Effective Data Warehouse Administration

Anyone involved in Data Warehouse Administration should be aware that this is a role that requires plenty of commitment and focus. It is a position that is basically about management of the data warehouse. The tasks that are included in this position include making consistency checks, ensuring that there is proper indexing at all times, securing the functions of retrieval functionality as well as making sure that all data changes are taken note of. This position often demands that someone is very resolute and able to work extremely hard at all times.
Most positions shall require that someone dedicates himself to the job with the intention of being effective at whatever they do. The position of Data Warehouse Administration requires similar traits and it calls for individuals who can be able to handle migration as well as monitoring all the performance factors. They are also responsible for the observance and monitoring of replication issues and data quality. In addition, the issue of space management or sizing is managed by such an individual. It is important that every data warehouse has a recovery plan or backup plan just so that in the event that there is any problem with the data, recovery can be possible.
The data warehouse administration that occurs in a company will occur alongside various roles which have to be executed by different individuals including the business staff, the support staff and the additional support staff. These positions are usually reserved for individuals who will work hand in hand with the different other individuals to attain the common goal of increased productivity. The various roles that are run into are therefore distributed accordingly and each person becomes a part of the puzzle. These people are supposed to have plenty of knowledge about the entire business concept as well as the warehouse principles and guidelines. They should also be well acquainted with project management and they should have general knowledge and appreciation of the entire system of bits and pieces like the data modeling, operating system, RDBMS, ETL tools and hardware among other things.

Tips on How to design a Data Warehouse

A data warehouse is a type of software that is used in many companies to get all the relevant information relating to the business of the company. Having such software eases the problems of all the staff and employees who wish to generate sales invoices, purchase orders, vouchers, receipts etc.

In case you are planning to design your own data warehouse for your company, there are a few points to be taken into consideration. Some of the main points that are required to be noted are-

a- Choosing the right subject for which the data warehouse will have to be designed.
b- Make a prior decision with regards to what the fact table would represent.
c- Take out the dimension of the whole design and then re-confirm it.
d- Choose the right kind of facts.
e- Do proper pre-calculations and make sure that you store them in a proper fact table.
f- Give a proper description regarding tables and definitions.
g- Check out the total duration of the database and also find out periodicity required for an upgrade.
h- Find out the important query priorities along with their modes.

Always remember that while designing a data warehouse for your company, plan it simple and easy so that everyone who is having an access to this software will find it very easy to use. This will automatically reduce the number of errors that can occur while using the software. Another important factor to be taken care off is the cost of implementation of a data warehouse. Many companies fail to calculate the actual cost of data warehouse implementation and this causes the companies to exceed their annual budget for a particular project. Therefore, companies must also make sure to calculate the number of people who will be using the software and not just the software, hardware and its technology.

Choose the right kind of Data Warehouse

The main job of a data warehouse is to capture information related to different areas of an organization. This data are used by individuals of a particular company having such software installed for their day to day business activity.

Without a data warehouse, it becomes very difficult to handle their operational systems professionally. A data warehouse is like a ‘Gold Mine’ for many companies. It is used by each and every department of a business organization. Like for example – having a data warehouse will help the sales team generate invoices and Performa’s for their clients. A purchase department will be able to generate purchase orders for their suppliers; a finance department will be able to generate invoices, statements and other relevant details for their clients. It is an all round package.

The best way to install a data warehouse in any organization is by taking professional advice with those companies who have already installed one. This will help them understand the best type of data warehouse required for their business. There are many types of data warehouses available – for small scale industries to large scale business organizations. Depending upon the capacity of the number of employees working, the number of branches the company is having, one can choose the right kind of warehouse for their organization.

One must remember that a data warehouse is the heart of any application whereby the information flows into it and out of it at all times. Remember to take professional advice before buying a data warehouse for your company. You might require just a normal and simple data warehouse and installing a complicated data warehouse can make your business complicated. Therefore, professional advice is always recommended.

Today, every company whether small or big across the globe is using data warehouse for their day to day business. The job of employees has not only reduced, but human error too has highly reduced.

An insight to the offline and online data warehouses

In nontechnical language, the term data warehouse refers to a database that is used to keep account, study and access data within an organization or a company. Data within an organization is generally acquired from all departments – namely the sales, marketing, administration, warehouse, human resource and customer support department – of the organization or business enterprise. Sometimes the raw data that are acquired may go through some preprocessing before it is submitted to a data warehouse. In case of the traditional or the common old data warehouses – it sets up main tasks by way of separate arrangement, assimilation and admission. The arrangement or staging area collects and stores the raw un-processed data that is acquired from different sources across the organization. The assimilation or integrated area processes and transforms the collected data into a format that is suitable for reporting. The data is then made available for access to users within the organization.

In the beginning, data warehouses that were used by organizations were offline operated data warehouses – wherein the data had to be updated at periodic intervals on a weekly or monthly basis and was saved in a report like format. The next were the offline data warehouses –wherein the data were updated from operational systems on a regular basis and was stocked up in a format that supported the reporting process. After a while the offline data warehouses were outdated, and in came the new online data warehouses – wherein data updates in actual time by way of keeping record of every single transaction that is carried out from the starting point. With the latest evolution being the integrated date warehouse – which keeps data that is collected from across the different departments of the organization, thus enabling a user’s real – time access to intelligence information from across departments within the company.

Cleaning Of a Data Warehouse

A data warehouse stores innumerable amount of data that is pulled from various databases from across the world. The main use of a data warehouse is in strategic decision making. Like for example – it is with the help of a data warehouse that companies are able to offer promotional offers to all their valued customers. Without a data warehouse, it would become difficult for companies to realize how much profit or loss has been generated. Here we are not speaking about one company having an office in a commercial building, but we are speaking about giant companies such as Pepsi and Coke that have offices based across the globe.

That is the reason why we have mentioned that a data warehouse is very important when a company has many branches all over. With so much data being made available from all over, it is equally important to clean the data warehouse occasionally. Remember, there are no data cleaner which can be used for the entire data warehouse. Therefore the best method to clean a data warehouse is to conduct analysis, that is to understand the exact context of the entire data. Based on this analysis, we will have to create transformation rules to help transform all the unwanted data to clean data. All these transformation rules then have to be verified with the help of simple data so as to make very sure that the rules are working as intended.

Once the entire cleaning procedure has been completed, it is very important that human intervention is required to make sure that there are no more unwanted data still in the data warehouse. This cannot be eradicated or checked automatically, but human help is necessary. This is why we must plan to clean our data warehouse. Periodic cleaning is very important for data warehouse.

Reason for Having a Data Warehouse

There are many questions put forth such as to provide a reason to why a company requires a data warehouse and what are its benefits? Well in simple terms, in case you wish to get any information about your company such as finding out the turnover of your business for the current month or last month or even last year, find out the number of employees in your firm, the number of sales generated by each and every salesman in your company and which employee is topping the list etc. All these can be found out from a data warehouse.

The best part of a data warehouse is that if you have branches in different regions, you can link each of these branches and find out the sales from each of the branches in a particular day. A data warehouse is considered to be a resourceful and a well organized set of data which can be made available with the click of a button.

Another important feature is that this data cannot be used and checked by anyone. It can be checked only by an authorized person of the company such as the director of the company. To log in, they will have to enter a user name and a password and hence there is no fear that employees can sneak into the data to find out the information they require.

Data warehouse also helps in preparing various types of reports such as exception reports, trends reports, analyzing reports etc. Precisely, a data warehouse is very important for any company whether big or small. Having a data warehouse installed will help the company to push their sales to a different level altogether. They can also compare their sales before installing a data warehouse in their office and the achievement of sales after its installation. Definitely, the sales will show an upward trend with the help of a data warehouse.

What is a Data Warehouse?

In the past, data warehouse was used by only the large companies across the globe. That is not the case anymore. Almost all companies whether big or small make use of data warehouse for their day to day functions. A data warehouse is very important for smaller companies especially to help them boost their sales and bring about more revenues into their business.

A data warehouse in simple words is just a piece of information or database. The information that is obtained is about the company, its functions and its activities. This means that the entire transactions of the company, may it be the sales, purchase, payments, receipts anything and everything is included and ends up in a data warehouse. All this information can be obtained with the click of a mouse.

The database that is obtained from a data warehouse is a technical platform or product wherein we can ask real life questions relating to our business. For example – using a data warehouse, you will be able to find out which branch of your company has sold more products and at what price? Companies having various branches can also find out the top salesman in the company and which branch he is currently based. That is the reason why we mentioned earlier that a data warehouse is just a piece of information. One can get any type of information requested without any hassles.

If your company is having only a ‘transaction based data warehouse’, you will not be able to get details such as ‘leading salesman’ from other branches. Transaction based data warehouse is limited to only transactions and not related to the performance of the employees in an organization.

Since there are various types of data warehouse available, it is highly recommended to first check the type of data warehouse that you require for your company. If your company has branches situated everywhere, you will require a different type of data warehouse.

Importance of Data Warehouse in a Business

Every business organization will always search for one of the best tools that can provide them success. Such tools are very important for business and it includes data, finances and not to mention the record of workers working as a team.

Having a data warehouse in a business will mean that the problem of an organization is cut into half. This is a type of software which helps in a business to get the much required success and remain in the competition. The tools of a data warehouse can be accessed very easily. With such easy tools to use, business organizations can build their own data warehouse according to the mode of their business. There are various other reasons why obtaining a data warehouse is beneficial for a business. One of the main reasons is that a data warehouse helps in generating the daily business volume of a company.

With this data, an organization can decide how to move forward with the business strategy. Another important factor of a data warehouse is that it helps in the documentation process where organizations can even get the help of external data which will further help the company in coming up with concrete decisions for their business.

A data warehouse is known to be a one huge data store for business which has time variant, non volatile and integrated collection of data which greatly helps the management’s decision making process. It is a warehouse that helps in facilitating effective querying, report generation and analyzing thereby giving the management all the required information for any crucial decision making.

That is the reason why a data ware house is very important in any business. Infact, a business whether big or small will not be able to function smoothly without the use of a data warehouse.

Basics of a Data Warehouse

A data warehouse is one of the main tools that help in smooth operation in various departments of an organization. It is very important that each and every company whether big or small, has an independent data warehouse.

A data warehouse helps company executives, business analysts and managers of an organization take decisions based on the report procured by the data warehouse. Let us find out the main reasons why a data warehouse is used for in an organization.

1- Validation – Research has proved that almost about 45% of the companies use data warehouse for the purpose of validation. Let us take an example – Let us say that a popular candy bar is having its branches in different parts of the USA. Some customers from a city like New York will buy candy bars on a whim while other customers like those from Denver might not do so. Data storage will record each and every purchase from different stores and create a data.

2- Tactical Reporting – There are 40% of companies using data warehouse for tactical reporting. For example – A salesman of a particular organization might meet Mr. X, a potential client and would like to know what products Mr. X purchased last year. Similarly, he might meet another potential client Mr. Y and find out what Mr. Y purchased last year. They will then make use of the data warehouse to find out the comparison between the two clients. This is what we call tactical reporting.

3- Exploration – Exploration with the help of data warehouse helps companies search for new ideas and knowledge which they might have never heard of before. Use of data mining techniques like association, genetic algorithms, applications and classification which also include market analysis and fraud detection work as important tools. Research has proved that 15% of companies use data warehouse for the purpose of exploration.

Reason why companies prefer data warehouse

When IT (Information Technology) started emerging as one of the biggest inventions in the world of technology, the need for processing power and the improvement of techniques and analytical tools called data warehouse also began to take charge for all the businesses in the world.

The main question asked by many is – What is the need for a data warehouse for any company? Well, the need might not be immediately required, but a data warehouse becomes an important tool whenever a company requires to get information regarding designing, building, maintaining or even retrieving data.

That is to say that data warehousing is a resourceful and organized method to maintain and report scattered data through an organization. Its main duty is to help the management with easy decision making process. Now, for over two decades, the data warehouse has provided unlimited support to many companies and why not? There are plenty of reasons why a company must opt for data warehouse in their organization. Some of the salient features of a data warehouse include collection of data, recording of data, filtration of data and provides all the relevant information to top level management in an organization. One of a simple example that a data warehouse will help is that it helps in providing important information to a concerned employee or employer without the need to stop the continuous production system. This helps in saving a lot of time. Data warehouse helps in providing the entire information to the person who is in control of the software.

Data warehouse actually helps organizations with business and management analysis for meeting various demands of their customers. Data warehouse software was introduced during early 1990s and ever since its launch; the demand for such data warehouse software has been helping companies take instant decisions based on its accuracy.