Migrating from a Centralized Data Warehouse to a Decentralized Data Platform Architecture

نویسندگان

چکیده

To an increasing degree, data is a driving force for digitization, and hence also key asset numerous companies. In many businesses, various sources of exist, which are isolated from one another in different domains, across heterogeneous application landscape. Well-known centralized solution technologies, such as warehouses lakes, exist to integrate into system, but they do not always scale well. Therefore, robust decentralized ways manage can provide the companies with better value give competitive edge over single central repository. this paper, we address why when monolithic storage should be improved scalability, how perform decentralization. The paper based on industrial experiences findings show empirically potential distributed system well pinpoint core pieces that needed its management.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Solution to View Management to Build a Data Warehouse

Several techniques exist to select and materialize a proper set of data in a suitable structure that manage the queries submitted to the online analytical processing systems. These techniques are called view management techniques, which consist of three research areas: 1) view selection to materialize, 2) query processing and rewriting using the materialized views, and 3) maintaining materializ...

متن کامل

A Step towards Centralized Data Warehousing Process: A Quality Aware Data Warehouse Architecture

Data Warehouse is becoming more and more popular by providing business an edge over their competitors. DW is developed by using DWP methodology. Currently, there are large numbers of methodologies followed in market. The reason for this is the lack of any centralized attempts of creating platform-independent DWP standards. For developing a centralized DWP it is important to understand the exist...

متن کامل

A Survey: Data Warehouse Architecture

Data Warehouse and Data mining are technologies that deliver optimallyvaluable information to ease effective decision making. This survey paper defines architecture of traditional data warehouse and ways in which data warehouse techniques are used to support academic decision making. This paper defines different data warehouse types and techniques used in educational environment to extract, tra...

متن کامل

a solution to view management to build a data warehouse

several techniques exist to select and materialize a proper set of data in a suitable structure that manage the queries submitted to the online analytical processing systems. these techniques are called view management techniques, which consist of three research areas: 1) view selection to materialize, 2) query processing and rewriting using the materialized views, and 3) maintaining materializ...

متن کامل

Data Warehouse Population Platform

The input data for a data warehouse, coming from operational systems, are not immediately ready for loading into data warehouse. Cleaning and integration could be necessary. Moreover, the input data must be transformed and translated into a format more suitable for analytical purposes. This paper presents a generalised platform for population of data warehouses named Data Warehouse Population P...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Lecture Notes in Computer Science

سال: 2021

ISSN: ['1611-3349', '0302-9743']

DOI: https://doi.org/10.1007/978-3-030-91452-3_3