loh, Frank Roman, Dumitru Prodan, Radu Alpen Adria Univ Klagenfurt Klagenfurt Austria Univ Wurzburg Wurzburg Germany Sintef Oslo Norway

ISBN: (纸本)9798400704451

The growing desire among application providers for a cost model based on pay-per-use, combined with the need for a seamlessly integrated platform to manage the complex workflows of their applications, has spurred the emergence of a promising computing paradigm known as serverless computing. Although serverless computing was initially considered for cloud environments, it has recently been extended to other layers of the computing continuum, i.e., edge and fog. This extension emphasizes that the proximity of computational resources to data sources can further reduce costs and improve performance and energy efficiency. However, orchestrating the computing continuum in complex applicationworkflows, including a set of serverless functions, introduces new challenges. This paper investigates the opportunities and challenges introduced by serverless computing for workflow management systems (WMS) on the computing continuum. In addition, the paper provides a taxonomy of state-of-the-art WMSs and reviews their capabilities.

关键词： Workflow WorkflowManagement Systems (WMS) Serverless computing Function-as-a-Service (FaaS) Edge-Cloud Continuum Function Scheduling Service Orchestration Sustainability

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Towards Quantum Circuit Emulation on Low -Tier FPGAs 5

Towards Quantum Circuit Emulation on Low -Tier FPGAs

引用

2024 international conference on Quantum computing and engineering

作者： Conti, Christian Volpe, Deborah Cirillo, Giovanni Amedeo GrazianoT, Mariagrazia Zamboni, Maurizio Turvani, Giovanna Politecnico Torino Italy Dept Elctron & Telecommun Turin Italy Politecnico Torino Italy Dept Appl Sci & Technol Turin Italy

ISBN: (纸本)9798331541378

Researchers and industries are increasingly drawn to quantum computing for its computational potential. However, validating new quantum algorithms is challenging due to current quantum device limitations. software simulators are time and memory -intensive, making hardware emulators an attractive alternative. This article introduces a digital architecture, designed to emulate quantum computing on low -tier Field -Programmable Gate Arrays (FPGAs), supporting Clifford+T and rotational gate sets. It simplifies and accelerates quantum algorithm verification using a RISC -like structure and efficiently handling sparse quantum gates. A dedicated compiler translates OpenQASM 2.0 into RISC -like instructions. The architecture is validated against the Qiskit state vector simulator, successfully emulating sixteen qubits on a Xilinx Kria KV260 SoM.

关键词： Quantum computing Emulation Field Programmable Gate Array Quantum Algorithm Verification Quantum computing Simulation

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software Defect Prediction by Logistic Regression with Gradient Descent Cost Computation 6

Software Defect Prediction by Logistic Regression with Gradi...

引用

6th IEEE international conference on Emerging Smart computing and Informatics, ESCI 2024

作者： Suryawanshi, Ranjeetsingh Kadam, Amol Bharati Vidyapeeth Deemed to Be University College of Engineering Department of Computer Engineering Maharashtra Pune India

ISBN: (纸本)9798350306613

Ever since software development, bug free software is major challenge to all software industry. Both software developers and testers require ongoing enhancements to their development and testing processes to deliver high-quality software. Early detection and assessment of software project failure can aid in improving project outcomes and guiding them towards success. During the software development process, several risks could have an impact on the project and perhaps cause it to fail. Making a distinction between classes with and without defects from continuous defect counts is common procedure, when developing defect prediction model and apply it as a class attribute. Regression models could be used to create defect classifiers by categorizing the projected defect counts into classes that are defective and non-defective. In this study we developed model for bug prediction by computing Gradient Descent and cost value for Logistic regression. We have performed our experiment on CM1 defect dataset and result shows that logistic regression gives good accuracy for defect prediction when used with Gradient Descent and cost function. We therefore recommend that regression-based classifiers should be used for further defect classification research, especially in cases when the modelled dataset's defective ratio is miserable. © 2024 IEEE.

关键词： Gradient Descent Logistic regression software cost software defect prediction software quality

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Enhancing Traffic Load Forecasting in 5G Networks: A Statistical and Temporal Feature engineering Approach 20

Enhancing Traffic Load Forecasting in 5G Networks: A Statist...

引用

20th IEEE international Wireless Communications and Mobile computing (IEEE IWCMC) - Green and Intelligent Communications

作者： Bali, Ahmed Cheriet, Mohamed Gherbi, Abdelouahed Ecole Technol Super Syst Engn Dept Montreal PQ H3C 1K3 Canada Ecole Technol Super Dept Software & IT Engn Montreal PQ H3C 1K3 Canada

ISBN: (纸本)9798350361261;9798350361278

The rapid advancement of 5G technology has significantly increased energy consumption, underscoring the need for advanced energy management solutions. Proactive energy management, which relies on accurate predictions of network load to enable timely adaptive actions, emerges as a key strategy in addressing this challenge. In this study, we introduce a refined approach to forecasting traffic load in 5G networks, emphasizing the integration of statistical and temporal feature engineering. This methodology is aimed at capturing the intricate spatial and temporal patterns inherent in network data, thereby enhancing prediction accuracy. Leveraging an existing dataset comprising measurements from 1,000 base stations, we enriched this dataset with a set of derived features that reflect both temporal dynamics and load characteristics. Utilizing this enriched dataset, we trained and validated a suite of predictive models. Our findings reveal a notable improvement in the accuracy of traffic load predictions, outperforming standard baseline models. This underscores the effectiveness of our feature engineering approach in refining the predictive capabilities of models, paving the way for more efficient and proactive energy management in 5G networks.

关键词： 5G Networks Energy Consumption Traffic Load Prediction Feature engineering Statistical Analysis Machine Learning

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Proceedings - 2023 IEEE/ACM international conference on software engineering: Future of software engineering, ICSE-FoSE 2023

Proceedings - 2023 IEEE/ACM International Conference on Soft...

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2023 IEEE/ACM international conference on software engineering: Future of software engineering, ICSE-FoSE 2023

ISBN: (纸本)9798350324969

The proceedings contain 5 papers. The topics discussed include: software testing of generative ai systems: challenges and opportunities;future of software engineering@ICSE 2023;large language models for software engineering: survey and open problems;software engineering for data intensive scalable computing and heterogeneous computing;and technical debt management: the road ahead for successful software delivery.

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Distributing Quantum Computation Across Multiple NISQ Computers 5

Distributing Quantum Computation Across Multiple NISQ Comput...

引用

2024 international conference on Quantum computing and engineering

作者： Bisicchia, Giuseppe Clemente, Giuseppe Garcia-Alonso, Jose Murillo, Juan M. D'Elia, Massimo Brogi, Antonio Univ Pisa Pisa Italy INFN Pisa Italy Univ Extremadura Caceres Spain

ISBN: (纸本)9798331541378

The current quantum landscape is characterised by a wide variety of quantum computers, each with unique capabilities and limitations. Despite its rapid advancement, this field is still in its early stages and lacks essential software engineering principles such as resilience and customisability by design. To provide developers with a quantum technology stack that embeds these principles by design, we propose leveraging the heterogeneity of existing quantum computers. Specifically, we introduce a novel distribution methodology, termed shot-wise, to distribute the quantum computation workload of a single circuit execution (i.e., its shots) across multiple quantum computers. This shot-wise methodology is highly customisable, allowing for the embedding of user-specific and scenario-specific requirements into the distribution process. Requirements can be expressed through constraints, such as the geographical location of the QPUs, and their architecture, or ensuring or avoiding specific combinations of QPUs and quantum providers. Additionally, requirements can be defined by one or more objective functions to be minimised or maximised, such as reducing waiting time, computation cost, or energy footprint. By also combining constraints and objective functions, our shot-wise methodology enhances flexibility and improves the overall resilience of quantum computations against potential quantum computer failures. Preliminary results indicate that this approach offers error rates comparable to, or lower than, those of single-device execution even in all the tested scenarios with different numbers of qubits, families of circuits and number of QPUs to distribute the shots.

关键词： Quantum software engineering Quantum Cloud computing Distributed Quantum computing Shot-Wise

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TeTPCM: building endogenous trusted computing on trusted execution environment

TeTPCM: building endogenous trusted computing on trusted exe...

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2024 international conference on Computer Network Security and software engineering, CNSSE 2024

作者： Li, Jiajian Huang, Chenlin Luo, Jun Kong, Jinzhu Ji, Yiwen Liu, Yongpeng Sun, Kaikai Deng, Shuyang College of Computer National University of Defense Technology Changsha China KylinSoft Tianjin China Phytium Tianjin China Advanced Research Institute Tianjin China

ISBN: (纸本)9781510680234

Traditional Trusted computing is mainly implemented in the form of boards, chips, etc., and the requirements of hardware modification have greatly limited the widely use of trusted computing. To cope with the dilemma, the idea of designing "Trusted computing on Chips" becomes a trend with the development of the build-in security module in CPUs. The main challenge lies on how to make full use of processor security features and design a dual-computing security system that meets the requirements of Trusted computing 3.0. At present, the built-in secure and cryptographic units on processors, such as Phytium and Loongson, and the supported Trust Execution Environment have already provided the foundation for endogenous trusted computing. In this paper, we propose TeTPCM: a TEE Based Endogenous Trusted Platform Control Module (TPCM), which builds an endogenous trusted computing architecture by the collaboration of the TEE and the SoC on phytium processor. Experimental analysis shows that compared with the general-purpose trusted computing chip, endogenous trusted TPCM does not need additional hardware, and is characterized by strong capability, high performance, good scalability, and has better application prospects. © 2024 SPIE.

关键词： Trusted computing

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Component-Based Message Passing for Java: Developments, Achievements, and Impact

Component-Based Message Passing for Java: Developments, Achi...

引用

1st IEEE international conference on software Services engineering (IEEE SSE)

作者： Getov, Vladimir Univ Westminster Distributed & Intelligent Syst Res Grp Sch Comp Sci & Engn London England

ISBN: (纸本)9798350340754

The pioneering research on message passing for Java (MPJ) which started after 1995 provided a crucially important framework and programming environment for parallel and distributed computing with Java. This framework resulted in an industry standard specification and a novel MPJ-based hierarchical development methodology for a new generation of large-scale distributed systems. The invention of a novel component-based model and methodology for rapid distributed software development and execution based on the MPJ work and achievements are the core contributions presented in this paper. Based on the high-performance Java component-based model, concepts and research results, grid, cloud, and extreme-scale computing represent a fundamental shift in the delivery of information technology services that has permanently changed the computing landscape.

关键词： message passing for Java software components cloud and grid computing economic and social impact

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computing power dispatching method of power grid cloud platform based on distributed computing 7

Computing power dispatching method of power grid cloud platf...

引用

7th international conference on Advanced Electronic Materials, Computers, and software engineering, AEMCSE 2024

作者： Qu, Ruiting Wang, Fei Qiao, Lin Chen, Shuo Yang, Zhuangguan Yu, Yuanqi State Grid Liaoning Information and Communication Company 18 Ningbo Road Shenyang110000 China

ISBN: (纸本)9781510681866

To realize the effectiveness and real-time of computing power scheduling of power grid cloud platform, this paper proposes a load forecasting and computing power scheduling method of power grid cloud platform based on distributed computing. The short-term and ultra-short-term computing power of each virtual resource pool load task is predicted. Based on the decomposition-ensemble model, LSTM (long short-term memory) model and XGBoost model are used to predict the computing power. The cloud platform center server groups each virtual resource pool according to the prediction curve, and only the virtual resource pool in the same group can carry out resource scheduling and information transmission. The scheduling method is verified by experiments, and the test results are good. © 2024 SPIE.

关键词： Cloud platforms

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GameTE: A Game-Theoretic Distributed Traffic engineering in Trustless Multi-Domain SDN 44

GameTE: A Game-Theoretic Distributed Traffic Engineering in ...

引用

44th IEEE international conference on Distributed computing Systems (ICDCS)

作者： Liu, Yangyang Hua, Jingyu Zhang, Yuan Zhong, Sheng Nanjing Univ State Key Lab Novel Software Technol Nanjing 210023 Peoples R China

ISBN: (纸本)9798350386066;9798350386059

With growing network service demands, rational and efficient multi-domain resource allocation is paramount. Research aims to develop intelligent Traffic engineering (TE) algorithms that can dynamically allocate resources, adapt to changing conditions, and meet user needs. TE algorithms based on software-Defined Networking (SDN) have proven effective for this goal by leveraging the centralized control plane and programmable data plane of SDN. This enables flexible and dynamic optimization of routing and resource allocation across multiple domains to meet traffic demands. However, domains operated by different service providers may exhibit non-cooperative behavior due to conflicts of interest and competition. Some domains may act selfishly by hiding bandwidth or exaggerating inter-domain requests to reserve more resources for themselves. This complicates TE design as algorithms can no longer assume universal cooperation in multi-domain networks. Game theory provides a framework to model competition between domains through behaviors like request forwarding, dropping and study cooperation strategies. This paper presents GameTE, a game-theoretic distributed TE algorithm for multi-domain SDN environments without trusted relationships between domains. By incorporating incentives and punishments, our algorithm suppresses selfish behaviors and promotes efficient resource utilization. Evaluation results demonstrate that GameTE is effective in curbing deception, enhancing resource sharing between domains, and improving overall network performance compared to baseline schemes.

关键词： SDN game theory distributed algorithm traffic engineering trust

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