Reviewerly/exHarmony huggingface dataset:
SE-PIM: In-Memory Acceleration of Data-Intensive Confidential Computing

Demand for data-intensive workloads and confidential computing are the prominent research directions shaping the future of cloud computing. Computer architectures are evolving to accommodate the computing of large data. Meanwhile, a plethora of works has explored protecting the confidentiality of the in-cloud computation in the context of hardware-based secure enclaves. However, the approach has faced challenges in achieving efficient large data computation. In this paper, we present a novel design, called <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">se-pim</small> , that retrofits Processing-In-Memory (PIM) as a data-intensive confidential computing accelerator. PIM-accelerated computation renders large data computation highly efficient by minimizing data movement. Based on our observation that moving computation closer to memory can achieve efficiency of computation and confidentiality of the processed information simultaneously, we study the advantages of confidential computing <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">inside</i> memory. We construct our findings into a software-hardware co-design called <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">se-pim</small> . Our design illustrates the advantages of PIM-based confidential computing acceleration. We study the challenges in adapting PIM in confidential computing and propose a set of imperative changes, as well as a programming model that can utilize them. Our evaluation shows <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">se-pim</small> can provide a side-channel resistant secure computation offloading and run data-intensive applications with negligible performance overhead compared to the baseline PIM model.
Optimasi Algoritma Genetika Dalam Memprediksi Minat Baca Siswa Pada Perpustakaan SMK Negeri 1 Gantar Dengan Metode Decision Tree

Students are one part of the world of education that cannot be separated from reading activities. Each school certainly seeks to provide reading facilities such as school libraries, as well as libraries owned by SMK Negeri 1 Gantar aim to be able to foster and increase students' interest in reading books in the school library. But at the moment the library of SMK Negeri 1 Gantar tends to be minimal in number of visitors, this could be due to the lack of student awareness of the importance of reading books or there are other factors that can influence such as service, type of book, comfort, collection of books and so on. Then conducted a study that aims to find out how much interest in reading students of SMK Negeri 1 Gantar library using genetic algorithm optimization with the decision tree method. The data used in this study are visitor data owned by the library of SMK Negeri 1 Gantar as many as 290 data, the process of testing the method using RapidMiner 9.2. Based on the results of testing on research in predicting students' reading interest in the library of SMK Negeri 1 Gantar, the results obtained from the C4.5 algorithm or decision tree are accuracy by 84.48% and after being optimized using genetic algorithms the accuracy increases by 12.07% so that the accuracy value obtained from optimization of 96.55%. Then it can be concluded that the genetic algorithm optimization technique in value succeeded in increasing the accuracy of the C4.5 algorithm or decision tree in predicting students' interest in reading at the SMK Negeri 1 Gantar library.&#x0D; Keyword: Reading interest, library, C4.5 algorithm, genetic algorithm.&#x0D;
Application of Hybrid CTC/2D-Attention End-to-End Model in Speech Recognition during the COVID-19 Pandemic

Recent research in the field of speech recognition has shown that end-to-end speech recognition frameworks have greater potential than traditional frameworks. Aiming at the problem of unstable decoding performance in end-to-end speech recognition, a hybrid end-to-end model of connectionist temporal classification (CTC) and multi-head attention is proposed. CTC criterion was introduced to constrain2D-attention, and then the implicit constraint of CTC on 2D-attention distribution was realized by adjusting the weight ratio of the loss functions of the two criteria. On the 178h Aishell open source dataset, 7.237% word error rate was achieved. Experimental results show that the proposed end-to-end model has a higher recognition rate than the general end-to-end model, and has a certain advance in solving the problem of mandarin recognition.
Persepsi Siswa Terhadap Pembelajaran Daring pada Materi IPA SMP

The shift from classroom learning in schools to online learning from home has generated different responses and perspectives among students. This study to analyze students' perceptions of online learning in junior high schools, so that they can provide benefits for the implementation of better learning in the future. This study applies a survey method with a quantitative approach. This study applies a cluster sampling technique with class VIII-I students of SMP Negeri 1 Tempeh Lumajang as research subjects. The data collection technique use a questionnaire. The results showed that the percentage of students' perceptions of online learning in science subjects was 70% and could be categorized as good. All students use smartphones to support for online learning with the Google Classroom and WhatsApp platforms. During online learning, students have difficulty with materials on the circulatory system, excretory system, respiratory system, vibration, waves, and optics, light and optical instruments, pressure of substances, and simple machines. Constraints experienced by students during online learning are internet signal, cellular data package quotas and Wi-Fi. Students are less interested in online learning because interaction with the teacher is only done virtually and cannot digest the explanation of the material by the teacher.
Electronic Mail Classification System Based on Machine Learning approach

In current times, users depend comprehensively on electronic communication ways such as electronic mails as it is considered a foremost source of communication. A vast amount of time is invested in electronic mail for communication in the information technology field, due to which electronic mail management has become a prominent feature among the mailing applications. Electronic mail classification comes under this type of management which helps the expert to eliminate the time invested during un-necessary mail reading. Also, the content of electronic mail is further used in the analysis for future prediction and reading behaviors in which a good mail classification system would reduce a lot of time and resources. Conventionally many other systems or methods are present and widely popular in the market but there is no such system that achieves high accuracy. This paper proposes a novel electronic mail classification system that is based ensemble technique which combines the result of many classifiers to achieve good accuracy. Keyword : Electronic communication, Electronic mail, Content Analysis, Classifiers, Feature extraction.
Use of electronic educational resources for the development of digital competencies of commerce students

The article examines approaches to the development of digital competencies of commerce students, in the context of increasing requirements for the level of training of specialists from the labor market. A study of the directions of digital transformation in the field of trade, corporate systems for automating business processes of trade enterprises, the requirements of employers, and Russian and foreign experience in training specialists in the field of trade has been carried out. The authors have developed electronic educational resources that are used in the educational process to improve the quality of training specialists in the field of trade.
THE INFLUENCE OF MOTIVATION, THE QUALITY AND PERFORMANCE DATA MANAGEMENT CIREBON ONE REGARDING WHICH DATA ON LOCAL GOVERMENT CIREBON CITY

&#x0D; &#x0D; &#x0D; &#x0D; Purpose of the study — This observe goals to reap statistics approximately have an impact on among the unbiased variables Data Manager Motivation, Data Management Quality, and Data Manager Performance at the established variable, specifically CSD Services on the Cirebon City Government, each independently -alone (partial) or together (simultaneously).&#x0D; &#x0D; &#x0D; &#x0D; &#x0D; Research method— This study makes use of quantitative studies strategies via way of means of engaging in direct surveys in the field. The populace on this observation had been all CSD Data Managers from each Regional and Non-Regional Apparatuses. Based on the calculation of the Slovin formula, the pattern used is one hundred samples with the pattern choice approach the usage of Stratified Random Sampling.&#x0D; &#x0D; &#x0D; &#x0D; &#x0D; Result— The three unbiased variables have power on CSD offerings via way of means of 51.1%, the ultimate 48.9% is motivated via way of means of different variables out of doors the observe.&#x0D; &#x0D; &#x0D; &#x0D; &#x0D; Conclusion— In this observation, there are four predominant conclusions, specifically (1) Data Manager Motivation has a high-quality impact on CSD Services in Cirebon City, which means that if Data Managers have accurate motivation, CSD Services will even get better. Vice versa, if the Data Manager does now no longer have motivation, then the CSD Service will even decline. (2) The best Data Manager has a high-quality impact on CSD Services in Cirebon City, which means that if the Data Managers have accurate best, the CSD Services will be even better. Vice versa, if the Data Manager does now no longer have accurate best, then the CSD Service will even decline. (3) The overall performance of the Data Manager has a high-quality impact on CSD Services withinside the City of Cirebon, which means that if the Data Manager has awesome overall performance, the CSD Services will even get better. Vice versa, if the Data Manager does now no longer have an awesome overall performance, then the CSD Service will even decline. (4) Taken together, the three variables studied have an impact on CSD Services in Cirebon City with a correlation price of 0.715 or excessive high-quality dating occurs.&#x0D; &#x0D; &#x0D; &#x0D;
Assisting The Formation of English Club Extracurricular Activities at Garuda Junior High School

Based on the results of the observation of need analysis on students of Garuda Junior High School Tangerang, it shows that students' interest in learning English in class is very minimal and their English skills such as Speaking, Reading, Writing, Listening are still relatively low. The result of the questionnaire shows that students need to learn English not only inside the classroom but also outside the classroom to encounter the lack of their understanding towards English lesson. Online learning during the pandemic also has an impact on students, so that they find it difficult to understand the materials provided by the teacher. Thus, learning English does not run smoothly. Therefore, based on the problems mentioned above, the lecturers of English Departement of Faculty of Education and Teacher Training, Syekh Yusuf Islamic University (UNIS) were intended to provide assistance in the formation of English Club activities to improve students' English skills at SMP Garuda Tangerang. The facilitators used a combination theory and application methods. In general, this activity was carried out through three stages (1) the planning stage (plan), (2) the implementation stage (do), and (3) the reflection stage. The educative workshop and training on the formation of English Club was held at SMP Garuda Tangerang. The workshop are very helpful for the school to actually know about the concept of English Club extracurricular. And, the students also gave positive responses towards the activity and seemed interested in joining the English Club extracurricular.
From trainee to master. Exhibition projects of creative workshops of the Russian Academy of Arts

Album review “Exhibition projects of creative workshops of the Russian Academy of Arts (Moscow) 2015–2019”, Moscow, 2020. The publication prepared by the Head of the Department – Alexander Troshin, as a report on the work done.
Sentiment Analysis Pada Masyarakat Terhadap LRT Kota Palembang Menggunakan Metode Improved K-Nearest Neighbor

The LRT is a sustainable fast transportation system, which was built to overcome the congestion problem in the city of Palembang. In order to attract people's interest to switch to using public transportation compared to private transportation, one of them is by improving the quality of services provided. Sentiment analysis is used to classify positive and negative opinions on users of Palembang City LRT transportation services. In addition to retrieving data through crawling data on tweet data, the researchers also distributed questionnaires. In conducting the classification process of sentiment analysis, this study uses the Improved K-Nearest Neighbor method which is a modification of the K-Nearest Neighbor method. The results of this research are testing and training data on 1617 data records and the highest accuracy of 74.07% on 90% training data and 10% testing data, with 70% precision, 56% recall and 59% f-1 score, while the lowest accuracy with an accuracy of 63.04% on 50% training data and 50% testing data, with 44% precision, 42% recall and 42% f-1 score
FACTORS INFLUENCING STUDENTS' INTEREST IN LEARNING ENGLISH.

AbatractThe purpose of this research is to describe the factors influencing of students' interest in learning English and to describe the dominant factors that influence students' interest in learning English on the tenth grade students of Madrasah Aliyah Negeri 1 Sambas in the academic year 2020/2021. The research method used is descriptive research in the form of quantitative research. This research used 31 questionnaires to collect the data. The research subject for this research are tenth grade students that consist of 40 students at Madrasah Aliyah Negeri 1 Sambas in the academic year 2020/2021. The results of the research shows that the factor influencing students' interest in learning English is the external factor with the amount of percentage 70.262% with rating percentage interpretation criteria is middle. From the list of the recapitulating the percentage of each indicator, the dominant factors that influence students' interest in learning English is school factor with percentage 68.99%. Therefore, from the research there are a number of external factors such as teacher, learning facility, learning method, and also school environment that influencing students' interest in learning English. Keywords : InterestLearning EnglishStudents' Interest
Techniques on Multiplatform Movement and Interaction Systems in a Virtual Reality Context for Games

When a student works on a VR game design project, the input scheme is often bypassed because it is considered to be one of the easiest things to implement. But should design affect the inputs, or the other way around? The author attempts to solve this with the creation of a unified communication tool among students, academics, and developers. This proposed tool will define which movement and/or interaction technique is best suited, depending on the following factors: platform, constraints, context, physique, space, immersion, and user experience. The game design framework will be described, discussed, and presented in a table format to address all of the above when working on VR games. This chapter will also include a section that will define what the player can do and how.
Product Sorting System In Checker Sorting Process Using The Template Matching Method

In supporting the production activities of a company, an infrastructure unit is needed that is capable of supporting the production activities of a company. Several companies that produce animal feed and processed food have problems related to the failure of the sorting process. The sorting process for checking packaged products is still carried out by human power, so errors often occur due to human negligence in sorting packaged products. Therefore a tool is designed to sort automatically and be able to distinguish differences from packaged products using image processing with the Template Matching method. Then, proceed with looking for accurate calculations using the Template Matching algorithm, which will help detect differences between packaging products A and B. The technique used in the method is the calculation of values using greyscale imagery and image segmentation with ten trials based on the labels on the template features used. After testing, the best accuracy results, namely 59% obtained on image segmentation
Pemetaan Udara Dengan Pesawat Tanpa Awak Untuk Survey Cepat Karhutla Di Provinsi Kalimantan Tengah

The capital city of Central Kalimantan, namely Palangka Raya City, almost every year there are always forest and land fires that harm many people both economically, socially and environmentally which will certainly hinder the development of this city, Palangka Raya has a fire-prone area of 33,824 ha. Monitoring forest and land fires with manual field visits which can be very time consuming. To shorten the time and expand the ability to monitor forest and land fires, the use of Unmanned Aerial Vehicles (UAV) or drone images is one solution to map fire-prone areas in all fields. The aerial photography produced by the UAV is processed using the photogrammetric method to produce a responsible aerial photo map covering an area of 41.92 with 17 benchmark points to block fires in the UPR campus forest from spreading.
IMPLEMENTASI OWASP ZAP UNTUK PENGUJIAN KEAMANAN SISTEM INFORMASI AKADEMIK

Information security is an important thing that must be considered for every individual and institution in order to avoid crime. Poor information systems can threaten the critical infrastructure of an organization. Problems with system security vulnerabilities or disruptions are widely scattered on the internet. Early detection of the weakness of a system is the initial solution in securing a system. Therefore we need an analysis of the vulnerability of a system that refers to the security standardization of the Open Web Application Security Project (OWASP) by performing an active scan. Website vulnerability analysis using the OWASP ZAP technique with the help of several security tools is able to determine the security level of a website based on the results of scans and tests that have been carried out where almost every test category is able to find vulnerabilities, although there are several categories that do not have vulnerabilities. The purpose of this study is to identify the vulnerabilities contained in the University Academic Information System website and conduct testing and analysis to determine the condition of the vulnerability of the University Academic Information System website using the Open Web Application Security Project (OWASP). The research method used as a website security parameter is OWASP Top-10 2021.
Distribution Grid Topology Estimation: A New Approach-based on Bayesian Network Models

The important penetration of distributed energy resources into the power grid comes with a raft of challenges for urban distribution management. Knowing the grid topology in real-time is essential to ensure the reliability of operational power flow control. However, in practice, the topology information is often unavailable. Worst, this latter can change relatively more frequently with limited line monitoring devices. To address these drawbacks, we provide a new approach relying on Bayesian network models to detect connections amongst grid buses. We prove that the grid topology estimation can be formulated as a Bayesian network structure learning. The robustness of our approach, as well as its benefits compared to other estimation algorithms, are highlighted in numerical experiments.
Pre-service teachers’ technological literacy: How ready are teacher education programmes for the 4IR?

The 4IR has become an overarching framework within which education systems, including teacher education, are operating. Contingent upon the ideology of neo-liberalism, the 4IR seeks to transform societies in ways which respond to the relentless developments in technology, the Internet and digital capacities which, by design and intent, are purposed at increasing both productivity and the associated quality while at the same time reducing human intervention in the same processes. In teacher education, how we teach and train student teachers will be substantially influenced by the imperatives of the 4IR. There are multiple unresolved questions as the 4IR takes centre stage. For example, what will it mean for teaching and learning in schools that have severe technological and digital deficits; for teachers and students who have minimal technological literacies; for delivering high-quality teaching and learning; for transforming both the content and pedagogies of teacher education and, above all, for delivering socially just educational experiences for all our learners, regardless of class, race, and privilege. The discourse of the 4IR is contemporary and requires multiple perspectives to explore what it means in different contexts and settings, the understandings it engenders in people, what it implies across a wide range of educational decision-making levels, and that its fundamental assumptions cohere with national and societal assumptions about equality, equity and social justice. Multiple methodological approaches were utilised in the interrogation of the idea of the 4IR in teacher education in South Africa, including theoretical, empirical, and small-scale case studies, amongst others. The data these approaches provide are equally valued based on the purposes for which they have been derived.
Criminological aspects of the illegal distribution of drugs on the Internet

The problem of the distribution of narcotic drugs has become more and more serious in recent years, which is facilitated by the improvement of methods for such distribution. With the development of digital technologies, social networks, the Internet itself, the number of crimes committed using these technologies is growing. In this regard, it is relevant to analyze the ways and methods of drug trafficking using the Internet. This paper explores issues related to the methods of selling narcotic drugs, psychotropic substances or their analogues on the Internet. The phrase “drug trafficking” is defined as the illegal trade involving the cultivation, manufacture, distribution, and sale of substances that are subject to drug prohibition laws. So, as you might expect, the concept of Internet drug trafficking is simply the act of participating in Internet drug trafficking. The purpose is to analyze the features of committing the distribution of drugs on the Internet. Examples of the closure of such Internet sites are given.