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Implementation of a Blockchain Based Attendance Tracking System

Implementation of a Blockchain Based Attendance Tracking Sys...

引用

2023 international conference on computer Communication and Informatics, ICCCI 2023

作者： Geetha, S.K. Kanakaprabha, S. Devipriya, A. Brindha, D. Vetrimani, E. Department of Computer Science and Engineering Coimbatore India Rathinam Technical Campus Department of Computer Science and Engineering Coimbatore India SRM Institute of Science and Technology Department of Computing Technologies Chengalpattu Kattankulathur India Karunya Institute of Technology and Sciences Dept of Computer Science and Engineering Coimbatore India Presidency University Bangalore India

ISBN: (纸本)9798350348217

Student's attendance is important factor all the time in educational institution because a single absent is big difference in performance and disciplinary related activities. Making attendance with high accuracy is important factor even though there are various ways to mark student's attendance in modern era. Face recognition-based attendance tracking system is a popular way nowadays introduced in colleges and schools. There are two problems associated with the automated attendance management system is it requires an administrator to monitor the attendance of students. Generally, it's very difficult to handle with large number of students. Another problem with the system is record need to be maintained from forgery. Blockchain technology is decentralized management useful for protect sensitive data. The goal of the proposed work is to provide a web-based application with a notification system that allows mentors to keep track of their mentees' attendance while sitting in their place. The work is divided into two parts: first, automatic face detection and analysis using the CNN model;and second, notification systems and the production of logs to consider. The generated log is maintained in block chain network. © 2023 IEEE.

关键词： Blockchain

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Parallel Multi-objective Multi-type Robot Disassembly Line Balancing Problems

Parallel Multi-objective Multi-type Robot Disassembly Line B...

引用

2023 international conference on Cyber-Physical Social Intelligence, ICCSI 2023

作者： Zhang, Zhiwei Guo, XiWang Wang, Jiacun Qin, Shujin Qi, Liang Tang, Ying Information and Control Liaoning Petrochemical University Fushun China Information and Control Liaoning Petrochemical University Monmouth University United States Monmouth University West Long Branch Computer Science and Software Engineering United States Economics and Management Shangqiu Normal University Shangqiu China Shandong University of Science and Technology Computer Science and Technology Qingdao China Roman University Electrical and Computer Engineering Glassboro United States

ISBN: (纸本)9798350312492

Remanufacturing of waste products cannot be separated from disassembly. Reasonable disassembly sequence can realize balanced production of disassembly line, increase work efficiency during remanufacturing, reduce capital investment, reduce pollutant emission, improve safety level and increase parts utilization rate. In previous studies, few have considered the balance between profit and the environment. To tackle this problem, the paper proposes an enhanced parallel layout disassembly line model and utilizes an improved multi-objective multi-verse optimization approach to obtain superior solutions. The accuracy of the model and the effectiveness of the proposed algorithm are validated by comparing the results with those obtained using other algorithms. © 2023 IEEE.

关键词： Multiobjective optimization

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A distributed transaction performance optimization method 5

A distributed transaction performance optimization method

引用

5th international conference on Electronics and Communication, Network and computer technology, ECNCT 2023

作者： Wang, Yunhui Yang, Lei Southwest University of Science and Technology School of Computer Science and Technology Mianyang China

ISBN: (纸本)9798350328660

With the wide application of distributed systems, complex transaction processing involving multiple nodes has become an important challenge. The difficulty lies in how to ensure the data consistency of each node and how to reduce the system delay to increase the transaction throughput. In order to solve the distributed transaction problem, the 2PC(two-phase commit) solution has been proposed by predecessors, but this solution brings some problems such as resource blocking, which has a great impact on the performance of distributed system. This paper proposes an asynchronous transaction processing scheme on the basis of 2PC protocol and BASE theory. It has been verified and evaluated that although 2PC scheme still performs well in solving distributed transaction problems, compared with 2PC scheme, the proposed scheme in this paper has slightly larger transaction throughput and less resource consumption, and the effectiveness of the solution has been verified in experiments. © 2023 IEEE.

关键词： asynchronous BASE theory distributed systems transaction throughput two-phase commit

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Zero-Shot Sentiment Analysis Exploring BART Models 8

Zero-Shot Sentiment Analysis Exploring BART Models

引用

8th IEEE/ACIS international conference on Big Data, Cloud Computing, and Data science, BCD 2023

作者： Kyritsis, Konstantinos Perikos, Isidoros Paraskevas, Michael University of Peloponnese Computer Technology Institute and Press "diophantus" Electrical and Computer Engineering Dept. Patras Greece University of Patras Computer Engineering and Informatics Department Patras Greece

ISBN: (纸本)9798350373615

The BART model is an advanced adaptation of transformers introduced by Facebook. It has incorporated elements from both BERT and GPT transformers, enabling significant advancements in language understanding and general speech processing. Utilizing both encoder and decoder components, BART proves versatile for various tasks, including translation, text completion, automatic sentence generation, entity recognition, sentiment analysis, and more. In this study, we focus on the study of pretrained models, BART and a modified version called distilbart, in the context of Zero-Shot Text Classification. In the experimental study we dive into the Zero-Shot technique applied to various pretrained Transformers. Our analysis demonstrates that, depending on the Model we utilize, we can achieve F1 scores of up to 88%, showcasing the model's effectiveness in discerning classes for this Sentiment Analysis problem using the Zero-Shot Text Classification technique. © 2023 IEEE.

关键词： Sentiment analysis

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Semantic Communication for Image Transmission in Intra-Datacenter Optical Interconnects 21

Semantic Communication for Image Transmission in Intra-Datac...

引用

21st international conference on Optical Communications and Networks, ICOCN 2023

作者： Chen, Wenbin Li, Jin Fu, Meixia Zhou, Pengsheng Li, Songyan Zhang, Chunyu Zhang, Min Wang, Danshi State Key Laboratory of Information Photonics and Optical Communications Beijing100876 China Institute of Industrial Internet University of Science and Technology Beijing School of Automation and Electrical Engineering Beijing100083 China

A semantic communication system is proposed for massive high-definition image transmission in optical intra-connection links within the datacenter. Contrastive analysis shows that the proposed model can improve transm... 详细信息

ISBN: (纸本)9798350343502

关键词： Semantics

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Command Filtered Fixed-Time Control for Nonlinear Multi-Agent Systems with Actuator and Sensor Faults 13

Command Filtered Fixed-Time Control for Nonlinear Multi-Agen...

引用

13th IEEE international conference on CYBER technology in automation, Control, and Intelligent Systems, CYBER 2023

作者： Dong, Guowei Chen, Ziyang College of Science Liaoning University of Technology Jinzhou121001 China

ISBN: (纸本)9798350315196

In this article, the command filtered fixed-time fault-tolerant control scheme based on fuzzy logic systems for nonlinear non-strict feedback multi-agent systems is studied. The considered MASs have unknown nonlinear functions, actuator and sensor faults. Firstly, the sensor faults and unknown nonlinear functions are solved by using fuzzy logic systems. Then, based on the properties of the Nussbaum function, the problems of actuator faults and unknown control directions are addressed. In the design process, combining with command filtered and backstepping methods, an adaptive fuzzy fixed-time fault-tolerant controller is designed, which avoids the problems of 'singularity' and 'explosion of complexity'. Based on Lyapunov stability theory, it is proved that the controller can make all signals in the closed-loop system synchronized within fixed time. Finally, a numerical simulation is presented to certify the effectiveness of the proposed control algorithm. © 2023 IEEE.

关键词： Multi agent systems

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GPT4AIGChip: Towards Next-Generation AI Accelerator Design automation via Large Language Models 42

GPT4AIGChip: Towards Next-Generation AI Accelerator Design A...

引用

42nd IEEE/ACM international conference on computer-Aided Design (ICCAD)

作者： Fu, Yonggan Zhang, Yongan Yu, Zhongzhi Li, Sixu Ye, Zhifan Li, Chaojian Wan, Cheng Lin, Yingyan (Celine) Georgia Inst Technol Sch Comp Sci Atlanta GA 30332 USA

ISBN: (纸本)9798350322255

The remarkable capabilities and intricate nature of Artificial Intelligence (AI) have dramatically escalated the imperative for specialized AI accelerators. Nonetheless, designing these accelerators for various AI workloads remains both labor- and time-intensive. While existing design exploration and automation tools can partially alleviate the need for extensive human involvement, they still demand substantial hardware expertise, posing a barrier to non-experts and stifling AI accelerator development. Motivated by the astonishing potential of large language models (LLMs) for generating high-quality content in response to human language instructions, we embark on this work to examine the possibility of harnessing LLMs to automate AI accelerator design. Through this endeavor, we develop GPT4AIGChip, a framework intended to democratize AI accelerator design by leveraging human natural languages instead of domain-specific languages. Specifically, we first perform an in-depth investigation into LLMs' limitations and capabilities for AI accelerator design, thus aiding our understanding of our current position and garnering insights into LLM-powered automated AI accelerator design. Furthermore, drawing inspiration from the above insights, we develop a framework called GPT4AIGChip, which features an automated demo-augmented prompt-generation pipeline utilizing in-context learning to guide LLMs towards creating high-quality AI accelerator design. To our knowledge, this work is the first to demonstrate an effective pipeline for LLM-powered automated AI accelerator generation. Accordingly, we anticipate that our insights and framework can serve as a catalyst for innovations in next-generation LLM-powered design automation tools.

关键词： AI Accelerators Design automation Large Language Models

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A Trustworthy Product Rating System Based on the Blockchain with E-Commerce Business Model

A Trustworthy Product Rating System Based on the Blockchain ...

引用

2023 international conference on Evolutionary Algorithms and Soft Computing Techniques, EASCT 2023

作者： Kranthi, Alapati Smitha Ranjith Kumar, Gotte Tejasri, Nimmagari Raviprakash Siddhanti, Prateeksha Koneru Lakshmaiah Education Foundation Department of Computer Science and Engineering Vaadeswaram India Sr University School of Computer Science & Artificial Intelligence Warangal India Malla Reddy Engineering College for Women Dhulapally It Department Hyderabad India Kalpataru Institute of Technology Department of Computer Science and Engineering Tiptur India Nitte Meenakshi Institute of Technology Yelahanka Department of Ai and Ml Bengaluru India

ISBN: (纸本)9798350313413

This article covers the difficulties that customers and retailers encounter while searching for and getting real items at reasonable costs in the internet marketplace. While the development of e-commerce has made it simpler than ever for people to purchase from the comfort of their own homes, it has also resulted in an explosion of phoney reviews and rating manipulation, causing shoppers to lose trust in both the reviews they read and the rating systems themselves. This article offers a method based on blockchain technology to provide e-commerce enterprises with a trustworthy and transparent product rating system. The recommended method for evaluating things in the paper is based on blockchain technology, which the study believes provides e-commerce enterprises with a trustworthy and transparent rating system. According to the outcome analysis, 90% of users thought the blockchain-based grading system was easier to use and more straightforward than prior ones. © 2023 IEEE.

关键词： Blockchain technology Decentralization E-commerce Legitimate products Market disruptions Product Grade System Product quality Smart contract

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Research on Game Analysis and Prediction Based on ARIMA Time Series Model 3

Research on Game Analysis and Prediction Based on ARIMA Time...

引用

2023 IEEE 3rd international conference on Data science and computer Application, ICDSCA 2023

作者： Pi, Tuo Liu, Chong Wu, Yuchen Li, Shiyuan Hu, Huiying Dalian Polytechnic University School of Mechanical Engineering and Automation Dalian China Hubei University of Art and Science Food Science Technology College•Chemical Engineering College Xiangyang China

ISBN: (纸本)9798350341546

With the improvement of people's living quality and technology level, video games have become the product and trend which formed by the gradual evolution of people's entertainment forms. The New York Time currently offers a popular puzzle called Wordle everyday, where each player gets 6 chances to guess a 5-letter word[1]. A scatter plot has been drawn about the number of reported results varies over time according to the data file, fitting the curve. Therefore this passage finds that the number of reported results had risen sharply over time first in a short time, then it declines slowly over time. Its influence has been declined. Then the ARIMA time series model[2] is used to predict the interval for the number of reported results on March 1, 2023, that is, [10409, 10446]. At the same time, the word attribute is defined, which includes the frequency of word in books, the repetition of letters in a word and the part of speech. For the frequency of word, the data from Goole Books Ngram Viewer[3] has been found, standardized method is considering the number of occurrences per million words as frequency of word. The passage establishes the Pearson model[4] to analyse the correlation between attributes of words and the percentage of scores reported that were played in Hard Mode. The three attributes of the word do affect the percentage of scores reported that were played in Hard Mode and the the frequency of word has the greatest influence. Then, The TOPSIS model[5] was used to classify the words according to their difficulty, which is divided three types:hard, moderate difficulty, easy. Categorize each word by giving it an overall score. The wore'EERIE'belongs to the hard, which conform the result studied before. Hence the accuracy of the model is high. The above can help game developers or decision makers make more accurate decisions, thus increasing the popularity of the game. © 2023 IEEE.

关键词： ARMIMA Pearson TOPSIS

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Economic Evaluation Method for Cooperative Optimal Dispatching of Clustering Energy Storage and Wind-Driven and Coal-Fired Generator

Economic Evaluation Method for Cooperative Optimal Dispatchi...

引用

2023 international conference on Power System technology, PowerCon 2023

作者： Xiang, Liling Wu, Guobing Zhu, Yu Liu, Yang Wu, Jiekang Lei, Zhen Guangdong Power Grid Co. Ltd Dispatching Control Center Guangzhou China School of Automation Guangdong University of Technology Guangzhou China

ISBN: (纸本)9798350300222

Economic evaluation method for cooperative optimal dispatching of clustering energy storage(CESs) and CFGs generators(WDGs) and CFGs(CFGs) is presented in this paper. In order to effectively quantify the role and value of the CESs, an evaluation method for the business model of a power system with collaboration and interaction of WDGs, CFGs and energy storage(ES) is proposed. Considering the factors such as the life cycle cost of the CESs, the coal consumption of CFGs, and the wind abandonment of WDGs, the objective function is established to minimize the operative cost of the CESs for participating in peak shaving and valley filling of power system. From the perspective of power grid, WDGs, CFGs and CES, the corresponding constraints are established respectively, and the operation curve of CESs is solved through CPLEX solver. © 2023 IEEE.

关键词： Electric load dispatching

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