My inspiration to study database management and data mining is the culmination of my experiences in various domains. I was initially drawn to data mining while I was working on the project, “Data Acquisition system-(Temperature and humidity) and controlling temperature” in Bharat Dynamics Limited (BDL). The goal of this project is to predict the changes in weather and adjust the temperature accordingly to maintain a stable temperature for the room. My work involved the collection of temperature and humidity information from different locations. Later, this information was stored in a database to monitor the changes in the readings continuously. The real challenge for me was to analyze the pattern from the large amount of data being collected. This made me realize the importance of data mining tools for extracting desired information from a database.
To facilitate my interest in data mining, I took up an online course on Python. My motivation further was its relevant libraries, which are widely used for data mining applications. During this course, I built a program to monitor news feeds over the internet. This program filters the news and alerts the user when it notices a news story that matches that user's
…show more content…
They discussed about the problems faced by cloud service providers in meeting the bandwidth and storage requirement for handling huge amounts of data. I realized that there is a great demand for developing effective data management solutions for cloud. I have researched about practical solutions of applying data deduplication for cloud systems. By removing the redundant data in the servers, cloud providers can reduce the cost involved in meeting the storage requirements. This inspired me to work on my research paper ‘Data Deduplication in Cloud Storage’. I discussed about different techniques to perform deduplication at both client and server
Hadoop [8] is an open source implementation of MapReduce programming model which runs in a distributed environment. Hadoop consists of two core components namely Hadoop Distributed File System (HDFS) and the MapReduce programming with the job management framework. HDFS and MapReduce both follow the master-slave architecture. A Hadoop program (client) submits a job to the MapReduce framework through the jobtracker which is running on the master node. The jobtracker assigns the tasks to the tasktrackers running on many slave nodes or on a cluster of machines.
On Friday night, the annual Ely TIgers vs. DIllard Panthers football game was played. On the last play of the 4th quarter, Donnell Wilson made a touchdown pass that won the game. Although some say that the catch was not that great, I think it was due to the fact that he passed his defensive back, leaped to make the catch,and scored the winning touchdown. Part of what made this a great catch was Donnell leaping into the air to catch it. “Wilson made a leaping catch and landed safely in the end-zone capping an improbable come from behind win for the Tigers.”
In contrast to previous Deduplication i.e. traditional Deduplication system/architecture in the cloud, this is i.e. Private cloud concept is a fresh entity launched for smooth the progress of consumer’s secure utilization of service provided by cloud. In particular, the fact that the computing assets at user’s side which are controlled moreover a public cloud is not that totally trusted in practical practice, while a private cloud is capable to make available data/file owner with implementation surroundings and make an infrastructure work effectively as a boundary between the owner and a public
In developing a database, one of the first things one must know is how the database(DB) will be used within the organization. Seconda,y what type of data will be required to develop the database and how it will enhance productivity and reliability to the organization. All the information is gathered in the first phase of the database life cycle, which is planning. In the planning phase, you are gathering information on the need, cost and feasibility of the database within the organization. Also within this phase you would look to see if there are databases within the organization that can meet the requirements.
Prevalent storage choices include the S3 (Amazon Simple Storage Service), EBS (Elastic Block Store) and Amazon CloudFront. Amazon Simple Storage Service offers Web Service based storage and it is a totally redundant storage offering that can process any amount of data at anytime and anywhere on the Web. It can be used for backup, record and calamity recovery, and content storage, allocation and data analysis storage. S3 is current as part of the free Amazon Elastic Compute Cloud (EC2) tier service for 5GB of storage, 20,000 Get Needs or 5,000 Put Needs per month.
My experience and proficiency with programming languages, linear algebra, algorithms and database concepts is supported by the following facts: Undergraduate and Graduate School Coursework: 1. In the 3rd semester of my undergraduate program, I had to take a C, C++ programming course and a programming lab. These courses introduced me to both the theoretical and practical applications of the programming languages. 2.
The ERA failed from a number of different reasons. Those fighting for the ERA partially took the wrong approach. Many tactics hurt the campaign rather than helping it. The ERA did not get many of the supporters needed to pass the Amendment. A vast majority of women enjoyed their roles as housewife and mother.
Resources are consumed less through the use of intelligent solutions, one of them being cloud storage (Tziritas et al., 2013; Goulart, 2012). 2. The C_Software program which improves live migration in IT is a proof that the roles of IT specialists are bound to change with the adoption of cloud computing (Fejzaj, Tafa & Kajo, 2012; Wenzel, 2011). 3. All companies should follow in the steps of iPayroll Ltd and adapt the models of cloud computing that most SMEs are running for in order to realize the true value of cloud computing programs (Kevany, 2012; Misra & Mondal, 2012).
David Ward Dr. Powell Principles of Info Systems November 12, 2015 Cloud Project The purpose of this project is to investigate different cloud services that are being offered in today’s marketplace, analyze their different benefits as well as negatives, and pick a company who offers services that suits my business best. Regardless of what website we are looking at, all of the websites are offering the same thing, which is a cloud service. Cloud computing service providers can provide IT services, ranging from storage space all the way to complete applications. This has become a viable service, as these companies have the ability to provide IT services with higher quality and more efficiently than their customers can.
2.7 Observations from GMPCS Model Based on the above model, several observations can be made as follows. Observation_1: According to an interoperability feature between CSPs, a storage service will be hosted over a pool of resources that are in different geographical locations. Furthermore, different technologies, protocols, and security strategies are applied by each CSP within its datacentres to facilitate managing an environment to protect both resources and data. The technologies and strategies, therefore, might be disparate in terms of efficiency, and the type of storage network or storage system might be varied as well.
Below is some of my work that requires data analytics to improve healthcare quality and revenue cycle.
After separating from Britain the founding fathers formed the Articles of Confederation. The Articles of Confederation and its ideas ended up being a disaster in the founders picture of a functioning government. With no right to tax citizens the national and state governments they could not raise money. This caused serious civil unrest an led to the drafting of the constitution in 1781. The constitution brought about many important changes, with the most influential on politics being checks and balances.
(Seife, 299). News websites like CNN.com, BBC.com monitors, what kind of things people look at and then when they visit the website next time, website shows, what they want to see. This cause to limit people from learning new things
My job at the foodlion grocery store in Roebuck was an unenjoyable working experience to say the least. When I first began working at Foodlion the job was fun and I enjoyed it but as time went on it got worse and worse. As time went on the longer I worked there the more disrespectful my co-workers and supervisors got.
My interests lies in the fields of Artificial Intelligence, Machine learning and Data Mining and use these disciplines to contribute in the fields of science and business. The learning climate at University will teach me to think radically, boost my confidence and broaden my perspective. The Master’s program in Computer Science at the sound academic environment will help me achieve my true potential. It is therefore, just the right place that will prepare me with exceptional academic and professional skills and enhance my personal growth.