2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)最新文献

Studying Offloading Optimization for Energy-Latency Tradeoff with Collaborative Edge Computing 基于协同边缘计算的能量-延迟权衡卸载优化研究

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721745

Pranathi Padidem, Ahyoung Lee

{"title":"Studying Offloading Optimization for Energy-Latency Tradeoff with Collaborative Edge Computing","authors":"Pranathi Padidem, Ahyoung Lee","doi":"10.1109/imcom53663.2022.9721745","DOIUrl":"https://doi.org/10.1109/imcom53663.2022.9721745","url":null,"abstract":"Since the past few years, mobile communication technology is developing very rapidly, Internet of Things (IoT) are getting very popular. Simultaneously, the idea of being smart city and smart home is growing which implies the popularization of smart cars with the ability to drive autonomously. To meet the needs of these rapidly developing industries, huge amount of computing resources are needed to be consumed. Mobile edge computing is one of the most effective solution to the problem of consuming huge amount of power for the complex computations. Elements of mobile edge cloud computing are small to large mobile user devices including IoT-enabled devices. These devices mostly rely on the battery for computational tasks and if the tasks are complex, battery is drained quickly. So to tackle the complex application tasks, a much more advanced computation is required. Additionally, storage, data communication and efficient energy consuming techniques must be used. One of the major challenges while developing energy efficient network is computation offloading and latency minimization. Previous work shows that any one of the challenges can only be achieved if there is good energy efficiency then the latency is more and if there is minimum latency, but the energy consumed is more. In this paper, we are going to suggest specific areas in the collaborative cloud architecture that needs to be improved for achieving both energy efficiency as well as latency minimization. For that, we have implemented various scenarios and observe the areas of improvement.","PeriodicalId":367038,"journal":{"name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116937646","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

Timber Harvesting Residual Trees Damage Decision-Making for Sustainable Forest Management 木材采伐残树损害的可持续森林管理决策

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/IMCOM53663.2022.9721806

Hana Munira Muhd Mukhtar, Yasmin Yahya, Azizah Rahmat, R. Ismail

{"title":"Timber Harvesting Residual Trees Damage Decision-Making for Sustainable Forest Management","authors":"Hana Munira Muhd Mukhtar, Yasmin Yahya, Azizah Rahmat, R. Ismail","doi":"10.1109/IMCOM53663.2022.9721806","DOIUrl":"https://doi.org/10.1109/IMCOM53663.2022.9721806","url":null,"abstract":"Tropical timber forest has played an important role in the Malaysian economy for the last few decades. To manage and determine the acceptable cutting regime that suits the forest stand, environment, cutting cycle, site, and expected timber output is crucial in maintaining forest sustainability. At present, the majority of Malaysian forest concessions are practicing the Selective Management System (SMS) since 1978 which complies with Sustainable Forest Management (SFM) policies. Various studies discovered that in terms of economically, the timber market in Peninsular Malaysia was reduced due to incremental cost in operating SFM. Therefore, revision and adoption of a suitable harvesting method to increase the timber production conform to SFM are required. This study proposed a new method that consists of two calculation layers to determine the potential harvested trees. The first layer calculates the tree felling direction which yields minimum damage to residual trees. The second layer verifies whether each pre-determined tree to be harvested is feasible to be logged by comparing the minimal damage value and volume of residual trees to the volume and value of potential harvestable trees. The methodology chosen is the waterfall model. Meanwhile, the finding of this research; the analysis of the comparison provides a significant impact on the economical point of view.","PeriodicalId":367038,"journal":{"name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126858376","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

The Development of the Massive Open Online Course on Distance Forms of Research and Training 远程研究与训练形式的大规模开放式网络课程开发

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/IMCOM53663.2022.9721752

S. Kratov, A. Podsadnikov

引用次数: 0

Cybercriminals Strike Where It Hurts Most: SARS-Cov-2 Pandemic and its Influence on Critical Infrastructure Ransomware Attacks 网络罪犯攻击最伤人的地方:SARS-Cov-2大流行及其对关键基础设施勒索软件攻击的影响

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721721

Gatha Varma, Ritu Chauhan

{"title":"Cybercriminals Strike Where It Hurts Most: SARS-Cov-2 Pandemic and its Influence on Critical Infrastructure Ransomware Attacks","authors":"Gatha Varma, Ritu Chauhan","doi":"10.1109/imcom53663.2022.9721721","DOIUrl":"https://doi.org/10.1109/imcom53663.2022.9721721","url":null,"abstract":"The critical infrastructure (CI) of a society are the sixteen entities that facilitate the smooth daily living of its residents. Due to the crucial functionalities, CI elements are the most favored targets of cybercriminals. The situation was further aggravated when the world battled the SARS-Cov-2 pandemic. Due to socio-economic distress and reduced resources, a much higher number of ransomware attacks on CI were reported in the year 2020. To further illuminate the influence of the pandemic on the ransomware trends, the authors divided the data of the reported incidents into two time-frames. The first time-frame spanned the years 2013 till 2019, and the second time-frame covered the pandemic duration of the years 2020 and 2021. The two time frames were analyzed through rich visualizations and it was found that the healthcare sector was targeted much more while it was already struggling. Moreover, new strains like Netwalker and existing strains that preyed on corporate networks were preferred in recent years. The economic distress and call for stricter laws against ransom payments resulted in lesser percentages of ransom payments, but system downtimes stretched to more than a month’s time. Lastly, while cryptocurrency had gained popularity among criminals due to its anonymity potential, continuous research against its misuse has caused a decline in crypto ransom payments.","PeriodicalId":367038,"journal":{"name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126880710","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 Study of Split Learning Model 分裂学习模型的研究

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721798

Jihyeon Ryu, Dongho Won, Youngsook Lee

引用次数: 1

RIS-based Energy and Data Transfer Protocol in IoT Networks 物联网网络中基于ris的能量和数据传输协议

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721795

Ji-Ho Park, Yijun Piao, Tae-Jin Lee

引用次数: 1

CyberSaver – A Machine Learning Approach to Detection of Cyber Bullying CyberSaver -一种检测网络欺凌的机器学习方法

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/IMCOM53663.2022.9721630

Hii Lee Jia, Vazeerudeen Abdul Hameed, Muhammad Ehsan Rana

引用次数: 1

Utilization of Big Data with Cloud Computing in Modern Business Environment: A Review 大数据与云计算在现代商业环境中的应用综述

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/IMCOM53663.2022.9721778

Mohammed Adnan Islam, Muhammad Ehsan Rana

引用次数: 1

Abstractive Summarization of Korean Legal Cases using Pre-trained Language Models 基于预训练语言模型的韩国法律案例摘要

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/IMCOM53663.2022.9721808

Jiyoung Yoon, Muhammad Junaid, Sajid Ali, Jongwuk Lee

引用次数: 1

Artificial Intelligence an Influential Review: Pandemic Scenario 人工智能:一个有影响力的评论:大流行情景

2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) Pub Date : 2022-01-03 DOI: 10.1109/imcom53663.2022.9721753

Ritu Chauhan, A. Sengupta, Eiad Yafi

{"title":"Artificial Intelligence an Influential Review: Pandemic Scenario","authors":"Ritu Chauhan, A. Sengupta, Eiad Yafi","doi":"10.1109/imcom53663.2022.9721753","DOIUrl":"https://doi.org/10.1109/imcom53663.2022.9721753","url":null,"abstract":"Since the beginning of the 21st century the world had to face several outbreaks ofviral diseases like Chikungunya, Ebola, Nipah, H7H9 Bird flu, H1N1, SARS, MERS and above all the Coronavirus or SARS-CoV-2 which has brought the whole world to a standstill, as of now it as infected around 200 million people and has caused over 4 million deaths. The countries of USA, India, Brazil and Russia have been the most seriously affected countries of all. outbreak of Covid-19 a ‘Public Health Emergency of International Concern’ on 30th January 2020 and a ‘pandemic’ on 11th march 2020. Although the SARS- CoV-2 (Severe acute respiratory syndrome Coronavirus 2) or the Coronavirus has a very low fatality rate i.e. 2.9%, but the most problematic aspect of the Coronavirus is its unusually high infectivity rate. Such unique attributes of the virus called for more stringent and advanced methods of investigation, research and analysis and this is where Artificial Intelligence (AI) comes in; the scientific community strongly believe that AI and data science can be used to fight against the Coronavirus and can fill in the blanks still left by science. In current study of approach, we have emphasis the role of AI during the pandemic and implemented the study. Further, a trend analysis is conducted from year 2020 till 2021 to analyze the pattern for future forecasting.","PeriodicalId":367038,"journal":{"name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128068018","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