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Enhancing Business Intelligence in a Smarter Computing Environment through Cost Analysis

Saurabh Kacker, Vandana Choudhary, Tanupriya Choudhury, Vasudha Vashisht
2011 International Journal of Advanced Computer Science and Applications  
The paper aims at improving Business Intelligence in a Smarter Computing Environment through Cost Analysis.  ...  The paper looks at various performance metrics to lower the cost of implementing Business intelligence in a smarter computing environment, to generate a cost efficient system.  ...  The next step is creation of Dynamic Infrastructure. A Dynamic Infrastructure is required for delivery of smarter products and services.  ... 
doi:10.14569/ijacsa.2011.021228 fatcat:syoylgn2wjgl7caznhe4ovqway

A testbed for managing dynamic mixed workloads

Stefan Krompass, Harumi Kuno, Janet L. Wiener, Kevin Wilkinson, Umeshwar Dayal, Alfons Kemper
2009 Proceedings of the VLDB Endowment  
Workload management for operational business intelligence (BI) databases is difficult. Queries vary widely in length and objectives.  ...  The goal of our project is a software framework to make the management of such mixed workloads easier.  ...  policies in effect all present significant challenges in managing a dynamic, mixed, operational BI workload.  ... 
doi:10.14778/1687553.1687591 fatcat:gzdg2zybvncf7myzi22tqfpxoe

Self-Expressive Management of Business-Critical Workloads in Virtualized Datacenters

Vincent van Beek, Jesse Donkervliet, Tim Hegeman, Stefan Hugtenburg, Alexandru Iosup
2015 Computer  
Intelligent resource managers must be aware of the network topology, for example, to ensure that critical datasets are not placed on the same physical machine or on machines that are likely to fail together  ...  business-critical workloads.  ...  , even with highly dynamic workloads.  ... 
doi:10.1109/mc.2015.206 fatcat:2byzbcnwyzas3bn4kuv2qc2b6q

Computer systems research at HP labs

Jeffrey C. Mogul, Jay J. Wylie
2009 ACM SIGOPS Operating Systems Review  
Managing Operational Business Intelligence Workloads. Enterprise-wide "operational BI" systems must support mixed workloads, with large variations in complexity and resource requirements.  ...  They use systematic evaluation of how workload management algorithms handle workloads with unexpectedly long-running queries, and a new, more-accurate method for predicting a query's resource usage at  ... 
doi:10.1145/1496909.1496912 fatcat:bvzxnbdkcjedhoxye3uj7r2diu

A Paradigm Shift towards On-Premise Modern Data Center Infrastructure for Agility and Scalability in Resource Provisioning

Bharani Dharan G
2020 International Journal of Advanced Trends in Computer Science and Engineering  
The old traditional data centre relies on more hardware and physical servers, needs more individual team to maintain, consumes more electricity, incurs more cost on buying machines for extra workloads  ...  In this paper the proposed Composable Infrastructure which supports all kinds of traditional and modern workloads with fluid pool of independent resource provisioning can be done intelligently through  ...  COI eliminates the workload-specific environment and avails fluid set of resources to dynamically mix and combine to solve the unique need of application or workloads.  ... 
doi:10.30534/ijatcse/2020/111942020 fatcat:by3e4chlize4xn2s6ch772xkha

Next Generation Business Intelligence and Analytics: A Survey [article]

Quoc Duy Vo, Jaya Thomas, Shinyoung Cho, Pradipta De, Bong Jun Choi, Lee Sael
2017 arXiv   pre-print
Business Intelligence and Analytics (BI&A) is the process of extracting and predicting business-critical insights from data.  ...  The survey provides a holistic view of Business Intelligence and Analytics for anyone interested in getting a complete picture of the different pieces in the emerging next generation BI\&A solutions.  ...  Therefore, managing these mixed workloads (OLTP and OLAP) in the data management systems is a big challenge for current disk-based DBMSs [5] . D.  ... 
arXiv:1704.03402v1 fatcat:u4taz2phbzgknm5bpgxazq7y2e

Estimate the Total Completion Time of the Workload

Muhammad Amjad, Waqas Ahmad, Zia Ur, Waqar Hussain, Syed Badar, Bilal Ahmed, Usman Ali, M. Abdul, Ammad Khan, M. Umar
2020 International Journal of Advanced Computer Science and Applications  
The database administrators often require to perceive how much longer time for business intelligence workloads will take to complete.  ...  The business intelligence workload is required to serve analytical process. The data warehouses have a very large collection of digital data.  ...  If query interaction in a mix is measured then a database administrator can adjust business intelligent workload within time-bound without flawlessly.  ... 
doi:10.14569/ijacsa.2020.0110606 fatcat:2pwtcjyzzrchnhuttvvhrvjsxq

Self-Managing Technology in Database Management Systems [chapter]

Surajit Chaudhuri, Benoit Dageville, Guy Lohman
2004 Proceedings 2004 VLDB Conference  
Increasing Complexity • Increase in Complexity & Size of Applications -Database workloads are more mixed (e.g.  ...  ) Increase Responsiveness Adapt to dynamically changing environments Business Resiliency Discover, diagnose, and act to prevent disruptions Operational Efficiency Tune resources and balance  ... 
doi:10.1016/b978-012088469-8.50116-9 dblp:conf/vldb/ChaudhuriDL04 fatcat:mp5e3vjtcfh4vbflajpj6z744m

Modern Business Intelligence: Big Data Analytics and Artificial Intelligence for Creating the Data-Driven Value [chapter]

Ahmed A.A. Gad-Elrab
2021 E-Business - Higher Education and Intelligence Applications  
Currently, business intelligence (BI) systems are used extensively in many business areas that are based on making decisions to create a value.  ...  The main problem is how to use these new technologies for creating data-driven value for modern BI.  ...  I also thank IntechOpen Limited for giving the opportunity for publishing this research work as a book chapter in E-Business. © 2021 The Author(s). Licensee IntechOpen.  ... 
doi:10.5772/intechopen.97374 fatcat:leggg5nfyvhabkktmspsdwfkru

BI batch manager

Abhay Mehta, Chetan Gupta, Umeshwar Dayal
2008 Proceedings of the 11th international conference on Extending database technology Advances in database technology - EDBT '08  
However, MPL is a tricky knob in a BI (Business Intelligence) scenario, since a low MPL can easily result in underload and a high MPL can easily result in overload and 'thrashing'.  ...  We demonstrate that this stabilizes the execution of a workload across a wide operating range.  ...  Namely, that it is impractical to fix an MPL for a mixed workload and then dynamically change the MPL as the workload progresses.  ... 
doi:10.1145/1352431.1352508 fatcat:czsxq3kffnczrcpbxuc34xgeye

BI batch manager

Abhay Mehta, Chetan Gupta, Umeshwar Dayal
2008 Proceedings of the 11th international conference on Extending database technology Advances in database technology - EDBT '08  
However, MPL is a tricky knob in a BI (Business Intelligence) scenario, since a low MPL can easily result in underload and a high MPL can easily result in overload and 'thrashing'.  ...  We demonstrate that this stabilizes the execution of a workload across a wide operating range.  ...  Namely, that it is impractical to fix an MPL for a mixed workload and then dynamically change the MPL as the workload progresses.  ... 
doi:10.1145/1353343.1353420 dblp:conf/edbt/MehtaGD08 fatcat:dol3fzunubabzdegvyzwa6er4y

Factors to Determine Business Intelligence Implementation in Organizations

Michael Smith Moreno Saavedra, Christian Bach
2017 European Journal of Engineering Research and Science  
A comprehensive literature review of business intelligence created a theoretical foundation for this paper.  ...  Using data from JSTOR and Academic Search Premier databases a new model is presented to encapsulate the highly dynamic interaction of user satisfaction, cost reducing, and time optimization with business  ...  Operational BI and mixed workloads are a great challenge for current database management systems [12] .  ... 
doi:10.24018/ejers.2017.2.12.527 fatcat:aqdsldhdbff23cz47lbwizpncm

Database Workload Management (Dagstuhl Seminar 12282)

Shivnath Babu, Goetz Graefe, Harumi Anne Kuno, Marc Herbstritt
2012 Dagstuhl Reports  
This report documents the program and the outcomes of Dagstuhl Seminar 12282 "Database Workload Management".  ...  to drive future research, and concrete measures to evaluate and compare workload management techniques in the context of these workloads.  ...  Business Intelligence.  ... 
doi:10.4230/dagrep.2.7.73 dblp:journals/dagstuhl-reports/BabuGK12 fatcat:bumjvpnem5dahnjllj25s56eoi

Empirical Study on Dynamic Warehousing

C K Bhensdadia, Yogeshwar P Kosta
2010 Journal of clean energy technologies  
Decision makers need up-to-date information to make timely and sound business decisions.  ...  The typical update patterns for traditional data warehouses on an overnight or even weekly basis increase this propagation delay.  ...  We express our gratitude to the management of DDU for providing us research opportunities and their wholehearted support for such activities.  ... 
doi:10.7763/ijcte.2010.v2.237 fatcat:a7yuqjf5lrh5vozbxyvniltqmy

A Helpful Analysis of the Technological Mix based on HPC and Artificial Intelligence for Maintaining Competitiveness in the Business Environment

Vasile Mazilescu, Dunarea de Jos University of Galati, Romania
2020 Annals of Dunarea de Jos University. Fascicle I : Economics and Applied Informatics  
, engineering or analytical tasks that are particularly computationally intensive, utilized memory or data management, with increasing use in the business field.  ...  While HPC is often thought only conceptually, many industries use HPC technology today for their day-to-day business.  ...  and manual management and intelligent spectrum management.  ... 
doi:10.35219/eai1584040976 fatcat:vfyssthnozey7p5n2rchpsreyy
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