HyDash: A Dashboard for Real-Time Business Intelligence based on the HyPer Main Memory Database System
نویسندگان
چکیده
Business Intelligence (BI) is a set of techniques that help improve business decision making. From a technical point of view, BI relies on a set of tools which includes performance dashboards: layered services that combine monitoring, analysis, and reporting. However, most dashboard solutions today are based on data warehouses which face a problem of data staleness—a circumstance caused by the separation of transactional and analytical processing. Novel hybrid main memory database systems such as SAP’s HANA or HyPer overcome this issue and achieve best-of-breed transaction processing throughput and analytical query response times in one system in parallel on the same database state. In this work, we contribute HyDash, a web-based dashboard for real-time business intelligence. HyDash visualizes key performance indicators (KPIs) based on predefined SQL queries and provides an ad-hoc SQL query interface to dynamically extend the scope of the dashboard. HyDash relies on (i) hybrid main memory database systems and (ii) a push-based query result update mechanism based on the novel HTML5 WebSockets.
منابع مشابه
Evaluation of the Analytical Dashboard of Designed Health Insurance Deductions, based on Business Intelligence
Background and Aim: Large amounts of hospital costs are not reimbursed annually by health insurance as deductions. Therefore, reducing deductions is very important for the hospital. In the study of design and implementation of analytical dashboard of insurance deductions based on medical intelligence business, to improve financial management with the aim of focusing on assessing the level of sa...
متن کاملProcessing in the Hybrid OLTP & OLAP Main-Memory Database System HyPer
Two emerging hardware trends have re-initiated the development of in-core database systems: ever increasing main-memory capacities and vast multi-core parallel processing power. Main-memory capacities of several TB allow to retain all transactional data of even the largest applications in-memory on one (or a few) servers. The vast computational power in combination with low data management over...
متن کاملOn Scalable and Flexible Transaction and Query Processing in Main-Memory Database Systems
The hardware landscape for database systems has changed dramatically over the past two decades. Today, the traditional database system architecture that was pioneered by System R and is implemented by IBM DB2, Microsoft SQL Server, Oracle and Postgres, shows weaknesses in all major areas of application of commercial database systems: operational transaction processing, decision support and busi...
متن کاملDesign and Test of the Real-time Text mining dashboard for Twitter
One of today's major research trends in the field of information systems is the discovery of implicit knowledge hidden in dataset that is currently being produced at high speed, large volumes and with a wide variety of formats. Data with such features is called big data. Extracting, processing, and visualizing the huge amount of data, today has become one of the concerns of data science scholar...
متن کاملImplementation of the integrated management dashboard for learning processes based on ISO 29990
The current research is trying to identify the effective modules (system modules) that form the integrated e-learning dashboard for educational processes and learning opportunities based on ISO 29990 in the municipality of Tehran. The educational process management system, which is currently providing classroom training services, is able to improve the situation by incorporating integrated mana...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2013