One of the CPU scheduling methods that is frequently used to reduce waiting time and average execution time is Shortest Job First (SJF). However, this algorithm's accuracy is largelbravy dependent on how well the job execution time is predicted. The purpose of this study is to enhance work execution time estimates by optimizing the SJF algorithm through the use of the Random Forest Regression model. The model in this study is trained using historical job data. The test results demonstrate how Random Forest Regression may be included into SJF to greatly increase system efficiency, especially in terms of throughput and waiting time reduction.

The need for electrical energy is increasing, especially in rural areas, so building an environmentally friendly energy power plant such as a micro hydro generator can be used to produce electrical energy. This PLTMH planning aims to help the community produce environmentally friendly electrical energy and overcome frequent power outages. The research discusses determining the type of turbine, water discharge, turbine power and generator power at (PLTMH). The water discharge (Q) value of 2.67 m3/sec is the water discharge during the rainy season. From the calculation results, it can generate 25.65 kW of electrical energy, the type of turbine used is an open flume propeller type turbine, the planning of a micro-hydro power plant with a turbine power capacity of 60 kW and a generator of 50 kW greatly influences the power that will be produced by the turbine, which This means that the greater the water discharge, the greater the power generated by the turbine, conversely, if the water discharge is small, the power produced by the turbine is relatively small.
 
 

Research conducted at CV Multi Teknik Perkasa Palembang indicates that the total installed power for various panels is 18,448 watts, consisting of 448 watts for lighting panels, 5100 watts for induction motor power panels, 9000 watts for cooling panels, and 3900 watts for lamp and socket panels. Further analysis reveals that the power consumption does not exceed the available power. Therefore, the electrical installation at CV Multi Teknik Perkasa Palembang is in good and safe condition for use.

The research issues include the performance of three-phase induction motors and the impact of load on three-phase induction motors. This study aims to develop a driving system for empty fruit bunches (EFB) processing machines using induction motors at PT. Suryabumi Agro Langgeng, South Sumatra. The research was conducted at PT. Suryabumi Agro Langgeng in South Sumatra, from May to June 2024. Primary data in this research were obtained through observation and interviews, while secondary data were gathered from document analysis. In the context of this research on three-phase induction motors, document analysis techniques can be used to analyze various documents such as scientific literature, technical specifications, maintenance reports, production records, or other documents related to induction motors. The research methods include system requirements analysis, system design and implementation of the driving system, and performance testing of the developed system. The results show that the use of induction motors can provide better operational efficiency in EFB processing. This research is expected to contribute positively to improving the efficiency and productivity of PT. Suryabumi Agro Langgeng's operations.

The controversial TikTok Shop case has become a hot topic of discussion lately. The violation committed by the TikTok company is combining online buying and selling platforms with social media platforms. Legally in Indonesia, this is considered illegal and has a negative impact on the sustainability of domestic MSMEs and causes various other problems. The government revised the old Permendag, namely No. 50 of 2020, which did not clearly emphasize the legal PMSE system in Indonesia, which also discussed the social commerce system. The issue of TikTok violating PMSE is an interesting thing to study regarding the relationship between the government's decision to issue a policy to stop TikTok Shop and its driving factors. Researchers use descriptive research methods with a qualitative approach. Literature study and documentation are data collection techniques used in this study. The data analysis technique used is the Problem Tree Analysis approach. While the focus of his research is on PMSE violations by TikTok Companies in Indonesia. From this research, it was found that there is an unclear legal and regulatory umbrella from government regulations regarding PMSE itself. And there are also various consequences caused by TikTok Shop violations that have fatal consequences on the country's economy and domestic MSMEs. For this reason, legal clarity must be paid more attention to by the government so that when there is increasingly rapid technological development as well as increasingly complex systems do not create problems due to technology gaps.
 
 

The aim of this research is to see the effect of motion graphic duration on audience retention levels when conveying information about non-effective taxpayers and also to make recommendations for optimal duration to increase audience retention by using non-effective taxpayer motion graphics as a case study. A quantitative approach with a correlational type was used in conducting this research, as well as the use of YouTube Analytics to analyze data on audience retention levels while watching motion graphics. This research found a significant linear relationship between the duration of motion graphics and audience retention based on the motion graphics presented. A duration that exceeds three minutes can decrease audience retention.

Wood is an important element determining the quality of a product on furniture. The lack of knowledge of the furniture industry in this industry causes problems to choose a decision in determining the wood material to produce quality and quality furniture products. Development of a decision support system using the Analytichal Hierarchy Process method uses wood quality feasibility parameters consisting of five criteria, namely Physical Physical Properties, Mechanical Mechanical Properties of Wood, Wood Grade, Wood Age and Wood Substance from several samples. The results of this study were to produce a decision from the data to determine a decision, a decision support system for the purchase of wood materials for a furniture industry company using the Analytichal Hierarchy Process method. After testing, it can be concluded that the decision obtained is appropriate for use by staff and superiors and is ready to be implemented. 

Inventory is an asset in the form of goods and equipment to support the company's operations. PT Indonesia Comnet Plus is a company engaged in telecommunications, inventory control in the company includes devices or tools used in network construction and network maintenance. In the process of determining the priority of inventory tools and monitoring the use of tools still use manual and subjective methods. Thus causing the possibility of not being precise in determining the priority of inventory tools that must be immediately in stock. The Fuzzy AHP (Analytic Hierarchy Process) method is a method that is considered better in the process of inventory management tools to the maximum. The test results prove that the fuzzy AHP method has an important level of criteria so that the resulting weight value is more detailed. The output of this system is in the form of a monitoring tools system that is equipped with a decision support system in determining the priority of the best tools inventory.