Machine Learning for Intelligent Decisions in Internet of Things

Running head: INTERNET OF THINGS
Topic: Machine learning to make intelligent decisions in Internet of Things
Name of the Student
Name of the University
Author Note:

1INTTERNET OF THINGS
Abstract:
In the internet of things field a number of decisions has to be made. These decisions can be
made easily with the help of the machine learning technology. The machine learning
technology can predict the benefit or the proper location for investment. The report puts
forward the idea of the use of machine learning for the making of intelligent decisions in
case of any application in internet of things. The report introduces the concept of internet of
things and the concept of machine learning.

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Table of Contents
Purpose of the Report:.....................................................................................................................2
Expected format of the Report:........................................................................................................2
Problem Statement:..........................................................................................................................3
Introduction to the Problem:............................................................................................................3
Structure of the Report:...................................................................................................................4
Literature Review:...........................................................................................................................6
Introduction:................................................................................................................................6
Past and Present work:.................................................................................................................6
Project Requirement:...................................................................................................................9
Methodology for betterment of Problem Statement:.................................................................10
Intelligent Decision within organization:..................................................................................11
Methodologies:..............................................................................................................................12
Method 1:...................................................................................................................................13
Method 2:...................................................................................................................................13
Method 3:...................................................................................................................................14
Method 4:...................................................................................................................................14
Method 5:...................................................................................................................................15
Comparison of the various methods:.............................................................................................16
Efficiency:..................................................................................................................................16

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Simplicity:..................................................................................................................................16
Time saving in IOT:...................................................................................................................16
Security:.....................................................................................................................................17
Use of methods in machine learning:............................................................................................19
Conclusion:....................................................................................................................................21
References :...................................................................................................................................22

4INTTERNET OF THINGS
Purpose of the Report:
The use of the internet of things technology has changed the world and the way people
look at things. The tasks have become much easier and the way of working has changed for
people. However, for the proper working of the internet of thing technology and for the
proper implementation it is necessary to take the important intelligent decisions and make
the choices. The purpose of the report is to present how can these intelligent decisions be
taken (Sellak et al., 2017). The use of the machine learning technology will be made in order
to make the intelligent decisions. The use of the internet of things can be made in the various
field such as the smart city or the smart street lightning. The main purpose of the report is to
address the problems that may arise in the internet of things and how those problems can be
removed (Meidan et al., 2017). The machine learning technology is such that if any of the
solution is not present in the system then the solution gets added to the system and the next
time if the similar kind of issue occurs then the solution is put forward automatically.
Expected format of the Report:
The main idea of the report is to discuss about the usage of the machine learning
technology for the making of the intelligent decisions in the network of the internet of
things. The report contains a literature review, which discusses the recent and the past works
of the topic. The report then discusses the methods that can be used for the proper
implementation of the machine learning concept. The best method that can be used for the
implementation of the machine learning concept in a proper manner is also presented in the
report.

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Problem Statement:
The use of the machine learning technology needs to be made as the organization are not
able to make the proper decisions, which often lead to the downfall of the organization. The
additional cost for the installation of the machine learning technology implementation is
required by the organization. The machine learning also cannot solve the issue that has
occurred for the first time. The other major issue that is faced in every sector is the cyber
security problem(Von Solms & Roussel, 2015). The previous solutions to the various issues
of the cyber security may be checked and can be compared by the help of the machine
learning technology and the best solution for the elimination of the cyber security issue is put
forward.
Introduction to the Problem:
The problem that maybe involved in the report is the implementation of the machine
learning for the solving of the problem. The machine learning technology compares the data
that is present in the system for putting forward the solution. The use of the technology is
made for the comparison of the various data and information. The problem occurs when
there is no previous data or information available on the particular topic (Hossain, Fotouhi &
Hasan, 2015). In this case, the use of the machine learning technology would not be able to
put forward any of the solution as there is no data to compare with or there is no solution
present that was previously used. The use of the machine learning technology cannot be
obtained in the case of solving cyber securities also as if any of the new cyber attacks occur
then the machine learning technology would not be able to refer to any of the solution to
suggest for the overcoming of the cyber security issue. This is a major problem of the
machine learning technology otherwise which technology is very useful for the