### 统计代写|计算机视觉作业代写Computer Vision代考|An Innovative Technology for Future Enhancement

statistics-lab™ 为您的留学生涯保驾护航 在代写计算机视觉Computer Vision方面已经树立了自己的口碑, 保证靠谱, 高质且原创的统计Statistics代写服务。我们的专家在代写计算机视觉Computer Vision代写方面经验极为丰富，各种代写计算机视觉Computer Vision相关的作业也就用不着说。

• Statistical Inference 统计推断
• Statistical Computing 统计计算
• (Generalized) Linear Models 广义线性模型
• Statistical Machine Learning 统计机器学习
• Longitudinal Data Analysis 纵向数据分析
• Foundations of Data Science 数据科学基础

## 统计代写|计算机视觉作业代写Computer Vision代考|Sudhriti Sengupta

The Internet of Things (IoT) is the interconnection of physical devices or objects known as “things” for communication and data sharing. The concept of IoT is further extended into the Internet of Everything (IoE), which encompasses people, processes, data, and things in the network. This concept is used in not only large industrial tools but also small household appliances. Many devices such as kitchen appliances, cars, thermostats, baby-monitoring systems are connected to the internet via sensors, actuators, or other devices to produce better communication and decision-making capabilities. Development of low-cost and highly efficient sensors, connective medium, cloud and fog infrastructures, and data analytics tools helped in developing the IoE technology rapidly. It is estimated that by 2025,22 billion devices will be connected by IoT $[1,11,15-19]$. In this chapter, we will discuss the overview of IoT, its architectural framework, its role, and security issues in IoT. The difference and similarity between IoT and IoE are also discussed. The issues concerning the security aspects of IoE along with the role of IoE in various domains are discussed. A case study of smart city development in France is mentioned to show the usage and impact of IoE.

## 统计代写|计算机视觉作业代写Computer Vision代考|IoT and Its Present Perspectives

The interconnection between computing devices, machines, objects, and human beings is brought together to facilitate the transfer of data and communication by a network ID

called IoT. The primary point in IoT is called “things,” which are sensors, software, and allied technology to facilitate communication. IoT spans from mundane household objects to large or highly complex industrial objects. IoT has widely evolved because of multidisciplinary fields such as machine learning, sensors, and embedded system. IoT products have opened the field of smart homes and smart cities. Home automation and smart homes are IoT device-implemented systems which can provide automatic lighting, security management, room temperature automation, etc. A smart home is an interface that controls and uses devices in a general household for controlling different aspects of livelihood leading to a better lifestyle. An example can be taken from Homekit produced by Apple Inc., which controls different applications like Siri. Similarly, IoT has paved the way for almost every aspect such as agriculture, healthcare, industry, and transportation. A smart city means a city where technology is induced in various aspects such as monitoring of traffic, collection of garbage, lighting of street lamps, and providing helplines. Telensa is one of the major agencies, which pivots the development of smart cities $[2,17-19]$.

The architecture framework of IoT consists of four general modules: sensors/actuators, data acquisition system, Edge IT, and data cloud center. The information and data from the environment are collected by the sensors or actuators. Actuators manipulate the external environment and send the data to different gateways. These constitute the end point of IoT (Figure 2.1).

Sensors or actuators generally collect the data in analog form. Data acquisition system converts these analog data into digital form. This system also performs aggregation and conversion of data. It supplies the internet gateways with these converted and summarized data. Data are generally saved in cloud infrastructure by using the Edge IT aspects, which is decentralized and hence more secure. The data are sent to the data cloud center for processing and storage.

IoT was introduced in 1999 , and since then it has paved the way to make life easier, simpler, and automatic. IoT is used in security, healthcare, energy-saving facilities, water supplies, traffic control, transportation, etc. Along with the immense benefit of IoT there is a need to have an enhanced and elaborate system of security in IoT as well. There are some differences between security in IoT and security in Traditional IT systems. Traditional IT accesses the data by using defined links, whereas in IoT data are produced by machines forming machine-to-machine communications. Human users are the source of usage and consumption of data in IT [16,17,19]. Some of the challenges in IoT security are as follows:

• In IoT, the variety and quantity of devices are significantly larger.
• Volume of data generated and consumed by IoT is comparatively larger.
• Failure in IoT security may lead to very severe conditions even if it supports a system like healthcare.
Though there are challenges in IoT infrastructure such as providing security, the benefit and role of IoT in the modern world toward creating smart cities, smarter lifestyles, and other things have led the researchers in paving the way for an extension of IoT into a bigger domain which is called IoE. The next section discusses the concept of IoE [3,4].

## 统计代写|计算机视觉作业代写Computer Vision代考|IoE-Its Role and Responsibility

IoE brings together people, things, and data focusing on networking devices equipped with sensors. It refers to the devices, products, and people using them as an interconnected module which facilitates in data collection, analysis, storage, and transmission. It is a concept of information interchange focusing on the association of things to one another and their uses. The main components of IoE are people, things, data, and processes. People are the users of the internet or the needs used for sharing data, such as social networking sites and sensors. Physical devices such as gadgets, sensors, and actuators are used for collecting and transmitting data. Data encompass both raw and processed data, which are useful in providing efficient decision-making $[5,6]$.

The main goal of IoE is to increase the efficiency of operation, create new business scope, and improve the lifestyle of the human being. For instance, a person is not sure whether he has closed his gas valve at home before leaving his house. An IoE solution enables the user to automatically enquire about the gas valve status remotely. Some of the applications of IoE are checking of remote health care, usage of smart grid for increased network connection, building better experience to enhance relations between consumers and marketers/retailers, etc. Despite the rewarding scope and opportunities associated with IoE, it could produce significant security risks and threats. Cybercrimes or cyberattacks on IoE devices and their framework produce significant risk or potential damage to the domain of IoE including healthcare and security. One of the noteworthy attacks on IoE was the Mirai botnet which caused “DDoS attack on Dyn” and even brought down the whole system. This resulted in the malfunctioning of sites like CNN and Netflix [7]. IoE unites individuals, cycles, information, and things to make arranged associations more significant and important than any other time-transforming data into activities that make new capacities, more extravagant encounters, and phenomenal financial chances for organizations, people, and nations $[8,9]$.

IoE was recorded as one of the top patterns in 2015 by Gartner. Cisco characterizes IoE as the organized association of individuals, cycles, information, and things. Getting advantage from the compound effect of interfacing individuals, cycles, information, and things, IoE-expanded connectedness makes “everything” possible on the web. loE brings remarkable opportunities for associations, people, networks, and nations to acknowledge drastically more noteworthy incentives from organized associations among individuals, cycles, information, and things. IoE is the forthcoming imaginative and ubiquitous innovation progression which will make organized associations more applicable and significant. Transforming data right into it makes new abilities, more extravagant encounters, and uncommon monetary freedoms for organizations, people, and nations.

IoE alludes to billions of gadgets and purchaser items associated with the web in a wise organized climate with extended advanced highlights. It is fundamentally a way of thinking in which our innovation future is undermined by various kinds of machines, gadgets, and things associated with the worldwide web. As of now the web association is simply limited to phones, tablets, PCs, and a small bunch of different gadgets [10]. In more straightforward terms, IoE is the astute association of individuals, cycles, information, and things that will change our reality so that there will be billions of associated gadgets having sensors to recognize, measure, and access their status which will all be associated over open or private organization worked over standard conventions like TCP/IP. IoE carries with it the organization’s insight to tie these ideas together into a firm framework. There are four pillars of IoE: individuals, things, information, and cycle. Figure $2.2$ depicts the pillars of IoE.

People generate data which are analyzed by suitable processes. These analyzed data are presented to things which produces applications to be used in a cohesive manner.

## 统计代写|计算机视觉作业代写Computer Vision代考|IoT and Its Present Perspectives

• 在物联网中，设备的种类和数量要大得多。
• 物联网产生和消耗的数据量相对较大。
• 即使物联网支持医疗保健等系统，物联网安全故障也可能导致非常严重的情况。
尽管物联网基础设施存在诸如提供安全性等挑战，但物联网在现代世界中在创建智能城市、更智能的生活方式等方面的好处和作用，已经促使研究人员为将物联网扩展到更大的领域铺平了道路这就是所谓的万物互联。下一节将讨论 IoE [3,4] 的概念。

## 统计代写|计算机视觉作业代写Computer Vision代考|IoE-Its Role and Responsibility

IoE 被 Gartner 记录为 2015 年的顶级模式之一。思科将 IoE 描述为个人、周期、信息和事物的有组织的关联。从连接个人、周期、信息和事物的复合效应中获益，IoE 扩展的连通性使网络上的“一切”成为可能。loE 为协会、个人、网络和国家带来了显着的机会，让他们认识到来自个人、周期、信息和事物之间有组织的协会的显着更值得注意的激励。万物互联是即将到来的富有想象力和无处不在的创新进程，它将使有组织的协会更加适用和重要。将数据直接转化为数据可以为组织、个人和国家带来新的能力、更奢侈的遭遇以及不同寻常的金钱自由。

IoE 暗示了数十亿个与网络相关的小工具和购买者物品，在一个明智的组织环境中具有扩展的高级亮点。从根本上说，这是一种思维方式，在这种思维方式中，我们的创新未来会被与万维网相关的各种机器、小工具和事物所破坏。到目前为止，网络关联仅限于手机、平板电脑、PC 和一小部分不同的小工具 [10]。用更直接的术语来说，万物互联是个人、周期、信息和事物的精明关联，它们将改变我们的现实，因此将有数十亿个相关的小工具有传感器来识别、测量和访问它们的状态，这些小工具都将相互关联开放或私人组织按照 TCP/IP 等标准约定工作。IoE 带有组织的洞察力，将这些想法结合到一个牢固的框架中。万物互联有四大支柱：个人、事物、信息和周期。数字2.2描绘了万物互联的支柱。

## 有限元方法代写

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## MATLAB代写

MATLAB 是一种用于技术计算的高性能语言。它将计算、可视化和编程集成在一个易于使用的环境中，其中问题和解决方案以熟悉的数学符号表示。典型用途包括：数学和计算算法开发建模、仿真和原型制作数据分析、探索和可视化科学和工程图形应用程序开发，包括图形用户界面构建MATLAB 是一个交互式系统，其基本数据元素是一个不需要维度的数组。这使您可以解决许多技术计算问题，尤其是那些具有矩阵和向量公式的问题，而只需用 C 或 Fortran 等标量非交互式语言编写程序所需的时间的一小部分。MATLAB 名称代表矩阵实验室。MATLAB 最初的编写目的是提供对由 LINPACK 和 EISPACK 项目开发的矩阵软件的轻松访问，这两个项目共同代表了矩阵计算软件的最新技术。MATLAB 经过多年的发展，得到了许多用户的投入。在大学环境中，它是数学、工程和科学入门和高级课程的标准教学工具。在工业领域，MATLAB 是高效研究、开发和分析的首选工具。MATLAB 具有一系列称为工具箱的特定于应用程序的解决方案。对于大多数 MATLAB 用户来说非常重要，工具箱允许您学习应用专业技术。工具箱是 MATLAB 函数（M 文件）的综合集合，可扩展 MATLAB 环境以解决特定类别的问题。可用工具箱的领域包括信号处理、控制系统、神经网络、模糊逻辑、小波、仿真等。