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Latest Research
Topics on Cloud
Computing
Adaptive Computing-plus-communication
Optimization Framework For Multimedia
Processing In Cloud Systems
A joint computing-plus-communication optimization
framework exploiting virtualization technologies, can be
known as MMGREEN can be proposed. To improve
energy efficiency in cloud data centers is to rely on traffic
engineering techniques to dynamically adapt the number
of active servers to the current workload.
WWW.ThesisScientist.com
A Two-level Load Balancing Method With
Dynamic Strategy For Cloud Computing
A dynamic two-level scheduling method for cloud
balancing can be presented. The method will not only
focus on task scheduling, but will also consider resource
utilization.
A Model To Evaluate The Credibility Of
Service In Cloud Computing Environment
In this topic, a model to evaluate the credibility of
services in cloud computing environments based on
multi-factor can be proposed. The trust evidence, the
scene and time will classified as service credibility
impact factors.
Data Location Aware Scheduling For
Virtual HADOOP Cluster Deployment On
Private Cloud Computing Environment
In this topic, a provisioning strategy with data-
location aware deployment for virtual cluster can be
proposed, as to localize and provision the cluster near
to the storage. This mechanism will reduce the
network distance between virtual cluster and storage.
Truthful Workflow Scheduling In Cloud
Computing Using Hybrid PSO-ACO
For such scheduling on the set of resources, a new
truthful mechanism can be proposed. The new hybrid
PSO-ACO algorithm can be implemented to achieve
two main objectives minimizing cost and time.
Cloud Computing Intelligent Data-driven
Model: Connecting The Dots To Combat
Global Terrorism
An analytical model can be known as Cloud Terror
Alert (CTA) can be developed and implemented it
within a cloud-based environment that will analyze
GTD data to aid collaboration and decision making by
counter-terrorist security agents around the world.
Cloud Storage Architecture With Meta-data
Service Layer In Cloud Computing
In order to improve the system reliability and
performance, a cloud storage architecture with a meta-
data service layer can be proposed. The architecture is a
distributed file storage system based on the master-slave
architecture, which will use multiple proxy servers of the
meta-data server to establish a peer-to-peer meta-data
service layer.
Critical Path Based Scheduling Algorithm
For Workflow Applications In Cloud
Computing
In this topic, a critical path based workflow scheduling
algorithm for cloud computing environment can be
proposed whose main aim is to meet the deadline by
finding critical path tasks and reduce overall execution
cost of workflow application.
WWW.ThesisScientist.com
A Framework For Cloud Computing Use To
Enhance Job Productivity
A framework on demography, Cloud characteristics
and learning styles for Cloud computing usage,
documentation and productivity can be proposed. This
work will use a systematic and methodological plan to
coordinate research for optimum resource allocation.
A Proposed System Concept On Enhancing
The Encryption And Decryption Method For
Cloud Computing
A framework on demography, Cloud characteristics
and learning styles for Cloud computing usage,
documentation and productivity can be proposed. This
work will use a systematic and methodological plan to
coordinate research for optimum resource allocation.
A Method For Trust Management In Cloud
Computing: Data Coloring By Cloud
Watermarking
In this topic, a data coloring method based on cloud
watermarking to recognize and ensure mutual
reputations can be proposed.
An Efficient Cloud Storage Model For
Cloud Computing Environment
A cloud storage model for cloud computing
environment can be proposed. This model will consider
the relation between the cloud structures; service
provider, application, and user.
A New Cloud Computing Architecture For
The Classification Of Remote Sensing Data
Here, a new distributed architecture for supervised
classification of large volumes of earth observation
data on a cloud computing environment can be
presented. The architecture will support distributed
execution, network communication, and fault tolerance
in a transparent way to the user.
WWW.ThesisScientist.com
Adaptive Deadline Based Dependent Job
Scheduling Algorithm In Cloud Computing
The objective of this work is to minimize the make span
of the job, to improve the processor utilization
irrespective with the cloud environment. Hence, a novel
approach called Adaptive Deadline Based Dependent
Job Scheduling (A2DJS) algorithm in cloud computing
can be presented that will comprise of three major
components as job manager, data center and VM
creation.
Green Algorithm To Reduce The Energy
Consumption In Cloud Computing Data
Centers
A novel scheduling algorithm aimed at reducing
energy consumption in cloud computing datacenters
can be proposed, with the objective to save the
environment.
A Parallel Random Forest Algorithm For Big
Data In A Spark Cloud Computing
Environment
A Parallel Random Forest (PRF) algorithm for big data
on the Apache Spark platform can be presented. The
PRF algorithm will be optimized based on a hybrid
approach combining data-parallel and task-parallel
optimization.
In this topic, a resource scheduling problem can be
modeled as a UMM (Utility Maximization Model) to
optimize the VM (Virtual Machine) placement policy
and a GP (Gradient Projection) algorithm for solving
Lagrange problem and optimization can be proposed.
Utility Optimization Strategy Of Resource
Scheduling In Cloud Computing
Load Balancing Task Scheduling Based On
Multi-population Genetic Algorithm In
Cloud Computing
In this topic, a Multi-Population Genetic Algorithm
(MPGA) considering load balancing can be adopted for
solving task scheduling problems in cloud environment
instead of Genetic Algorithm to avoid premature
convergence. In order to boost the search efficiency, the
min-min and max-min algorithm can be used for the
population initialization.
A Distributed Autonomic Management
Framework For Cloud Computing
Orchestration
An autonomic framework to create virtual machines
migrations and heuristics can be proposed to select hosts
to be activated or deactivated when needed.
General Framework For Task Scheduling
And Resource Provisioning In Cloud
Computing Systems
In this topic, a general framework for task scheduling
and resource provisioning in cloud computing systems
with dynamic customizability can be proposed.
A Mobile Cloud Computing Model
Using The Cloudlet Scheme For Big
Data Applications
Here, an efficient Mobile Cloud Computing model can
be introduced based on the Cloudlet scheme. A master-
cloudlet management scheme can be proposed to
organize the communication between the cloudlets
themselves.
A New Block-based Data Distribution
Mechanism In Cloud Computing
A new block-based data distribution mechanism for
cloud computing can be proposed. Instead of using the
whole file as a unit of delivery, a file can be divided into
blocks to improve the efficiency. A scheduling algorithm
can also be designed to manage the delivery of blocks to
all receivers.
Any queries?
You can find us at WWW.ThesisScientist.com

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Latest Research Topics on Cloud Computing

  • 1. Latest Research Topics on Cloud Computing
  • 2. Adaptive Computing-plus-communication Optimization Framework For Multimedia Processing In Cloud Systems A joint computing-plus-communication optimization framework exploiting virtualization technologies, can be known as MMGREEN can be proposed. To improve energy efficiency in cloud data centers is to rely on traffic engineering techniques to dynamically adapt the number of active servers to the current workload. WWW.ThesisScientist.com
  • 3. A Two-level Load Balancing Method With Dynamic Strategy For Cloud Computing A dynamic two-level scheduling method for cloud balancing can be presented. The method will not only focus on task scheduling, but will also consider resource utilization.
  • 4. A Model To Evaluate The Credibility Of Service In Cloud Computing Environment In this topic, a model to evaluate the credibility of services in cloud computing environments based on multi-factor can be proposed. The trust evidence, the scene and time will classified as service credibility impact factors.
  • 5. Data Location Aware Scheduling For Virtual HADOOP Cluster Deployment On Private Cloud Computing Environment In this topic, a provisioning strategy with data- location aware deployment for virtual cluster can be proposed, as to localize and provision the cluster near to the storage. This mechanism will reduce the network distance between virtual cluster and storage.
  • 6. Truthful Workflow Scheduling In Cloud Computing Using Hybrid PSO-ACO For such scheduling on the set of resources, a new truthful mechanism can be proposed. The new hybrid PSO-ACO algorithm can be implemented to achieve two main objectives minimizing cost and time.
  • 7. Cloud Computing Intelligent Data-driven Model: Connecting The Dots To Combat Global Terrorism An analytical model can be known as Cloud Terror Alert (CTA) can be developed and implemented it within a cloud-based environment that will analyze GTD data to aid collaboration and decision making by counter-terrorist security agents around the world.
  • 8. Cloud Storage Architecture With Meta-data Service Layer In Cloud Computing In order to improve the system reliability and performance, a cloud storage architecture with a meta- data service layer can be proposed. The architecture is a distributed file storage system based on the master-slave architecture, which will use multiple proxy servers of the meta-data server to establish a peer-to-peer meta-data service layer.
  • 9. Critical Path Based Scheduling Algorithm For Workflow Applications In Cloud Computing In this topic, a critical path based workflow scheduling algorithm for cloud computing environment can be proposed whose main aim is to meet the deadline by finding critical path tasks and reduce overall execution cost of workflow application. WWW.ThesisScientist.com
  • 10. A Framework For Cloud Computing Use To Enhance Job Productivity A framework on demography, Cloud characteristics and learning styles for Cloud computing usage, documentation and productivity can be proposed. This work will use a systematic and methodological plan to coordinate research for optimum resource allocation.
  • 11. A Proposed System Concept On Enhancing The Encryption And Decryption Method For Cloud Computing A framework on demography, Cloud characteristics and learning styles for Cloud computing usage, documentation and productivity can be proposed. This work will use a systematic and methodological plan to coordinate research for optimum resource allocation.
  • 12. A Method For Trust Management In Cloud Computing: Data Coloring By Cloud Watermarking In this topic, a data coloring method based on cloud watermarking to recognize and ensure mutual reputations can be proposed.
  • 13. An Efficient Cloud Storage Model For Cloud Computing Environment A cloud storage model for cloud computing environment can be proposed. This model will consider the relation between the cloud structures; service provider, application, and user.
  • 14. A New Cloud Computing Architecture For The Classification Of Remote Sensing Data Here, a new distributed architecture for supervised classification of large volumes of earth observation data on a cloud computing environment can be presented. The architecture will support distributed execution, network communication, and fault tolerance in a transparent way to the user. WWW.ThesisScientist.com
  • 15. Adaptive Deadline Based Dependent Job Scheduling Algorithm In Cloud Computing The objective of this work is to minimize the make span of the job, to improve the processor utilization irrespective with the cloud environment. Hence, a novel approach called Adaptive Deadline Based Dependent Job Scheduling (A2DJS) algorithm in cloud computing can be presented that will comprise of three major components as job manager, data center and VM creation.
  • 16. Green Algorithm To Reduce The Energy Consumption In Cloud Computing Data Centers A novel scheduling algorithm aimed at reducing energy consumption in cloud computing datacenters can be proposed, with the objective to save the environment.
  • 17. A Parallel Random Forest Algorithm For Big Data In A Spark Cloud Computing Environment A Parallel Random Forest (PRF) algorithm for big data on the Apache Spark platform can be presented. The PRF algorithm will be optimized based on a hybrid approach combining data-parallel and task-parallel optimization.
  • 18. In this topic, a resource scheduling problem can be modeled as a UMM (Utility Maximization Model) to optimize the VM (Virtual Machine) placement policy and a GP (Gradient Projection) algorithm for solving Lagrange problem and optimization can be proposed. Utility Optimization Strategy Of Resource Scheduling In Cloud Computing
  • 19. Load Balancing Task Scheduling Based On Multi-population Genetic Algorithm In Cloud Computing In this topic, a Multi-Population Genetic Algorithm (MPGA) considering load balancing can be adopted for solving task scheduling problems in cloud environment instead of Genetic Algorithm to avoid premature convergence. In order to boost the search efficiency, the min-min and max-min algorithm can be used for the population initialization.
  • 20. A Distributed Autonomic Management Framework For Cloud Computing Orchestration An autonomic framework to create virtual machines migrations and heuristics can be proposed to select hosts to be activated or deactivated when needed.
  • 21. General Framework For Task Scheduling And Resource Provisioning In Cloud Computing Systems In this topic, a general framework for task scheduling and resource provisioning in cloud computing systems with dynamic customizability can be proposed.
  • 22. A Mobile Cloud Computing Model Using The Cloudlet Scheme For Big Data Applications Here, an efficient Mobile Cloud Computing model can be introduced based on the Cloudlet scheme. A master- cloudlet management scheme can be proposed to organize the communication between the cloudlets themselves.
  • 23. A New Block-based Data Distribution Mechanism In Cloud Computing A new block-based data distribution mechanism for cloud computing can be proposed. Instead of using the whole file as a unit of delivery, a file can be divided into blocks to improve the efficiency. A scheduling algorithm can also be designed to manage the delivery of blocks to all receivers.
  • 24. Any queries? You can find us at WWW.ThesisScientist.com