2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE)最新文献_第3页

Implementation of Dynamic Web Server Based on Operating System-Level Virtualization using Docker Stack 基于操作系统级虚拟化的动态Web服务器的Docker Stack实现

2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2020-10-06 DOI: 10.1109/ICITEE49829.2020.9271710

H. Nurwarsito, Verio Brika Sejahtera

{"title":"Implementation of Dynamic Web Server Based on Operating System-Level Virtualization using Docker Stack","authors":"H. Nurwarsito, Verio Brika Sejahtera","doi":"10.1109/ICITEE49829.2020.9271710","DOIUrl":"https://doi.org/10.1109/ICITEE49829.2020.9271710","url":null,"abstract":"A webserver is a provider that receives and provides data-based services that are sent through a web browser, then given a response in the form of web pages and HTML documents. The main problem that often occurs on a web server is the level of availability, demand affects the performance of the webserver which gets a lot of loads so that the webserver experiences overload, it will cause the web to go down. The Docker stack allows multiple services to connect to each other and run on multiple connected machines. The solution to this is by using operating system-level virtualization that utilizes the cluster system provided by the docker swarm, the docker stack is used to run multi-container images and web server services that will be distributed to other virtual servers. The results of this research show that the operating system-level virtualization supports the failover and load balancing mechanisms in the docker swarm area and the docker stack plays a role in distributing web server services from node manager to node worker as a backup webserver service, testing the best average response time parameters on failover obtained on a node with the time obtained 18.90 milliseconds while in availability through the parameter request test, at 200 requests the system successfully received 80% requests and indicated that the system could not meet the nines criteria at levels of availability.","PeriodicalId":245013,"journal":{"name":"2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117307223","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: 3

Tourism Demand Time Series Forecasting: A Systematic Literature Review 旅游需求时间序列预测:系统文献综述

2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2020-10-06 DOI: 10.1109/ICITEE49829.2020.9271732

Suci Karunia Prilistya, Adhistya Erna Permanasari, S. Fauziati

引用次数: 4

Coupled Feedback Differential Amplifier as a High-Power Terahertz Amplifier 作为大功率太赫兹放大器的耦合反馈差分放大器

2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2020-10-06 DOI: 10.1109/ICITEE49829.2020.9271664

Dzuhri Radityo Utomo

引用次数: 1

Impact of Increased Penetration DFIG on Power Oscillation Damping 增大贯深DFIG对功率振荡阻尼的影响

2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2020-10-06 DOI: 10.1109/ICITEE49829.2020.9271677

A. Widiastuti, Sasongko Pramono Hadi, S. Sarjiya

{"title":"Impact of Increased Penetration DFIG on Power Oscillation Damping","authors":"A. Widiastuti, Sasongko Pramono Hadi, S. Sarjiya","doi":"10.1109/ICITEE49829.2020.9271677","DOIUrl":"https://doi.org/10.1109/ICITEE49829.2020.9271677","url":null,"abstract":"Wind power is believed to be one of the promised renewable energy sources. At present, various countries already have a high penetration of wind power in the power system. Wind power's impact on the power system's stability is widely researched to ensure system stability remains met. In general, many studies have conducted stability analysis by looking at the system's eigenvalue but have not yet emphasized the system's damping ratio value. The damping ratio shows how an oscillation can be damped, which is necessary for the electric operator. The simulation in this research is conducted with a scenario where the wind generator replaces one of the test system's synchronous generators. This study accommodates the wind generator location's condition far away from the load center transmitted through the long transmission. For each condition, the stability and damping ratio value of the system will be analyzed. The simulation results confirm that the higher the wind generator penetration level, the damping ratio will decrease. A noticeable decline occurs in systems with weak transmission conditions, and this is dangerous for the system.","PeriodicalId":245013,"journal":{"name":"2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115040100","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

ICITEE 2020 Breaker Page ICITEE 2020断路器页面

2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2020-10-06 DOI: 10.1109/icitee49829.2020.9271766

引用次数: 0

Reactive Power Management in Radial Distribution Grid Connected Photovoltaic System 径向配电网并网光伏系统无功功率管理

2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2020-10-06 DOI: 10.1109/ICITEE49829.2020.9271680

Abdan Hanifan Dharmasakya, Fikri Waskito, L. M. Putranto

引用次数: 1

The Use of ISO/IEC 27005: 2018 for Strengthening Information Security Management (A Case Study at Data and Information Center of Ministry of Defence) 运用ISO/IEC 27005: 2018加强信息安全管理(以国防部数据信息中心为例)

2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2020-10-06 DOI: 10.1109/ICITEE49829.2020.9271748

Muhammad Fahrurozi, Soli Agrina Tarigan, Marah Alam Tanjung, K. Mutijarsa

{"title":"The Use of ISO/IEC 27005: 2018 for Strengthening Information Security Management (A Case Study at Data and Information Center of Ministry of Defence)","authors":"Muhammad Fahrurozi, Soli Agrina Tarigan, Marah Alam Tanjung, K. Mutijarsa","doi":"10.1109/ICITEE49829.2020.9271748","DOIUrl":"https://doi.org/10.1109/ICITEE49829.2020.9271748","url":null,"abstract":"The country's vital objects that provide data and information are vulnerable to threats. Information in the form of valuable assets needs to be protected from threats and vulnerabilities. Data and information must be guaranteed confidentiality, integrity, authenticity, and availability. Data and Information Center of Ministry of Defence, better known as Pusdatin Kemhan. Business processes owned by this organization are very complex. Pusdatin Kemhan requires strengthening in managing information security because the assets carried are important and high-value assets that are needed by leaders who assist in making decisions to support national defense and security. The implementation of information security and the existence of risk management are still not well managed. This study will provide an information security management design method based on risk management based on ISO / IEC 27005: 2018. The results of this study are the information security management policy at the Center for Data Processing and Information Technology.","PeriodicalId":245013,"journal":{"name":"2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114320180","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: 6

Domain-Specific Contextualized Embedding: A Systematic Literature Review 特定领域情境化嵌入:系统文献综述

2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2020-10-06 DOI: 10.1109/ICITEE49829.2020.9271752

Ide Yunianto, A. E. Permanasari, Widyawan Widyawan

{"title":"Domain-Specific Contextualized Embedding: A Systematic Literature Review","authors":"Ide Yunianto, A. E. Permanasari, Widyawan Widyawan","doi":"10.1109/ICITEE49829.2020.9271752","DOIUrl":"https://doi.org/10.1109/ICITEE49829.2020.9271752","url":null,"abstract":"Word embedding has successfully resolved various Natural Language Processing (NLP) problems. Unfortunately, the method has a weakness in detecting polysemy and homonym. Those issues led to the emergence of a new approach, which is named contextualized embedding. Many researchers examined such embedding to resolve problems in various particular areas. However, the studies are published disparate and complex. To provide a more comprehensive overview of contextualized embedding research in specific domains, a Systematic Literature Review (SLR) was conducted. The SLR results show that research on domain-specific contextualized embedding pays more attention to solving NLP problems in the Healthcare domain, by the percentage of more than 65%, followed by the Academic & Research field and other areas. The popularity of the Healthcare domain is associated with the availability of abundant datasets, mostly in English. BERT is the most contextualized embedding models used for domain-specific tasks, followed by ELMo, and finally GPT-1, as well as XLNET. Almost all reviewed papers reported performance improvements by using domain-specific contextualized embedding in their proposed model. Contextualized embedding can resolve polysemy problems and reduces overfitting. Besides, many downstream tasks have proved the ease implementation of the embedding. The shortcomings of this embedding are the high requirements of computation resources, the long execution time, and the computation complexity. Domain-specific contextualized embedding has resolved many problems, mostly classification tasks (e.g., Question and Answering) and tagging tasks (e.g., Named Entity Recognition). The two evaluation methods for measuring the performance of domain-specific contextualized embedding are Intrinsic evaluation and Extrinsic evaluation.","PeriodicalId":245013,"journal":{"name":"2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130546168","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: 2

Pushing the LTE Capability Towards 5G: The Analysis of Licensed Assisted Access (LAA) Implementation for High-Density Area in Indonesia 推动LTE能力向5G发展:印尼高密度地区授权辅助接入(LAA)实施分析

2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2020-10-06 DOI: 10.1109/ICITEE49829.2020.9271746

Ni Made Dwidhyana Ksamawati, D. Gunawan, M. I. Nashiruddin

{"title":"Pushing the LTE Capability Towards 5G: The Analysis of Licensed Assisted Access (LAA) Implementation for High-Density Area in Indonesia","authors":"Ni Made Dwidhyana Ksamawati, D. Gunawan, M. I. Nashiruddin","doi":"10.1109/ICITEE49829.2020.9271746","DOIUrl":"https://doi.org/10.1109/ICITEE49829.2020.9271746","url":null,"abstract":"The number of mobile network subscribers has increased over the past few years rapidly. 4G LTE, as a part of wireless technology, made a significant contribution through the coverage expansion around countries but still faces critical issues, namely spectrum scarcity. However, the growth of data users and data consumption seems to be increased. The Mobile Network Operator (MNO) tried to provide the infrastructures and services that capable of responding to the necessity of capacity, reliability, and availability. 3GPP answered the opportunity by introducing the LTE-Advanced Pro (4.9 G) technology with 3GPP Rel-13 that called Licensed Assisted Access (LAA). LAA uses carrier aggregation technology, both licensed and 5 GHz unlicensed band. Through utilizing the unlicensed band, MNO tried to face the necessity of improvement with the cost-efficiency. This paper tries to introduce the LAA implementation in a dense urban area of Indonesia. Based on the calculation result of capacity and coverage planning in Jakarta, LAA will increase the capacity from 41.95% to 61.67% in the time period 2020 – 2030 based on existing LTE capacity. Besides capacity planning, the coverage planning resulted in the amount of required LAA site to covered 40 Points of Interest (POI) area by 72 outdoor LAA and 119 indoor LAA. According to business feasibility analysis for economic aspects, LAA business implementation in the dense urban area is categorized as feasible with positive NPV value at IDR 390,653,517,937; IRR > rate at 40.61%, and three years and three months payback period (PP) on the baseline scenario.","PeriodicalId":245013,"journal":{"name":"2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130217553","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: 1

Facial Expression Recognition on Video Data with Various Face Poses Using Deep Learning 基于深度学习的不同面部姿态视频数据面部表情识别

2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2020-10-06 DOI: 10.1109/ICITEE49829.2020.9271740

Ayas Faikar Nafis, Dini Adni Navastara, A. Yuniarti

{"title":"Facial Expression Recognition on Video Data with Various Face Poses Using Deep Learning","authors":"Ayas Faikar Nafis, Dini Adni Navastara, A. Yuniarti","doi":"10.1109/ICITEE49829.2020.9271740","DOIUrl":"https://doi.org/10.1109/ICITEE49829.2020.9271740","url":null,"abstract":"Facial expressions in humans produce non-verbal communication to convey emotional states in humans; hence, they play an essential role in social interactions between humans. Along with the times, research on facial expression analysis has expanded to automatic facial expression recognition by computers. The facial expression recognition plays a vital role in human-computer interactions, monitoring human behavior, educational techniques, psychological, to sociable robots. In this study, the development of human facial expression recognition was carried out using a deep learning method called You Only Look Once (YOLO) based on Convolutional Neural Network (CNN). There are seven classes of facial expressions that can be recognized, namely angry, disgust, fear, happy, sadness, surprise, and neutral. The datasets used are video-based facial expression datasets such as CK+, IMED, and video data from 8 students of the Informatics Department, Institut Teknologi Sepuluh Nopember (ITS), with various face poses. Based on the experimental results, the best accuracy of the still image dataset is 94% on the CK+ dataset with channel three and learning rate 0.01. Moreover, the accuracy of video data with various face poses achieves 73%.","PeriodicalId":245013,"journal":{"name":"2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129746357","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: 5