Load balancing is a technique used in a network environment to distribute traffic evenly and efficiently among multiple servers. Nginx is a popular web server and reverse proxy for implementing load balancing. Docker, on the other hand, is a platform that allows developers to package, distribute, and run applications in containers. This study aims to implement load balancing using the Nginx web…
The development of science and technology provides guidance to change the manual tuition payment system to become a website-based payment. TK Islam Asmaul Husna Tanjung Enim manages tuition payments manually by recording tuition payments data using a book which caused errors in recording and calculating tuition payments. Therefore, the author aims to build a tuition payment application for TK I…
Advances in Information Technology are very fast in line with the increasing demands of the Times that are always needed in everyday life. The system used at this time is not optimal because it still uses a manual that is written in books and Microsoft Excel. This results in a high risk of drug data loss. Therefore, the main purpose of this application is to produce reports on drug supplies by …
Salah satu hal yang dapat menunjang kualitas pelayanan dalam suatu restoan adalah proses pemesanan (order). Proses pemesanan yang banyak digunakan oleh restoran adalah sistem order secara manual. Studio 12 yang berlokasi di Kota Palembang masih menggunakan cara pengerjaan manual dalam pelayanannya, sehingga restoran ini menggunakan sistem order secara manual untuk proses pemesanan makanan dan m…
In developing applications, a good database is needed to store data from an application. Data availability and security must be guaranteed by the database developer. Users also need to know what their data is used for by the application. Blockchain provides all the previous features, starting from decentralized, which means the application runs user-to-user, which means that ongoing activities …
DDoS assaults pose a serious threat to enterprises, inflicting damage and disruption, thus improving the speed and accuracy of DDoS detection and mitigation is critical. The combination of Network Behavior Analysis (NBA) with the algorithms K-Nearest Neighbor (KNN) and Naive Bayes (NB) was evaluated to detect DDoS attacks (Distributed Denial of Service). Using the CICDDoS2019 dataset, KNN was f…
Skripsi ini membahas penerapan knowledge management system dengan konsep gamification sebagai sarana untuk membantu Mentor dan Mentee dalam kegiatan internship Merdeka Belajar Kampus Merdeka (MBKM) yang diselenggarakan oleh Kemendikbudristek RI di PT. Hashmicro Solusi Indonesia. Penelitian ini melibatkan 5 Mentee dan 1 Mentor sebagai pengguna sistem selama program internship berlangsung. Dalam …
The aim of this study is to classify cervicalpre cancer images using Convolutional Neural Network (CNN) method. The dataset of cervical precancer images was evaluated using various CNN models that implemented data augmentation of the second type. The research findings indicate that the CervicoNet model with 200 epochs, a learning rate of 10-3, and a batch size of 32 achieved the best accuracy o…
Android is the most popular mobile software platform across the globe. The worldwide app downloads reached 352.9 billion in 2021. However, it still faces serious security threats due to its open-source nature. Android is susceptible to various malware variants that are packaged within APK (Android Package Kit) files and have permissions for SMS (Short Message Service). SMS is a technology used …
This study presents and analyzes deep learning techniques to classify abnormalities in fetal heart images. This research compares four convolutional neural network (CNN) architectures to choose the best architecture with satisfactory results, and performs visualization using the Saliency Map method to provide insight regarding the part of the image that plays a role in the classification proces…
The development of information technology which grow rapidly nowadays, allows their user to do work more effective and efficient. in carry out its water sampling report activity, PERUMDA Tirta Musi still using multiple steps which requires employee to record every sampling activity by the report paper, then admin need to input the report paper into excel and database. therefore, this study aims…
ABSTRAK ANALISIS TRADING HARGA EMAS DIGITAL MENGGUNAKAN METODE BUY OPEN MARKET (BOM) Henny Pratiwi (09011281520129) Program Sistem Komputer, Fakultas Ilmu Komputer, Universitas Sriwijaya Email : hpratiwiyunus@gmail.com Perdagangan yang dilakukan secara online menggunakan ilmu teknologi mengenai harga emas digital atau dikenal dengan trading gold online merupakan transaksi jual-beli harga emas d…
SQL Injection is a hacking attack that is carried out by abusing the security gaps in the SQL layer on a data-based application, Sql Injections is a serious threat to the security of a website. The data set used in this study is CIC-IDS2018 from the Canadian Institute of Cybersecurity. This study discussed the application of the Random forest classifier on the Naive Bayes method to recognize pa…
This research was developed for the purpose of making it easier to apply fertilizer without touching plants with human hands. This research utilizes a technology called microcontroller esp32 as a component control center, namely the DHT11 Sensor as a means of detecting humidity and temperature when the green vine lacks water, button as a wifi component for on of watering. Then esp32 will proces…
The content is a research summary about the process of examining the contents of the uterus using Ultrasonography (USG) conducted by doctors. USG is a device that utilizes high-frequency sound waves to produce video images used by experts to identify vital objects within the uterus. The resulting USG images are used for this particular research, which utilizes Convolutional Neural Network techn…
Quality Assurance is a term that refers to an evaluation process that includes monitoring and guaranteeing the quality of something, one of which is Recognition of Past Learning (RPL). In this case RPL is one of the educational pathways at Sriwijaya University in the Engineer Professional Study Program (PSSPI). This study aims to produce a product testing application for RPL student assessment …
This study presents and analyzes deep learning techniques to classify abnormalities in fetal heart images. This research compares four convolutional neural network (CNN) architectures to choose the best architecture with satisfactory results, and performs visualization using the guided backpropagation method to provide insight regarding the part of the image that plays a role in the classificat…
CV. Adi Putra Utama Palembang has used Microsoft Excel in the employee payroll process. This requires more time and accuracy. In addition, reporting of payroll data still uses archival records, resulting in reports being prone to damage or loss. Therefore, the authors developed a payroll application with the Hypertext Preprocessor (PHP) programming language and MySQL as data storage. The result…
The ability to predict patterns of Cardiac Arrest with high accuracy can significantly contribute to more effective prevention and treatment. This research focuses on predicting patterns of Cardiac Arrest based on eight vital sign data using Recurrent Neural Network (RNN) methods with LSTM and Bi-LSTM architectures. In order to address the issue of imbalanced data, undersampling techniques and …
Sentiment analysis is a fundamental task in Natural Language Processing (NLP). Social media is designed to enable people to share content quickly through electronic tools. People can openly express their minded on social media sites like Twitter, which later can be shared with others. During the recent COVID-19 outbreak, public opinion analytics provided useful information for determining the b…
Dalam membangun Knowledge Management System (KMS) pada Kantor Urusan Agama (KUA) Kecamatan Prabumulih Timur Kota Prabumulih, penulis mencoba menerapkan metode Knowledge Management System Life Cycle (KMSLC) yang dikenalkan oleh (Awad and Ghazairi 2010) yang di implementasikan dalam jurnal yang ditulis oleh (Wardhana et.al 2020) yang berjudul “Knowledge Management System Berbasis Web Tentang Bu…
Ultrasonography (USG) is a process or procedure in taking an object in a certain part of the body by taking high-frequency sound waves. Objects obtained from ultrasound results will be used in this study. This study uses a Convolutinonal Neural Network (CNN) to detect Transthalamic objects. This study aims to compare the detection results from previous studies using the Faster R-CNN with a new …
Game is a game played by children and adults, but the game is played not according to age type. therefore, the best game recommendations based on age are made in the playstore application. This research aims to build a Decision Support System (SPK) to select these games based on ages 3+, 7+ and 12+. The data used for each age is 70 game data. In this study using the Additive Rasio Assessment (A…
Based on its astronomical position, Indonesia experiences two seasons, the dry and the rainy season. Erratic seasonal changes will affect activities in various sectors. Therefore, it is important to know what factors that influence changes in seasonal patterns in the dry and the rainy seasons classification. The availability of data on weather factors provided by the BMKG will certainly support…
The development of information technology originated from advances in computerization that have developed. PT. SAMA Sukses Palembang still does manual data management. This results in data loss and errors in recording transaction data. To overcome this, this research produces a sales application that can facilitate the process of managing sales data at PT. SAMA Success Palembang. This applicati…
PT. AJN Solusindo is an information and communication technology (ICT) services company with a diverse portfolio of services. based on the interviews that have been conducted, due to the absence of an appropriate method for processing the value resulting from the selection of employees, based on the established assessment criteria, errors often occur in processing the assessment data, like othe…
Artificial Intelligence (AI) technology in the field of Computer Vision (CV) can be utilized to detect cervical cancer using the Image Segmentation approach. With the advancement of technology, image segmentation processes can be implemented using Deep Learning (DL) models. This research utilizes the U-Net architecture with backbones for pre-cervical cancer semantic image segmentation. There ar…
The focus of this research is to design a prototype manual safe security system using fingerprint. Along with the increase in criminal acts on safes, one of which is theft and burglary. The author got the idea to build or design an additional security system with Fingerprint as input to the safe which acts as access to open the safe. In this research, the safe security system also uses Arduino …
Distributed Denial of Service or commonly abbreviated as DDoS is an attack commonly used by hackers to stop legitimate users from accessing certain network services and continue to send traffic to the target system continuously. DDoS attacks are usually carried out in two phases, namely the intuition phase where the attacker makes arrangements to launch the attack by creating a botnet which is …
DDoS attack is one of the security threats frequently experienced on the internet, which utilizes multiple sources to send excessive traffic to a server, causing system failure, making DDoS a significant threat. To detect attacks, this research seeks to find parameters that play a significant role in the DDoS dataset. Therefore, feature selection is applied, namely the Random Forest Classifier …