Energy Efficiency in High-Performance Network Bandwidth Scheduling

This report delves into the critical topic of bandwidth scheduling for energy efficiency within high-performance networks. It begins with a comprehensive literature review, exploring the challenges of power consumption in high-performance networks compared to traditional systems, highlighting bandwidth scheduling's significance in data transfer. The report examines various algorithms and their roles in optimizing bandwidth allocation, including extending breadth-first search and auction mechanisms. It also discusses the application of WiMAX technology and the importance of Quality of Service (QoS). The study covers bandwidth allocation models like WFQ and explores the role of virtualization technologies in improving system efficiency and QoS. The conclusion emphasizes the importance of continued research in network protocols and topologies to enhance system performance and data transfer efficiency, focusing on energy-saving strategies.

Bandwidth Scheduling For Energy Efficiency In High Networks 1
BANDWIDTH SCHEDULING FOR ENERGY EFFICIENCY IN HIGH NETWORKS
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Bandwidth Scheduling For Energy Efficiency In High Networks 2
BANDWIDTH SCHEDULING FOR ENERGY EFFICIENCY IN HIGH
NETWORKS
PART ONE
REVIEW OF THE LITERATURE
Introduction
Power consumption is very high for the transmission that needs high-performance networks than
low networks in a telecommunication system. However, in most of the existing bandwidth
scheduling operates from the traditional methods such as the data transfer time of minimization.
The little effort has been put in place to save the energy in the High-performance network.
Bandwidth scheduling is considered an important factor in the data transfer between the given
networks (Dixit, Lannoo, Colle, Pickavet and Demeester 2015). The increasing number of
internet connections call for the high performance, in the end, to end networks results in the
energy consumption between the Networks. The number of network deployment has provided
the link through the on demand and the advance scheduling resulting in the application of the
high-performance network (Galante et al. 2016). The algorithm and the path computation are
critical elements needed for the bandwidth scheduling associated with the fixed slots of a
network and its respective available bandwidth for the given slots and all the available slots in
the computation. The available algorithm for the bandwidth scheduling is based on the extending
of breadth-first search (Ghouma and Jaseemuddin 2015). A large number of commercial and
scientific applications always generate number of data based on the order of petabytes from
terabytes which must be transported across all extensive area networks. An excellent example of

Bandwidth Scheduling For Energy Efficiency In High Networks 3
the process is when the large simulation is generated by the science application on the source to
the remote storage site.
The optimal bandwidth scheduling used for remarked learning in control systems
that are based on Nash theory and the mechanism of Auction
The research paper addressed the problem of bandwidth scheduling for the double layer
network operating as a learning network. The auction mechanism we employed to deal with the
issue and also the application of bandwidth scheduling methodology appropriate.This was
introduced for the allocation of the allocation of each subsection. The system is designed for the
formulation of non-cooperative game fairness (Ghouma and Jaseemuddin 2015). The estimation
of distribution is used under this framework to obtain the Equilibrium for the Nash Networks
finally. The simulation and experimental results are bows used to demonstrate all the effects the
proposed method. The system used is one of the best for giving out the quality output related to
the bandwidth scheduling and other computational algorithms related to telecommunications.
The Network controlled Systems the examples of the multiple feedbacks which are
always closed through the serial of the communication channels. If compared to various
traditional systems, this new technology has some advantages which include the following:
sharing of the information sources,
compelling diagnosis,
distribution of remote control
There is also the option of modulation design and finally its low cost and flexibility in its
configuration (Galante et al. 2016). As a result of these, the NCS has been very useful in
different fields such as the national defense, the automation of industrial systems such as in
aircraft, intelligent sector, the financial management and process control (Ghouma and

Bandwidth Scheduling For Energy Efficiency In High Networks 4
Jaseemuddin 2015). In addition to these, there are a number of useful results that are associated
with the process and also associated with the protocol if the network. Examples of such results
are the induced delay in networks, the packet droplets of the system, the structure if the NCs,
security, scheduling and other network constraints (Hameed 2016).
It is also notable that some researchers mainly focus on the single layer structure kind of
a network; their results have been reported on the NCs and the double layer structure of the
system. The Learning control system of a network which has a double layer structure can obtain
the better control and performance if the systems regarding their robustness and quality(Galante
et al. 2016).However, in real time NCs in a provider network, a random induced delay can
sometimes have an impact on the stability related to its performance in the whole system
(Hameed 2016). On the other hand, the bandwidth availability is considered as one of the
solutions to some network related problems in a telecommunication system. An example of a
suitable network scheduling gives the appropriate allocation to all the resources in a network
node which helps in the reduction of the packet collisions. The performance if its application is
considered as directly being affected by the number of existing bandwidth and also the sampling
rate of the same bandwidth scheduling.This implies that the quality of any service and its control
does bit only depend on the algorithm of the system but also on the structure of the system; the
scheduling of the networks also become a crucial factor of the consideration (Ismail, Gamage,
Zhuang, Shen, Serpedin and Qaraqe 2015).The optimal allocation of the network bandwidth is
considered as a key to the improvement of the Quality of Control as well as the Quality of
Service.From the above discussion, the bandwidth scheduling and optimizing are also studied,
and the arguments are majorly based on the NCLs in the entire paper.

Bandwidth Scheduling For Energy Efficiency In High Networks 5
The bandwidth allocation Scheduling Algorithm in the IEE 802.16 Wimax in its
protocol to improve its Quality of the Service.
The wireless network technology has extensively accessed the given technology in
connection with the remote user terminal with its primary network within the system (Restrepo,
Salcedo-Parra and Sánchez-Céspedes 2017). The Quality of Service is considered as one of the
parameters which can be used when the data transfer between all the user terminals is available
to the network and system administrator. By using the WiMAX technology, the Quality of
Service is then determined by the use of MAC layer; but the allocation of the bandwidth
scheduling algorithm is much defined by Quality of Service but not as defined by the IEE 802.16
and its network structure (Shawish and Salama 2014). The research of this paper evaluates and
makes a comparison of a various existing algorithm which is used in the designing of the IEE
802.16 WiMAX protocol. This system then helps in the improvement of Quality of Service.The
following represents some of the keywords used commonly in the research paper: Wimax,
Schedule, the QoS, the given bandwidth, the allocation of scheduling and finally the IEE 802.16.
From the research paper above, different terms are found to be useful for the study in the
network scheduling. The WiMAX ( the worldwide interoperability for the microwave Access);
this a telecommunication technology which is applied in the design of the network protocols in
improving the effectiveness of the data transmission by use of different modes of transmission
such as the point to multipoint technology (Restrepo, Salcedo-Parra and Sánchez-Céspedes
2017). WiMAX is considered as one of the high performings to the end to end of all the network
protocols. The features are unique and also increase the rate of data transfer, high performance of
the system, somewhat secured communication between the data among others. The main types of
WiMAX technology include the following: mobile and the fixed nature of WiMAX system.The

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mobile model of Wimax can enable the user to access the internet when traveling while the set
form of WiMAX, its stations can provide the wireless internet.
The average Bandwidth Model of WFQ with the Allocations
The trends in the telecommunication infrastructure with the packet networks have
brought about the primary question of the quality of service.Different methods can assign the
priorities inflow according to the various needs in network nodes as related to the Quality of
Service. The queue scheduling algorithm technique used in the network is fundamental in
choosing the output for describing the packets from the queue (Marinescu 2017). The system is
therefore designed to give the division of the bandwidth optimally. One of the algorithms that of
can decide according to the priorities is the primary component of the modern QoS which
supports the network. In case there is a need for the configuration for the optimum algorithms,
there is need to calculate the simulation of the settings to give the desired results which will have
the impact on the quality of service.
Bandwidth Allocation
There are some bandwidth scheduling algorithm and respective bandwidth allocation
models that have been very useful for the desirable estimation (Vu, Tran, Juntti and Hong 2015).
The most model that is preferred by the engineers is the WFQ which is commonly used as a
model for the traffic engineering in the telecommunication field. Allocation if the bandwidth
helps the engineers in designing and coming up with the appropriate model for simulation.
The genetic algorithm for the processes scheduling in the distributed system of a network
in the systems considering the load balancing.
The main work and purpose are to present and evaluate all the methods in the scheduling
of a distributed network. The system has a significant role in the performance of the distribution

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and the scheduling platforms of a network system. All the problems associated with the system is
solved through the means of an NP-complete system of a telecommunication system. The data
analysis of the research is to be done through the simulation of all the findings in a laboratory
network. The scheduling of the distribution system is considered as a critical factor in the overall
performance and the efficiency of given network in a field of telecommunication engineering. In
a Distributed Computing Systems (DCS) there is always a combination of processors which are
connected within the given network. The process involves the connection of operations to the
processors for the total execution of time be minimized; utilization processes should also be
minimized, and finally, the load balancing maximized. Several methods have been considered as
a way of solving the problem of Distributed Computing Systems (DCS).Some of the examples of
the proposed strategies for this solution include the following: the graph -theory-based
applications, mathematical methods that use the models and finally the heuristic technique.
The above models are mainly used to solve the problem that is experienced due to load
balancing. The proper modeling and use of the mathematical models help in the analysis and
understanding the simulation system within the given network in a telecommunication system
(Dixit, Lannoo, Colle, Pickavet and Demeester 2015). The balancing of the load is essential
because it is used to spread the load, minimization of the execution time and at the same time,
the system administrators will be able to use one processor to connect a variety of processes.
Virtualization technologies are one of the areas that have attracted the number of people in the
development systems. It is considered as one of the fundamental technologies that should be
improved on.The proposed research is set to improve the quality of service and efficient system.
Conclusions

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The review tries to compare all the wireless and the standard networks during the transfer
of data. From the study, a proposed project does not require the information from the sender for
the bandwidth allocation and scheduling. The review of the literature acts as an eye opener to the
research of the proposed topic. The subject of discussion in all the reviewed paper summarized
the bandwidth technology requirement into both the quality of service and the quality of
assurance. Some several research should always be encouraged to improve the network protocol
and topology of the telecommunication system. The systems performance and efficiency are one
of the requirements for the design of the related project. The project is considered as one of the
best improvement of the data transfer regarding speed and cost. Bandwidth scheduling has a
variety of functionalities that ranges from the radio applications to the network protocols.For the
effective operation of any bandwidth system.
PROJECT PROPOSAL
BANDWIDTH SCHEDULING FOR ENERGY EFFICIENCY IN HIGH-
PERFORMANCE NETWORKS
ABSTRACT
The research is all about the new technologies used in the telecommunication engineering
in ensuring the effective and efficient transfer of data.The proposal intends to solve the problem
associated with the data transfer while sending the data in a large number.Coming up with a
bandwidth system which can accommodate both the data at the low or high-performance
network will be sufficient for this project.
CHAPTER ONE

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INTRODUCTION
1.0 Introduction
The paper deals mostly with bandwidth slot allocation, calculation, and the analysis in the
active and passive of the optical networks. The fundamental principle applied in the slotting of
the bandwidth allocation for the upstream in the telecommunication is known as MPCP protocol
of the messages in the system. The project has both the down and upstream for its functionality.
Some of the results of the high performance can be accomplished by some network topologies
within the provider network. Several simulations have been made to cater for the rise in some
optical units (Vu, Tran, Juntti and Hong 2015). The central topology is introduced during the
workflow to strengthen the simulation, the transmission of data and also helps in the handling of
the network and the upstream traffic scheduling for the completion of the allocation of the
bandwidth. The project majorly focuses on the utilization of the system, the calculation of the
delay and the overall eventuality in the system delay. For proper functionality of all the
networks, bandwidth scheduling becomes one the critical issue that should be looked into. High-
performance networks need adequate bandwidth scheduling with efficient slots within their
networks (Vu, Tran, Juntti and Hong 2015).
Transfer of the significant data in the high-performance networks from all the scope
requires a lot of energy for its daily functionality.Some of the bandwidth scheduling only uses
the old methods which have brought very minimal effort in achieving the quality of the data
transfer within the high-performance network. In the efficient performance of the project, some
models are proposed to give the active data transfer within the high-performance network of a
bandwidth scheduling. Some of the models used include the following, the power down and the
speed scaling which can formulate the bandwidth scheduling which minimizes all the energy

Bandwidth Scheduling For Energy Efficiency In High Networks 10
consumption under the transfer of data deadline and all the constraints and the reliability
(Ghouma and Jaseemuddin 2015).There NP-completeness of the problems can be improved
through the design of an approximation of the algorithm and another heuristic approach which
will consider the issue between the objective optimality and the practicing time cost for the issue
by the use of speed scheduling model. The performance of the superiority of the system is
measured through the analysis of the results based on the simulation and real-time networks with
a comparison of other given networks in the existing methods.Bandwidth is define as the space
thatvallows the flow of data within the given period of time.The strength of the bandwidth is
determined bby the amount of data that passes through any medium of communication. The unit
of a bandwidth is measured in byte or kilobyte per second. For example the system which had
the greater bandwidth is able to transfer the large amount of data than the bandwidth with the
small bandwidth.The system should therefore have characteristics which is able to transfer the
large amount of data at a specific period of time.
1.2 Research purpose
The increase in the number of the performance networks and the production networks
always has the capability of providing the dedicated channels within the system for the high
speed in the transfer of data which will support the significant applications. Due to the above
reason, there is a need for coming up with a project to give the solution the problem during the
transfer of data at high performance. Each of the channels within the networks always consists of
one or more physical links which will be share3d by the various applications for both bandwidth
and time to the reservation. Designing of the efficient algorithm of the scheduling bandwidth will
be critical in maximizing the utilization of the dedication of the network resources within the end
to end transport of the performance requirement. The challenges and problems associated with

Bandwidth Scheduling For Energy Efficiency In High Networks 11
data transfer at high-performance efficiency will be solved by coming up with the best system
which will be able to use the variety of topologies within the network for the different bandwidth
scheduling (Vu, Tran, Juntti and Hong 2015). The bandwidth allocation has also brought a lot
challenges in the field of wireless sensor networks; for this reason, the project is aimed at
surveying the trending bandwidth reservation regarding the current states in the area of study.
The bandwidth scheduling is also considered as time slot allocations in the pure TDMA or
TDMA/CSMA based network systems. In addition to these, bandwidth allocation and scheduling
were traditionally regarded as one of the problems asso9ciated with the various multiplexing
techniques which include FDMA, CDMA, and TDMA; the survey will first examine the
bandwidth allocation and the scheduling approaches in the star kind of topology. All these
approaches will be discussed with all the limitations and strengths the further direction of the
same research in the same field.Bandwidth scheduling with therefore gives some solution from
both the v[private and public network companies which uses the high performance of the
networks.
1.3 Aims of the research
The aim of the research is to
.Design a system with greater bandwidth for efficiency and high performance network
.Compare the functionality of the designed system with the available system within the
field.
.Improve the already available system to meet the quality of high performance bandwidth
of the high network.
1.4 Research questions

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.What are the component requirements of designing a bandwidth with high performance
netwok ?
.What is the efficiency and the performance of the available system in the field?
.What changes should be done to improve on the already existing system in the field?
CHAPTER TWO
LITERATURE REVIEW AND BACKGROUND INFORMATION
2.0 introduction
This chapter discusses the related review about the topic of research as already analyzed
in assignment one above.
2.1 Background context
The theme of bandwidth performance on high efficiency is one of vote reach area of
study that has called for some research and related conferences. The following are the related
study to the research topic.
2.1.2 Resource allocation and the task scheduling algorithm in the cloud
environment
The cloud users had a combination of the computer virtualization, automation of the
software and the connectivity of the internet which could help in the provision of the required
services. The following represents the essential elements of the cloud computing, the client,
server and the connectivity of the network. In this type of research, the cloud computing allows
the user to access both the public and private services within the computer which creates the