General Areas of Interest:
- Web service management
- Business Intelligence & Data warehousing
- Content management
- XML Query Processing & optimization
- XML database management
- Data query in Mobile computing & Sensor networking
- Distributed Transaction management Systems
Topic 1: Big data storage allocation in Cloud computing
The challenge to efficiently archive and manage data is intensifying with the enormous growth of data. The demand for big data storage and management has become a challenge in today's industry. There are multiple types of information and the number of locations stored on the Cloud. Especially, an increasing number of enterprises employ distributed storage systems for storage, management and sharing huge critical business information on the cloud. The same document may be duplicated in several places. The duplication of documents is convenient for retrieval and efficient. However, it will be difficult to update multiple copies of same documents once the data has been modified. How does the data management provide the retrieval of data stored in different locations consistently, efficiently and reliably is a complicated task with multiple objectives. One important open problem is how to make the systems load balancing with minimal update cost. Furthermore, how to make the systems be elastic for effectively utilizing the available resources with the minimal communication cost. Providing effective techniques for designing scalable, elastic, and autonomic multitenant database systems is critical and challenging tasks. In addition, ensuring the security and privacy of the data outsourced to the cloud are also important for the success of data management systems in the cloud.
Topic 2: Adopting NoSQL for Big data management
Big data is well on its way to enormous. It has the great potential to utilize big data for enhancing the customer experience and transform their business to win the market. Big data enables organizations to store, manage, and manipulate vast amounts of data to gain the right knowledge.
Big data is a combination of data-management technologies evolved over time.
How does a company store and access big data to the best advantage? Are traditional DBs still the best option? What does it mean to transform massive amounts of data into knowledge? Obviously, the big data requirements are beyond what the relational database can deliver for the huge volume, highly distributed, and complex structured data. Traditional relational databases were never designed to cope with modern application requirements — including massive amounts of unstructured data and global access by millions of users on mobile devices that require geographic distribution of data.
In this research, we will identify the gap between Enterprise requirements and traditional relational database capabilities to look for other database solutions. We will explore the new technology NoSQL data management for big data to identify the best advantage. We will gain an insights into how technology transitions in software, architecture, and process models are changing in new ways.
Topic 3:Top-k queries in uncertain big data
Effectively extracting reliable and trustworthy information from Big Data has become crucial for large business enterprises. Obtaining useful knowledge for making better decisions to improve business performance is not a trivial task. The most fundamental challenge for Big Data extraction is to handle with the data certainty for emerging business needs such as marketing analysis, future prediction and decision making. It is clear that the answers of analytical queries performed in imprecise data repositories are naturally associated with a degree of uncertainty. However, it is crucial to exploit reliability and accurate data for effective data analysis and decision making. Therefore, this project is to develop and create new techniques and novel algorithms to extract reliable and useful information from massive, distributed and large-scale data repositories.
Topic 4: Feature-based recommendation framework on OLAP
The queries in Online Analytical Processing (OLAP) are user-guided. OLAP is based on a multidimensional data model for complex analytical and ad-hoc queries with a rapid execution time. Those queries are either routed or on-demand revolved around the OLAP tasks. Most such queries are reusable and optimized in the system. Therefore, the queries recorded in the query logs for completing various OLAP tasks may be reusable. The query logs usually contain a sequence of SQL queries that show the action flows of users for their preference, their interests, and their behaviours during the action.
This research project will investigate the feature extraction to identify query patterns and user behaviours from historical query logs. The expected results will be used to recommend forthcoming queries to help decision makers with data analysis. The purpose of this research is to improve the efficiency and effectiveness of OLAP in terms of computation cost and response time.
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www.capstoneprojectideas.com A List of 100 Capstone Project Ideas What is a Capstone project? Defined as a two-semester process, wherein the students will need to work on and pursue research on a problem or question of their choice, a capstone project engages students in debates of their relevant disciplines with the guidance of their professor in order to come up with a relevant, substantial paper to reflect their deep understanding of their topic. Below we've created a list of 100 topic ideas for capstone, divided into five different categories. Nursing Capstone Ideas 1 . Prevention and management of Type III diabetes among Americans 2. Lyme disease prevention among children 3. Increasing access to care among pregnant women in rural areas of the US through public health advocacy 4. Improving pain management among nurses in the post anesthesia care unit 5. Asthma care and education in nursing homes 6. Asthma education program among students 7. Non-pharmacological management for the psychological symptoms of patients with dementia 8. Interventional program for the treatment of obesity among children 9. Improving discharge education and planning among nursing students 10. Prevention of dysfunctional behaviors among dementia patients 1 1 . Medication management intervention across care changes 12. Improving knowledge about HPV and its vaccine among patients 13. Prevention of rehabilitation readmissions for stroke patients 14. Promoting infant health through postpartum breastfeeding support 15. The use of probiotics in the prevention of antibiotic caused diarrhea 16. A strategic planning approach for patient-centered medical facilities 17. A review of sexually transmitted diseases among college women related to lack of behavioral health intervention 18. A thorough review of visitation models within the context of family and patient centered care 19. The relationship between sense of competence and nursing certification 20. Screening of sleep apnea among patients with heart failure Check more nursing capstone project ideas >>> Technology Capstone Projects 1 . A thorough review of applications that require human interactions (natural language processing) www.capstoneprojectideas.com 2. Mobile learning: How mobile applications open better learning for students 3. A review of intelligent systems helping businesses arrive at a wise decision 4. Computer recognition /vision in recognizing animal breeds 5. Network, data and computer security and the biggest challenges 6. Web-based training implementation plan for the healthcare sector 7. Satellite earth station equipment automation 8. A strategic perspective on assessing IT functions 9. Emergency recovery plan and implementation 10. Automation documentation for accounting systems 1 1 . Technical support system with affordable intranet technology 12. A review of automation in retrieval of materials from storage 13. Technology planning guide and training among educators in Georgia 14. PC optimum stock requirements analysis program 15. A comprehensive guide on RFID security 16. A workflow management system among the army corps 17. Review of web monitoring of lightweight gadgets or devices 18. Inventory management system for small scale businesses 19. A review of a network navigation system security 20. A review of online vehicle rental systems Check more technology capstone project ideas >>> Engineering Capstone Research Topics 1 . Contracts of construction projects 2. The development of integrated management system for choosing equipment and method to use for excavation irrigation 3. Schedule control of construction in the oil sector of Iraq 4. Evaluation system for work progress through standard weights 5. Control and management of on-site constructions 6. The use of a computer interactive model in terms of project improvement and evaluation 7. Enhancing cost in reconstruction projects 8. Evaluating construction management performance through developing an interactive computer system 9. Developing management systems when selecting construction methods and approaches in execution of engineering projects 10. Designing cost evaluation guide and standards for industrial buildings www.capstoneprojectideas.com 1 1 . The effect of project management in quality control 12. Designing a management system to control on-site construction material usage 13. Designing value engineering management system for Iraq construction projects 14. CPM implementation to avoid and control time delays in engineering projects 15. Applying engineering management system for quality control using ISO-9000 guidelines 16. Value management implementation in terms of designing works in relation to cost 17. Design of a management system for selecting the kind of contract and its approach of execution in projects 18. Designing a resource management technology for successful management of construction projects 19. Designing an integrated management system for control of quality with ISO-9000 guidelines 20. Designing an interactive system to control construction site cost Check more engineering capstone project ideas >>> Computer Science Capstone Ideas 1 . Designing mobile website for residential life 2. Developing a math placement test 3. Classification and detection of bacteria from an image 4. Designing convex zipper folding 5. The use of stock prediction with neural networks 6. Designing an ecommerce for a building supply and construction company 7. Designing an online survey system 8. Designing visualization through Open Source WordNet 9. Developing a battlefield strategy game with (name of software) 10. Game theory in analysis of algorithms 1 1 . Designing and implementing an estate valuation modeling system 12. Designing an automated report aid 13. The use of Smartphone interface for e-medical record and management systems 14. Developing a finance manager software for business 15. Designing and implementing a computer-based bank verification number system 16. Developing a business information system for the retail industry 17. Designing and implementing an integrated tourism multimedia management system 18. Designing and implementing a computerized examination system for human resource management 19. Designing a computerized insurance application and registration software www.capstoneprojectideas.com 20. Automating market based analysis Check more computer science capstone project ideas >>> Business Capstone Project Topics 1 . Crisis management and business continuity 2. Supplier relationship management and its role in business 3. Developing a property market management system for business 4. Review of supply chain management in the construction industry 5. A comprehensive review on social enterprise and non-profit 6. A study of enterprise risk management and its role in sustainable growth 7. Women empowerment in microfinance 8. Designing risk assessment and decision making system in the business sector 9. Studying share price based on interest rates 10. Analysis of bank profitability: comparing local and international banks in the US 1 1 . A review of the effects of free cash flow on a firm's profitability 12. Designing total quality management system in business 13. Collaboration and stakeholders between enterprises 14. Strategic analysis of the hotel industry's business practices in (country name) 15. Services management in the restaurant sector in (country name) 16. Designing an effective franchising system 17. A look into the major challenges of legal aspects of business 18. Cross cultural management and its effects on productivity 19. Industrialization and globalization among Chinese businesses 20. International business and business law in (country name): a comprehensive analysis Check more business capstone project ideas >>> There you have our list of 100 capstone project ideas we've collected for you. Should you require further assistance, feel free to visit www.CapstoneProiectldeas.com today!