Home
Subjects
Systems Science
Big Data Management - Problems and Solutions

Free

Big Data Management - Problems and Solutions - Essay Example

Summary

The paper "Big Data Management - Problems and Solutions" discusses that if proper data management is used by the organizations, they could lessen chances of having their data leaked by integrating a security system along with their log management system solution. …

Download full paperFile format: .doc, available for editing

GRAB THE BEST PAPER92.3% of users find it useful

Big Data Management - Problems and Solutions

Read TextPreview

Subject: Systems Science
Type: Essay
Level: Undergraduate
Pages: 1 (250 words)
Downloads: 1
Author: strackepriscill

Extract of sample "Big Data Management - Problems and Solutions"

The sheer amount of data being generated by companies and organizations each day can total from around a terabyte of data up to quintillion bytes of data per day (Olavsrud 2). To properly manage huge amounts of data, a log system for bulky data can be used in order to store these as systematically as possible, making future retrievals easier and faster. However, many companies fail to upgrade their data management and are also unaware of the use of log management systems for large amounts of data, which could lead to incorrect processing as well as mismanagements or even security compromises. Therefore, working with big data should use systems for bulk data logging for better storage, management, security and federal compliance.
The main focus is on the importance of using a data logging system that is made especially for bulk data storage and retrieval. But despite their availability, many still resort to basic log systems or spreadsheets, which are effective in small amounts of data but may not be adequate when indexing many data, which could result to inconclusive results during a search (Olavsrud 2). Also, of the 207 respondents to the survey, only around half are concerned with big data management, and above half do not have sufficient tools to manage their large amounts of data (Olavsrud 1), and opportunities for growth can get bypassed as a result of non-upgrading.
The upgrade’s benefits can be seen in the long run, especially to those that use previous data to come up with better work solutions. Read More

CHECK THESE SAMPLES OF Big Data Management - Problems and Solutions

Big Data Executive Briefs

However, it can be said that the lifeline of business organizations all over the world is to cater to demand of the consumers and customers, and hence the customers become the life line of the organizations and businesses. With the increase in competition in the market place, the companies are finding it tough to gain competitive advantage over their rivals, who are targeting the same group of consumers with similar product offerings. The application of Big Data technology helps the companies in a major way in the process of accumulating and analyzing large amounts of data in real time scenario by building various kinds of predictive models that helps the companies to understand the trends and patterns of the multiple variables t...

13 Pages(3250 words)Assignment

Data Warehouses with Big Data

...? Data Warehouses with Big Data I.D. of the Data Warehouses with Big Data In the last two decades, database management technologies have continuously evolved to yield more powerful systems for large scale storage and retrieval of data. Basic database administration is traditionally based on Relational Database Management System (RDBMS) and database administration suites like Microsoft SQL and Access, Oracle, MySQL, etc. are used (Ricardo 2011). However, technocrats and industries were not satisfied with RDBMS, and consequently data warehousing (DW) technologies were introduced during the 2000s. Basically, data warehousing is a relatively more intelligent and refined database administration system which can handle large amount of data...

5 Pages(1250 words)Term Paper

Big data

BIG DATA Big Data Affiliation Introduction Without a doubt, in the past years, the majority of business organizations have started heavily relaying on data and information not only to survive in this competitive environment but also to compete with other business organizations. In fact, these data and information are believed to be the most important asset for business organizations for the reason that they make use of these data to drive useful patterns on the basis of which they take effective decisions. In addition, because of latest tools and technologies such as the Internet this world has turned into the information based age. There is a huge amount of data available on the Internet. This paper presents an analysis of big da...

3 Pages(750 words)Research Paper

Data Mining and Big Data

2 May Do you agree with this ment? Yes, I do agree with this ment. Upon a deep analysis of the statement, “The term Big Data grew explosively circa 2011. However, confusion reigns with many regarding Big Data is an over-hyped buzzword for Data Mining”, I agree with it.
Data mining entails the process of collecting and analyzing large data volumes or data sets in order to discover their respective relationships. On the other hand, the term, ‘Big data’ describes a massive structured and unstructured data volume, which is so complex to process using the common or traditional database and technical software functionalities.
It is very essential to note that a deep scrutiny of real world commercial implementation of data, mak...

2 Pages(500 words)Assignment

Big data

...Big Data Table of Contents Table of Contents 2 Aims and Objectives 3 Research Methodology 3 Research Approach 3 Research Design 4 Data Collection 5 5 Ethical Consideration 5 Literature Review 5 Big Data 5 Importance of Big Data in Electronic Markets 6 Contribution of the Proposed Research Study 7 References 8 Aims and Objectives In the contemporary business scenario, big data is of immense importance for bsuiness organisations, as management of business organisations with the assistance of big data is able to make effective decisions and formulate appropriate strategies. In this regard, the aim of the proposed research study will be to understand the usage of big data in electronic markets for learning opponent behaviour or predicting...

4 Pages(1000 words)Thesis Proposal

Security of Big Data

Big Data are pivotal in many organizations because it allows respective stakeholders to view and analyze data. Before the advent of Big Data, information about customers and business were overwhelming. With Big Data, stakeholders can truly take this raw information and convert into data that can assist them in making real-time decisions. The challenge in many organizations is the fact that majority of decisions are made based on estimated guesses. One of the best elements of Big Data is the fact that it reduces any ‘guesswork’. Moreover, it allows the organization to understand customer behavior in a much meaningful way. Another huge aspect of Big Data is the collaboration aspect as it allows users to interact and use this data....

8 Pages(2000 words)Case Study

BIG DATA

... Big data When dealing with big data, there are two important things that are usually taken into account; data generation and data analytics. Data analytics deals with analysis of data and occurs in two levels. Level 1 deals with data collection and regeneration while level 2 is predictive and prescriptive. Disney has invested 1 million dollars in data in data generation and handling. They have developed a wrist pen that is given to customers and it collects data and relays it to a large central server where it is analyzed. This data is used in marketing and improving customer service. IBM on the other hand has invested 24 billion dollars in data analytics and through a company called Watson has employed about 15000 analytical...

1 Pages(250 words)Essay

Big Data: Small Insights

... a large role to play in the generation of ‘Big Data’. The immense popularity of social media has engaged, not only the young tech-savvy generation, but has also attracted the attention of online marketers looking for a cheap and effective way of involving their followers and potential customers. Regardless, social media as a content distribution channel has resulted in huge volumes of data being managed. Now marketers are more involved in how to derive meaningful insights from the large sized data. Metrics such as engagement rate, conversion, impressions, and so on, have been developed so as to measure the performance of the marketing efforts. However, the extent to which these analytical metrics are really meaningful has not been fully...

2 Pages(500 words)Essay

Total Quality Management of Bank Muscat

I am sincerely indebted to Mr. Majed Ambusaidy, the manager of quality department in Bank Muscat and his assistant, Yasser Al-Raisi, for helping me gather much information for my researching needs.
Any corporation values its customers for they believe that customers are as important as the human capital of the company. Usually, customers dictate the needs and requirements whilst the company develops and provides these needs. In case the customer is not satisfied with the outcome of the product or service rendered, negative implications set in against the enterprise. It may affect not only the customer per se, but it also subjects the entire organization’s reputation at risk. Not to mention the loss incurred as the custo...

72 Pages(18000 words)Case Study

Management Project of Happy Tots Child Care Centre

Scope, time and cost are the restrictions that are acting upon the project management progression. This constraint can also be connected with one of the knowledge areas of Project Management (Bass et al. 2003).
Project Management Plan: For effective project management, the basic step that should be taken is to collect the information that is necessary for developing the project plan and then make flowcharts for the plan (Kenneth, 1999).
Project Scope Management: takes account of the processes required to make certain that the project includes all the work required, and only the work required, to complete the project successfully (Bass et al. 2003).
The project is a database project that will involve the development...

7 Pages(1750 words)Lab Report

Business Management Framework in Educational Organizations

The organizational structure should be present to guarantee clear divisions of authority, responsibility, communication, and control. The second component is the generation of the organization situations for successful implementation such as culture, communications, reward and incentives systems, training, and control (Fonseca 2002).

Two basic theoretical paradigms to business management framework could be identified. The first puts considerable emphasis on structural frameworks to change and involves an issue with organizational design as well as the linkage between organization and environment. This point of view puts less importance upon human activity and the way individuals try to understand or make sense of the wo...

6 Pages(1500 words)Case Study

Household Management by Isabella Beeton

The other virtues that should be adopted by her are: early rising, cleanliness, frugality and economy, choice of acquaintances, care in building friendship, hospitality, a careful conversation with friends, maintaining good temper, to follow fashion in terms of clothing; buying dresses or apparels within the means and status of one’s husband; charity and benevolence; bargaining while purchasing things; maintaining housekeeping account book; hiring competent and honest servants. A guide to the annual wages of domestic servants is also given by the author.
This shows that a woman is in command of all the expenses of her household, which she should spend with care. The bread earner in the Victorian Age was always a man: fa...

14 Pages(3500 words)Article

Difficulty in Operations and Service Management

The unique nature of every service makes the evaluation of quality extremely difficult. Let’s take the case of a doctor. The doctor might be thinking that when he is knowledgeable, is able to provide correct treatment to his patients, has the latest equipment and techniques and the required number of support staff, he is delivering good service. The patients, on the other hand, might be including the friendliness of the doctor and the support staff as well in the list of parameters to call the service as good. If they do not get this, the service quality provided is poor.
The parameters included calling the doctor's service as quality service may also differ from person to person. Some of the patients might be finding e...

8 Pages(2000 words)Assignment

Scientific Management and Human Relations Approach

For many years, a huge number of experts (Donnelly, pp. 24-33, 2008) have been trying to define the term management; however, analysis has indicated that management is itself a vast terminology that constitutes various aspects of an organization. For some, management is something that involves people. For some experts, management is an art that includes strokes that incline individuals to perform the required tasks in an efficient manner. Due to such a broad scope of management, until now, one can come across various management theories that propose different and diverse methodologies to manage people in an organization, such as classical theory, neo-classical theory, behavioral management theory, etc. As earlier mentioned, this p...

6 Pages(1500 words)Assignment

Key Problems of Incentive System implemented at Rainbarrel

Hiram Phillips at Rainbarrel Products also implemented a Performance Management System that although resulted in significant cost reductions and cost efficiency, yet it resulted in some severe setbacks that destroyed overall efficiency. Some key customers were dissatisfied with the behavior of workers at different Rainbarrel departments as well as interdepartmental conflicts/disputes had been observed. (Daft, 2009)

The very first problem with the Incentive System was the dismissal of 10% of employees from all the departments at Rainbarrel. As a result, Rainbarrel also lost some of its best employees that were employed and servicing in top-performing departments. Most of the workers that were laid off were of low managem...

7 Pages(1750 words)Assignment

Management Information System of Linux

As emphasized by GB direct (n.d.) “one of the principal reasons for the growth of open-source software is its affinity with this business model” (par. 8). The support applications specifically come in the form of “helpdesk advice and diagnostic research and direct intervention to diagnose and resolve problems” (GB direct, n.d., par. 24).

The helpdesk application of open source software “backs-up and extends in-house resources when they are approaching their limits” (GB direct, n.d., par. 26). Even unskilled staff or personnel without any technical knowledge of software applications are assisted by the program to back-up relevant files. This support mechanism of open-source software ca...

6 Pages(1500 words)Assignment

Understanding of Customer Relationship Management Strategies Pursued by Vodafone PLC

With the increased globalization and competition, it has become very difficult to maintain customer loyalty. The same has been experienced by UK mobile service providers. Customer retention is an acute problem for companies. It has been found that the lack of proper customer relationship management is mainly responsible for this global issue. Vodafone Group Plc, UK’s largest telecommunication company has been selected for undertaking the research to determine the root cause of this problem and to investigate other relevant reasons. A report of 2009 published by the company reveals that there are severe problems related to customer retention. It is well known that the mobile phone industry has boomed over the last eight years...

19 Pages(4750 words)Research Proposal

Training and Development from a Human Resource Management Perspective

The last section will discuss my personal recommendation with regard to specific changes in the use of HR theories and work-related practices. My overall experience during the internship training period was fun and challenging.

During the first week of the training period, I managed to develop useful research survey questionnaires and research aids which enabled me to gather information needed for the development of a training plan for the fitness instructors.

Designing an effective training instruction plan that will address the main concerns of the students is the most challenging part of the internship. Using the ADDIE model, I plan to design a training instruction material by integrating the research sur...

30 Pages(7500 words)Thesis

Big Data Management - Problems and Solutions - Essay Example

Extract of sample "Big Data Management - Problems and Solutions"

CHECK THESE SAMPLES OF Big Data Management - Problems and Solutions

Let us find you another Essay on topic Big Data Management - Problems and Solutions for FREE!