Indonesian Journal of Computer Science最新文献_第5页

Distributed Graph Processing in Cloud Computing: A Review of Large-Scale Graph Analytics 云计算中的分布式图形处理：大规模图形分析综述

Indonesian Journal of Computer Science Pub Date : 2024-04-01 DOI: 10.33022/ijcs.v13i2.3810

Diler Atrushi, Subhi R. M. Zeebaree

{"title":"Distributed Graph Processing in Cloud Computing: A Review of Large-Scale Graph Analytics","authors":"Diler Atrushi, Subhi R. M. Zeebaree","doi":"10.33022/ijcs.v13i2.3810","DOIUrl":"https://doi.org/10.33022/ijcs.v13i2.3810","url":null,"abstract":"The rapid growth of graph data in various domains has propelled the need for efficient distributed graph processing techniques in cloud computing environments. This paper presents a comprehensive review of distributed graph processing for graph analytics of massive size in the context of cloud computing. The paper begins by highlighting the challenges associated with distributed graph processing, including load balancing, communication overhead, scalability, and partitioning strategies. It provides an overview of existing frameworks and tools specifically designed for distributed graph processing in cloud environments. Furthermore, the review encompasses various techniques and algorithms employed in distributed graph processing. The paper also reviews recent research advancements in optimizing distributed graph processing in cloud computing. To provide practical insights, the paper presents a comparative analysis of representative large-scale graph analytics applications implemented on different cloud computing platforms. Performance, scalability, and efficiency metrics are evaluated under varying workload sizes and graph characteristics. Overall, this comprehensive review paper serves as a highly prized asset for researchers and large-scale graph analytics professionals who are practitioners in the field. It provides a holistic understanding of the state-of-the-art distributed graph processing techniques in cloud computing and guides future research efforts towards more efficient and scalable graph processing in cloud environments.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"191 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140776099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Prototype Sistem Monitoring Lampu Penerangan Jalan Umum Menggunakan Zigbee dan Esp32 使用 Zigbee 和 Esp32 的公共街道照明监控系统原型

Indonesian Journal of Computer Science Pub Date : 2024-03-03 DOI: 10.33022/ijcs.v13i1.3598

Wahid Miftahul Ashari, Jeki Kuswanto, Firman Asharudin, Andriyan Dwi Putra, Muhammad Tofa Nurcholis

引用次数: 0

Implementation of Lean Warehouse to Improve the Performance of Warehouse Activities at PT. ABC 在 PT.ABC 公司

Indonesian Journal of Computer Science Pub Date : 2024-03-01 DOI: 10.33022/ijcs.v13i1.3785

Mohammad Nachrul Ilmi, Endang Pudji W, Yekti Condro Winursito

引用次数: 0

High-Level Defence Model against Routing Attacks on the Internet-of-Things 针对物联网路由攻击的高级防御模型

Indonesian Journal of Computer Science Pub Date : 2024-03-01 DOI: 10.33022/ijcs.v13i1.3744

L. Sejaphala, Vusi Malele, Francis Lugayizi

引用次数: 0

Evaluations of Large Language Models a Bibliometric analysis 大型语言模型的评估文献计量分析

Indonesian Journal of Computer Science Pub Date : 2024-03-01 DOI: 10.33022/ijcs.v13i1.3767

Sello Prince Sekwatlakwatla, Vusumuzi Malele

{"title":"Evaluations of Large Language Models a Bibliometric analysis","authors":"Sello Prince Sekwatlakwatla, Vusumuzi Malele","doi":"10.33022/ijcs.v13i1.3767","DOIUrl":"https://doi.org/10.33022/ijcs.v13i1.3767","url":null,"abstract":"The development of artificial intelligence (AI) and the increased curiosity about how large language models (LLMs) may maximize an organization's opportunities and the ethical implications of LLMs, such as the ability to generate human-like text, give rise to concerns regarding disinformation and fake news. As a result, it is crucial to develop evaluation benchmarks that take into account the social and ethical implications involved. The great challenges of LLMs lack awareness of their own limitations, yet they persist in producing responses to the best of their capabilities. This often results in seemingly plausible but ultimately incorrect answers, posing challenges to the implementation of reliable generative AI in industry. This paper aims to delve into the evaluation metrics of machine-learning models' performance, specifically focusing on LLM. Therefore, bibliometric analysis utilized to explore and analyze various techniques and methods used in evaluating large language models. Additionally, it sheds light on the specific areas of focus when evaluating these models. The results show that natural language processing systems, classification of information, and computational linguistics are some of the techniques used to evaluate large language models. This work paves the way for future investigations employing extensive language models.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"26 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140272312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Literature Review on Access Control in Networking Employing Blockchain 采用区块链的网络访问控制文献综述

Indonesian Journal of Computer Science Pub Date : 2024-02-28 DOI: 10.33022/ijcs.v13i1.3764

Patikiri Arachchige Don Shehan Nilmantha Wijesekara

{"title":"A Literature Review on Access Control in Networking Employing Blockchain","authors":"Patikiri Arachchige Don Shehan Nilmantha Wijesekara","doi":"10.33022/ijcs.v13i1.3764","DOIUrl":"https://doi.org/10.33022/ijcs.v13i1.3764","url":null,"abstract":"Access Control (AC) in networking attempts to make sure that only authorized devices perform actions formed upon privileges defined for them with a view to prevent malicious users' entry and interaction in the communication grid. Blockchain solutions contain an arrangement of related blocks that naturally safeguards the trustworthiness, defending the incontestability, defend masked-identity of its transactions/transfers due to scattered consensus strategies and cryptographic solutions. Our survey comprehensively reviews BC-formed AC in broad scope of networking considering AC techniques while breaking down into 4 propositions and assessing them in terms of blockchain roles, AC technique and approach, network elements, and rest. We stockpiled a primary sample of 79 bibliographic references by weeding out them for screening criteria sought from scientific information reservoirs exploiting a qualitative and extensive strategy. Formed upon this survey, in blockchain-formed AC, blockchain can be exploited as an AC manager to administrate network devices and access information, implement automatic AC by means of smart contracts, secure storage of AC related data to reinforce overall AC security, and for safe data exchanging in the operation of AC. Minute assessment highlights that from blockchain-formed AC, 52.5% provide AC using blockchain itself or using smart contracts, 92.5% exploit sequential blockchain, 35% exploit PBFT consensus, provide 100% fine-grained and host-formed AC, 85% decentralized AC, 87.5% have single-factor authentication, 92.5% provide dynamic AC, and 45% have opted for IoT. Finally, we evaluate the chances and difficulties of the principle of blockchain-formed AC and then giving recommended actions to beat them. \u0000 ","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"33 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140418464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Identifying Key Factors Shaping New Users' Intentions in Mobile Investment Applications 识别影响移动投资应用新用户意向的关键因素

Indonesian Journal of Computer Science Pub Date : 2024-02-27 DOI: 10.33022/ijcs.v13i1.3756

Abdul Haris

{"title":"Identifying Key Factors Shaping New Users' Intentions in Mobile Investment Applications","authors":"Abdul Haris","doi":"10.33022/ijcs.v13i1.3756","DOIUrl":"https://doi.org/10.33022/ijcs.v13i1.3756","url":null,"abstract":"This paper seeks to examine the key factors predicting the behavioral intentions of mobile investment app users. By understanding these influencing factors, the ultimate goal is to encourage more people to adopt and accept these apps. Adopting an integrated approach, the research combines different UTAUT2 (Unified Theory of Acceptance and Use of Technology 2) constructs for hypothesis development and to evaluate the effects on users’ adoption and behavior use of such platforms. Through an online survey among 161 users of popular mobile investing applications in Indonesia and applying structural equation modeling for analysis with the SmartPLS statistical tool, this research contributes empirical evidence on factors that drive user behavior in the mobile investment domain. The final model provided a good basis for proving the hypotheses presented and the factors can account for 65.6% of the variability in mobile investment app behavior intention. The results show that Habit, Performance Expectancy, and Effort Expectancy are the key factors impacting individual behavioral intention to get mobile investment. These findings will assist researchers and professionals in understanding why individuals utilize mobile investment apps. More importantly, this study's recommendations will help utilize these aspects to enhance these apps’ benefits.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"79 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140426868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Analisis dan Pemodelan Proses Bisnis Pengajuan Jabatan Fungsional Dosen Pada Universitas Sriwijaya Sriwijaya 大学讲师职能职位提交的业务流程分析与建模

Indonesian Journal of Computer Science Pub Date : 2024-02-27 DOI: 10.33022/ijcs.v13i1.3771

Pacu Putra, Nabila Rizky Oktadini, Allsela Meiriza, Putri Eka Sevtiyuni

{"title":"Analisis dan Pemodelan Proses Bisnis Pengajuan Jabatan Fungsional Dosen Pada Universitas Sriwijaya","authors":"Pacu Putra, Nabila Rizky Oktadini, Allsela Meiriza, Putri Eka Sevtiyuni","doi":"10.33022/ijcs.v13i1.3771","DOIUrl":"https://doi.org/10.33022/ijcs.v13i1.3771","url":null,"abstract":"Dosen merupakan pendidik professional yang memiliki tanggung jawab untuk menyalurkan ilmu pengetahuan, teknologi, dan seni. Dalam menghargai hasil dari kegiatan dosen, Pemerintah memberikan penghargaan yaitu berupa jabatan fungsional dosen. Proses penilaian Angka Kredit Kenaikan Jabatan Akademik/Pangkat dosen merujuk kepada dokumen pedoman operasional yang diterbitkan oleh Direktorat Jenderal Sumber Daya Iptek dan Dikti Kementerian Riset, Teknologi, dan Pendidikan Tinggi Tahun 2019. Dalam pelaksanaan proses penilaian angka kredit kenaikan jabatan akademik/pangkat dosen tersebut. Rektor Universitas Sriwijaya mengeluarkan prosedur operasional standar (POS) dengan kode POS/UNSRI/SPMI-04/05-01. Berdasarkan studi pendahuluan yang dilakukan penulis, sejak tahun 2017, Universitas Sriwijaya belum melakukan evaluasi kaitan alur dan waktu terhadap prosedur operasional standar tersebut. Business Process Improvement (BPI) merupakan metodologi yang tersusun secara sistematis guna mengembangkan proses bisnis yang dapat membantu organisasi dalam menyederhaakan, serta merampingkan suatu proses didalam organisasi. Dengan menerapkan metodologi BPI, proses bisnis dalam pengajuan jabatan fungsional dosen di Universitas Sriwijaya diharapkan lebih efektif lagi.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"16 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140425848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Perancangan Aplikasi Rekapan Bukti Pembayaran Uang Sekolah Berbasis Mobile 基于手机的学校学费收款回执应用设计

Indonesian Journal of Computer Science Pub Date : 2024-02-27 DOI: 10.33022/ijcs.v13i1.3761

Fajar Arifandi, Mardainis, Hadi Asnal, Fransiskus Zoromi

{"title":"Perancangan Aplikasi Rekapan Bukti Pembayaran Uang Sekolah Berbasis Mobile","authors":"Fajar Arifandi, Mardainis, Hadi Asnal, Fransiskus Zoromi","doi":"10.33022/ijcs.v13i1.3761","DOIUrl":"https://doi.org/10.33022/ijcs.v13i1.3761","url":null,"abstract":"SMK Taruna Pekanbaru merupakan salah satu sekolah yang berada di kota Pekanbaru dengan jumlah siswa/i aktif sekitar 800 orang siswa yang bersekolah di SMK Taruna Pekanbaru. Pada saat ini untuk informasi pembayaran uang sekolah di SMK Taruna Pekanbaru masih dilakukan secara manual sehingga apabila siswa ingin melihat bukti pembayaran sekolah siswa bisa melihat melalui kwitansi dan buku pembayaran. Oleh karena itu, penulis tertarik untuk membahas sistem informasi pembayaran sekolah yang bertujuan memudahkan siswa maupun bagian keuangan salah satunya untuk mengakses informasi pada suatu layanan di sekolah, khususnya pada layanan informasi rekapan bukti pembayaran uang sekolah di SMK Taruna Pekanbaru. Perancangan aplikasi rekapan bukti pembayaran uang sekolah di SMK Taruna Pekanbaru ini merupakan solusi modern yang dirancang untuk mempermudah pengecekan rekapan bukti pembayaran uang sekolah bagi siswa. Metode yang digunakan pada perancangan UI UX Design pada aplikasi rekapan bukti pembayaran uang sekolah di SMK Taruna Pekanbaru menggunakan metode Lean UX dan melakukan testing design menggunakan metode UEQ. Hasil akhir dari perancangan design tersebut akan dirancang kedalam sebuah aplikasi mobile dengan menggunakan bahasa pemograman kotlin. Hal ini dapat disimpulkan bahwa hasil akhir berupa aplikasi informasi pembayaran uang sekolah di SMK Taruna Pekanbaru berbasis mobile, dengan sistem ini siswa dan guru dapat mengetahui informasi pembayaran dan rekapan pembayaran yang mudah dilakukan untuk pengecekan uang sekolah yang sudah di bayar maupun yang belum di bayar, dengan adanya aplikasi ini dapat memudahkan proses administrasi sekolah.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"72 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140426970","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Implementation of Octalysis-Based Gamification Method Cross-Platform For Design of Time Management Application 跨平台实施基于 Octalysis 的游戏化方法以设计时间管理应用程序

Indonesian Journal of Computer Science Pub Date : 2024-02-27 DOI: 10.33022/ijcs.v13i1.3568

Kurnia Christopher, Fenina Adline Twince Tobing

引用次数: 0