Cloud computing is a technology of buying or selling resources, applications, software, and storage services from service providers. Also, the cloud can supply the required computing service regardless of end-user system setup and locality. This article is deal with highly demanding Cloud Computing PhD Topics with its future research developments.
In the cloud storage, the automated multimedia information is stored in the centralized pools which are collectively called the “Cloud”. In general, the physical storage extends into many servers (may be located in different places) and is maintained in it. But, cloud storage, takes complete responsibility for physical to environmental management. And, the authorized user can also easily access and avail of the services anywhere and anytime.
What is the Best Cloud Storage?
- Ensure the maximum fault tolerance by data supply and redundancy
- Ultimately consistent relating to data duplications
- By means of versioned copies, assure the increased durability
- Though cloud is furnished with an inclusive set of distributed resources, it acts as either cooperative cloud or federated cloud design
The primary entities of cloud computing are classified into 3 categories which are given as follows. These entities are collectively formed together as a cloud computing architecture.
What are the Main Components of Cloud Computing?
- Back-end platforms – Storage and Servers
- Front-end platform – Mobile, Thin User, and Fat User
- Network – Intranet, Intercloud, and Internet
- Cloud-based Distribution – Service and Application
In the beginning, the resources are shared based on the physical wires. Now, it simply this process by substituting with cloud computing provisioning approach. Through this technique, we can easily share the services, platform, resources, applications, and infrastructure from any distant place through the internet.
For instance: let’s see real-time cloud storage for deployment and host purposes.
- Object Storage Software – Openstack Swift
- Distributed Storage System – VISION Cloud and OceanStore
- Object Storage Systems – Hitachi Content Platform, EMC ECS, and EMC Atmos
- Object Storage Services – Oracle Cloud Storage, MS Azure Storage, and Amazon S3
We have long-term experienced research teams who are passionate to provide a nonstop unique good impact on the Cloud Computing research field. Certainly, our contribution springs out the new side of cloud computing’s practical and hypothetical work.
- Resource-Aware Service Composition
- Semantic Knowledge Engineering Analysis
- Data Security Challenges and Solutions
- Cloud Scalability and Interoperability
- Integration of Cloud Computing with Big data
- Small and Middle-Sized Business Intelligence
- Advanced Computational and Artificial Intelligence
- Computational Learning and Thinking Analysis
- Cloud-based Soft computing Models and Applications
- Modern Cloud-based Manufacturing Applications
- Remote Industrial Control and Monitoring Systems
- Internet Production Technology and Services
- Software Engineering and Development Strategies
- Cooperative and Distributed Computing for Embedded System
In recent times, hybrid technologies are followed to enhance the scheduling process. For instance: Incorporating the heuristic algorithms with deep learning techniques will yield effective results in scheduling performance. Further, nature-inspired algorithms can also include increasing the robustness of this method. In the future, these hybridization techniques are expected to employ single or multiple objective task scheduling.
Latest Cloud Computing PhD Topics
- Integrating Hybrid Cloud Systems
- Higher degree of flexibility/scalability which is more suits for corporate
- Comprises more options for data placement and deployment
- Minimized operational costs
- Supports data distribution
- Industry-specific Cloud Systems
- Inclusive cloud infrastructure with minimum cost and downtime
- Modernize the company’s internal process through personalized characteristics
- For instance: life sciences, healthcare sector, financial banking, and more
- Migration to private cloud
- Numerous companies are currently using Private cloud systems
- Custom-made data processing approach make the business process more efficient
- Main Characteristics: Self-Service and Scalability
- Hybrid Cloud
- It can combine two or more cloud systems into one to form the hybrid cloud technique
- For instance: Integrate third-part cloud with public cloud and private cloud
- Multi-Cloud Strategies
- Suits for companies preferring standalone cloud storage (database)
- Segment the single platform into multiple servers based on data nature and orientation
- Integrate the multi-clouds to improve the functionalities that avoid unnecessary data load
Further, if you want to know more about Cloud Computing PhD Topics, then communicate with us. We will provide you with end-to-end research and development support at your needy time. We are here to direct you in the right direction from the initial step of research till the PhD degree holding step. For your knowledge, we have listed the points which we follow in the research phase.
How to start the research in Cloud Computing?
- Initially, figure out your desired research topic in cloud computing.
- For that, gather the current research areas in cloud computing and find out your interested area
- Next, go through at least 120+ research papers which is related to your handpicked area
- After that, perform a thorough literature survey and create a summary of your novel topic
- Then, confirm with your dataset and methodologies to be used for solving your research problem
- Finally, prepare the research proposal and implementation plan for your topic
Next in the development phase, the first step to carry out is choosing the appropriate tools and technologies which sure to yield accurate results at the end of execution. Below, we have bulletined some widely used languages for the cloud computing field.
Programming Languages for Cloud Computing
- Groovy
- Node.js
- C and C++
- Go, Python
- Ruby
- Yacc and Lex
- Perl and Java
- Clojure and Scala
- JavaScript and Shell script
In addition, we also have given you the deep learning approaches followed by Meta-heuristic Algorithms that boost up the performance of the Cloud computing projects. Based on our experience, we found out these entire algorithms play a key role in simplifying and enhancing cloud system operations.
Deep Learning Models for Cloud Computing Projects
- YOLO
- GoogLeNet
- DeepFace
- CNN
- DetectNet
- VGG16
- FaceNet
- LSTM
- MobileNet
- DeepSense
- AlexNet
The below specified Meta-heuristic Algorithms help you to improve the optimization of the proposed solutions for solving your selected research problem. And, these are classified under three categories: Evolutionary Algorithms, Physics-based Algorithms, and Swarm-based Algorithms.
Meta-heuristic Algorithms for Cloud Computing
- Evolutionary Algorithms
- Evolution Approaches
- Probability Learning
- Biogeography Based Optimizer (BBO)
- Genetic Programming and Algorithm
- Physics-base Algorithms
- Black Hole (BH) Algorithm
- Light Ray Optimization Algorithm
- Central Force Optimization (CFO)
- Charged System Search (CSS)
- Curved Space Optimization (CSO)
- Gravitational Search Algorithm (GSA)
- Simulated Annealing (SA)
- Galaxy based Search Algorithm (GbSA)
- Hybrid Artificial Chemical Reaction (HACR)
- Big-Bang Big-Crunch (BB-BB) Optimization
- Swarm-based Algorithms
- Mouth Brooding Fish
- Dolphin Swarm / Partner Optimization
- Dragonfly Algorithm
- Henry Gas Solubility Optimization (HGSO)
- Wasp Swarm Algorithm
- Particle Swarm Optimization (PSO)
- Grasshopper Optimization Algorithm (GOA)
- Honey Bee Optimization (HBO)
- Hetznet Cloud
Once the development process is completed, then it is essential to evaluate the overall performance of the system to prove that your proposed work is better than the existing work. We guide you to choose an interesting novel cloud computing PhD topics. So, we have given some important performance parameters that are used in cloud computing systems
Performance Metrics for Cloud Computing
- Finish Time
- Size of Key
- Response Time
- Link Encryption
- Times Response Time
- Tasks Cost
- Throughput Time
- Key Encryption
- Authentication Time
- Task Completion Time
- Time of Task
- Average Run Time
- Cost of Communication
- Actual Computation Cost
- Advanced Encryption Standard
Furthermore, if you are seeking innovative Cloud Computing PhD Topics, then communicate with us. We are ready to share our newly handpicked research ideas with you.
Milestones
MILESTONE 1: Research Proposal
Finalize Journal (Indexing)
Before sit down to research proposal writing, we need to decide exact journals. For e.g. SCI, SCI-E, ISI, SCOPUS.
Research Subject Selection
As a doctoral student, subject selection is a big problem. Phdservices.org has the team of world class experts who experience in assisting all subjects. When you decide to work in networking, we assign our experts in your specific area for assistance.
Research Topic Selection
We helping you with right and perfect topic selection, which sound interesting to the other fellows of your committee. For e.g. if your interest in networking, the research topic is VANET / MANET / any other
Literature Survey Writing
To ensure the novelty of research, we find research gaps in 50+ latest benchmark papers (IEEE, Springer, Elsevier, MDPI, Hindawi, etc.)
Case Study Writing
After literature survey, we get the main issue/problem that your research topic will aim to resolve and elegant writing support to identify relevance of the issue.
Problem Statement
Based on the research gaps finding and importance of your research, we conclude the appropriate and specific problem statement.
Writing Research Proposal
Writing a good research proposal has need of lot of time. We only span a few to cover all major aspects (reference papers collection, deficiency finding, drawing system architecture, highlights novelty)
MILESTONE 2: System Development
Fix Implementation Plan
We prepare a clear project implementation plan that narrates your proposal in step-by step and it contains Software and OS specification. We recommend you very suitable tools/software that fit for your concept.
Tools/Plan Approval
We get the approval for implementation tool, software, programing language and finally implementation plan to start development process.
Pseudocode Description
Our source code is original since we write the code after pseudocodes, algorithm writing and mathematical equation derivations.
Develop Proposal Idea
We implement our novel idea in step-by-step process that given in implementation plan. We can help scholars in implementation.
Comparison/Experiments
We perform the comparison between proposed and existing schemes in both quantitative and qualitative manner since it is most crucial part of any journal paper.
Graphs, Results, Analysis Table
We evaluate and analyze the project results by plotting graphs, numerical results computation, and broader discussion of quantitative results in table.
Project Deliverables
For every project order, we deliver the following: reference papers, source codes screenshots, project video, installation and running procedures.
MILESTONE 3: Paper Writing
Choosing Right Format
We intend to write a paper in customized layout. If you are interesting in any specific journal, we ready to support you. Otherwise we prepare in IEEE transaction level.
Collecting Reliable Resources
Before paper writing, we collect reliable resources such as 50+ journal papers, magazines, news, encyclopedia (books), benchmark datasets, and online resources.
Writing Rough Draft
We create an outline of a paper at first and then writing under each heading and sub-headings. It consists of novel idea and resources
Proofreading & Formatting
We must proofread and formatting a paper to fix typesetting errors, and avoiding misspelled words, misplaced punctuation marks, and so on
Native English Writing
We check the communication of a paper by rewriting with native English writers who accomplish their English literature in University of Oxford.
Scrutinizing Paper Quality
We examine the paper quality by top-experts who can easily fix the issues in journal paper writing and also confirm the level of journal paper (SCI, Scopus or Normal).
Plagiarism Checking
We at phdservices.org is 100% guarantee for original journal paper writing. We never use previously published works.
MILESTONE 4: Paper Publication
Finding Apt Journal
We play crucial role in this step since this is very important for scholar’s future. Our experts will help you in choosing high Impact Factor (SJR) journals for publishing.
Lay Paper to Submit
We organize your paper for journal submission, which covers the preparation of Authors Biography, Cover Letter, Highlights of Novelty, and Suggested Reviewers.
Paper Submission
We upload paper with submit all prerequisites that are required in journal. We completely remove frustration in paper publishing.
Paper Status Tracking
We track your paper status and answering the questions raise before review process and also we giving you frequent updates for your paper received from journal.
Revising Paper Precisely
When we receive decision for revising paper, we get ready to prepare the point-point response to address all reviewers query and resubmit it to catch final acceptance.
Get Accept & e-Proofing
We receive final mail for acceptance confirmation letter and editors send e-proofing and licensing to ensure the originality.
Publishing Paper
Paper published in online and we inform you with paper title, authors information, journal name volume, issue number, page number, and DOI link
MILESTONE 5: Thesis Writing
Identifying University Format
We pay special attention for your thesis writing and our 100+ thesis writers are proficient and clear in writing thesis for all university formats.
Gathering Adequate Resources
We collect primary and adequate resources for writing well-structured thesis using published research articles, 150+ reputed reference papers, writing plan, and so on.
Writing Thesis (Preliminary)
We write thesis in chapter-by-chapter without any empirical mistakes and we completely provide plagiarism-free thesis.
Skimming & Reading
Skimming involve reading the thesis and looking abstract, conclusions, sections, & sub-sections, paragraphs, sentences & words and writing thesis chorological order of papers.
Fixing Crosscutting Issues
This step is tricky when write thesis by amateurs. Proofreading and formatting is made by our world class thesis writers who avoid verbose, and brainstorming for significant writing.
Organize Thesis Chapters
We organize thesis chapters by completing the following: elaborate chapter, structuring chapters, flow of writing, citations correction, etc.
Writing Thesis (Final Version)
We attention to details of importance of thesis contribution, well-illustrated literature review, sharp and broad results and discussion and relevant applications study.
How PhDservices.org deal with significant issues ?
1. Novel Ideas
Novelty is essential for a PhD degree. Our experts are bringing quality of being novel ideas in the particular research area. It can be only determined by after thorough literature search (state-of-the-art works published in IEEE, Springer, Elsevier, ACM, ScienceDirect, Inderscience, and so on). SCI and SCOPUS journals reviewers and editors will always demand “Novelty” for each publishing work. Our experts have in-depth knowledge in all major and sub-research fields to introduce New Methods and Ideas. MAKING NOVEL IDEAS IS THE ONLY WAY OF WINNING PHD.
2. Plagiarism-Free
To improve the quality and originality of works, we are strictly avoiding plagiarism since plagiarism is not allowed and acceptable for any type journals (SCI, SCI-E, or Scopus) in editorial and reviewer point of view. We have software named as “Anti-Plagiarism Software” that examines the similarity score for documents with good accuracy. We consist of various plagiarism tools like Viper, Turnitin, Students and scholars can get your work in Zero Tolerance to Plagiarism. DONT WORRY ABOUT PHD, WE WILL TAKE CARE OF EVERYTHING.
3. Confidential Info
We intended to keep your personal and technical information in secret and it is a basic worry for all scholars.
- Technical Info: We never share your technical details to any other scholar since we know the importance of time and resources that are giving us by scholars.
- Personal Info: We restricted to access scholars personal details by our experts. Our organization leading team will have your basic and necessary info for scholars.
CONFIDENTIALITY AND PRIVACY OF INFORMATION HELD IS OF VITAL IMPORTANCE AT PHDSERVICES.ORG. WE HONEST FOR ALL CUSTOMERS.
4. Publication
Most of the PhD consultancy services will end their services in Paper Writing, but our PhDservices.org is different from others by giving guarantee for both paper writing and publication in reputed journals. With our 18+ year of experience in delivering PhD services, we meet all requirements of journals (reviewers, editors, and editor-in-chief) for rapid publications. From the beginning of paper writing, we lay our smart works. PUBLICATION IS A ROOT FOR PHD DEGREE. WE LIKE A FRUIT FOR GIVING SWEET FEELING FOR ALL SCHOLARS.
5. No Duplication
After completion of your work, it does not available in our library i.e. we erased after completion of your PhD work so we avoid of giving duplicate contents for scholars. This step makes our experts to bringing new ideas, applications, methodologies and algorithms. Our work is more standard, quality and universal. Everything we make it as a new for all scholars. INNOVATION IS THE ABILITY TO SEE THE ORIGINALITY. EXPLORATION IS OUR ENGINE THAT DRIVES INNOVATION SO LET’S ALL GO EXPLORING.
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