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Striving towards Near Real-Time Data Integration for Data Warehouses [chapter]

Robert M. Bruckner, Beate List, Josef Schiefer
2002 Lecture Notes in Computer Science  
The decision making process in traditional data warehouse environments is often delayed because data cannot be propagated from the source system to the data warehouse in time.  ...  In this paper we present an architecture of an ETL environment for real-time data warehouses, which supports a continual near real-time data propagation.  ...  Near real-time integration for data warehouses does not minimize capturing and propagation delays of the operational source systems of an organization, which are responsible for capturing real world events  ... 
doi:10.1007/3-540-46145-0_31 fatcat:ggosflm3azgcxned2pkra3ktny

Process-Oriented Requirement Analysis Supporting the Data Warehouse Design Process A Use Case Driven Approach [chapter]

Beate List, Josef Schiefer, A. Min Tjoa
2000 Lecture Notes in Computer Science  
This paper explains how use cases can be used to elicit requirements for data warehouse systems, and how to involve the organisational context in the modelling process.  ...  Data warehouse systems generally concern many organisational units. Therefore, the collection of unambiguous, complete, verifiable, consistent and usable requirements can be a very difficult task.  ...  Stakeholders of a data warehouse system are interested in analysing their business processes in a comprehensive and flexible way.  ... 
doi:10.1007/3-540-44469-6_55 fatcat:7h55rprgmvaq3fv5kcnjg5iuwi

Near Real-Time Data Warehousing Using State-of-the-Art ETL Tools [chapter]

Thomas Jörg, Stefan Dessloch
2010 Lecture Notes in Business Information Processing  
Data warehouses are traditionally refreshed in a periodic manner, most often on a daily basis. Thus, there is some delay between a business transaction and its appearance in the data warehouse.  ...  The most recent data is trapped in the operational sources where it is unavailable for analysis.  ...  At some point in time the change to S is captured and available in S = {[carl, mz]}. However, suppose the change capture at C is delayed and both, C and C are empty up to now.  ... 
doi:10.1007/978-3-642-14559-9_7 fatcat:ngxlrms7dva35d4gt6ocdu5yfa

Methodological guidelines for reducing the complexity of data warehouse development for transactional blood bank systems

Pedro L. Takecian, Marcio K. Oikawa, Kelly R. Braghetto, Paulo Rocha, Fred Lucena, Katherine Kavounis, Karen S. Schlumpf, Susan Acker, Anna B.F. Carneiro-Proietti, Ester C. Sabino, Brian Custer, Michael P. Busch (+1 others)
2013 Decision Support Systems  
Over time, data warehouse (DW) systems have become more difficult to develop because of the growing heterogeneity of data sources.  ...  Despite advances in research and technology, DW projects are still too slow for pragmatic results to be generated.  ...  Singer for helping in the review for final version.  ... 
doi:10.1016/j.dss.2013.02.008 pmid:23729945 pmcid:PMC3665424 fatcat:d4drdnwtfnbvtknthy7zzctuxq

Near real-time adverse drug reaction surveillance within population-based health networks: methodology considerations for data accrual

Taliser R. Avery, Martin Kulldorff, Yury Vilk, Lingling Li, T. Craig Cheetham, Sascha Dublin, Robert L. Davis, Liyan Liu, Lisa Herrinton, Jeffrey S. Brown
2013 Pharmacoepidemiology and Drug Safety  
Near real-time extracts captured 87.5% of ER visits and 50.0% of fractures, which improved to 98.3% and 68.7% respectively with 1.5 month delay.  ...  To evaluate delays in claims processing, we used three analytic approaches: near real-time sequential analysis, sequential analysis with 1.5 month delay, and nonsequential (using final retrospective data  ...  Acknowledgments Sponsors: Funded by the Agency for Healthcare Research and Quality (AHRQ), through a grant to the HMO Research Network Center for Education and Research on Therapeutics (CERT), #5U18HS016955  ... 
doi:10.1002/pds.3412 pmid:23401239 pmcid:PMC3644310 fatcat:4tcl5rhe3fa2ndda26fvbtmmwi

THE NECESSITY OF INFORMATION QUALITY FOR EFFECTIVE BUSINESS INTELLIGENCE

P.J. Conradie, P.S. Kruger
2012 South African Journal of Industrial Engineering  
This article aims to identify strategies and processes to improve IQ that will eventually lead to data warehouses with complete, accurate and timely data that consistently meets the requirements of knowledge  ...  Industrial engineers have played a key role in the development and implementation of Total Quality Management (TQM) principles that are widely used in the manufacturing environment.  ...  the data warehouse that consists of various data marts in star scheme format.  ... 
doi:10.7166/17-1-162 fatcat:wp64v2dhwjfofd37zjylbxgcvm

Temporal and Evolving Data Warehouse Design

Sidra Faisal, Mansoor Sarwar, Khurram Shahzad, Shahzad Sarwar, Waqar Jaffry, Muhammad Murtaza Yousaf
2017 Scientific Programming  
This paper analyses the schemes that satisfy such challenging aspects faced by a data warehouse and proposes taxonomy for characterizing the existing models to temporal data management in data warehouse  ...  This has led to the development of various schemes, including evolution of data and evolution of data model and versioning of dimensional model.  ...  The temporal data in a DW enables us to perform what-if analysis. Time stamps, such as valid time (VT), transaction time (TT), and DW loading time, are used to capture timevarying states.  ... 
doi:10.1155/2017/7392349 fatcat:ju7vob5hgnhatc7n3ur3lqsivq

Measuring the Impact of Information Technology on Value and Productivity using a Process-Based Approach: The case for RFID Technologies

Brian Subirana, Chad C. Eckes, George Herman, Sanjay Sarma, Michael Barrett
2003 Social Science Research Network  
Our approach builds on the MIT Process Handbook as a basis to both guide the analysis and capture the resulting knowledge for future use.  ...  He has contributed a lot of his time while following the research from day one and providing copious detailed comments on various drafts of this paper.  ...  Though we did not study these processes in detail, we suggest that in many cases, value could be found and quantified using the same methodology.  ... 
doi:10.2139/ssrn.478582 fatcat:tggyp3ijcfelrap622vhbgmube

Data-Driven Next Destination Prediction and ETA Improvement for Urban Delivery Fleets

Bing Zhao, Yon Shin Teo, Wee Siong Ng, Hai Heng Ng
2019 IET Intelligent Transport Systems  
data using a non-linear autoregressive neural network, and a road incident detector for real-time ETA improvement.  ...  In an urban logistics system, predictions of the next destination and estimated time of arrival (ETA) are of paramount importance for efficient resource planning of delivery fleets and for providing a  ...  on Data Science (NRF2016NRF-NSFC001-113). 10 References  ... 
doi:10.1049/iet-its.2019.0148 fatcat:vub7kw7lbbehtfp5epqjqoou5a

Statistical metadata in knowledge discovery

Claudia Jiménez Ramírez, Maria Edith Burke, Ivonne Rodríguez Flores
2017 Dyna  
Data warehouse and metadata A data warehouse is an integrated, time-variant and nonvolatile collection of data in support of the decision making process.  ...  Because data warehouses store historical data, the dimension Time Class always appears in the model and we present this dimension as an instantance of Dimension.  ... 
doi:10.15446/dyna.v84n202.61417 fatcat:4c26rkly5ncetkvgydqlc5zhzm

Modern Network Analytics Architecture Stack to Enterprise Networks

K. Palanivel
2019 International Journal for Research in Applied Science and Engineering Technology  
With this architecture, it strongly believes that it can improve agility, while at the same time having control over data integration and distribution.  ...  Advanced analytics capabilities can support better capacity planning and traffic management in an enterprise network.  ...  onsite hardware warehouse to collect, store, and analyses the data.  ... 
doi:10.22214/ijraset.2019.4480 fatcat:otcfqi7c4beb7mid5chcp2nsyi

A synchronized strategy to minimize vehicle dispatching time: a real example of steel industry

K. R. Zuting, P. Mohapatra, Y. Daultani, M. K. Tiwari
2014 Advances in Manufacturing  
Supply chain flows could be interrupted due to many sources of delays that lead to additional time in dispatching process and reduction in customer service level.  ...  The problem considered in this paper consists of long waiting times of loading vehicles inside the plant.  ...  Any kind of delay in these sub-processes increases the dispatching time and hence results in poor customer service level and increasing of warehouse/transportation costs [1] .  ... 
doi:10.1007/s40436-014-0082-1 fatcat:q4msy65f25d5po2uqn3xcqzsga

Augmented Reality in Logistics

Arnis Cirulis, Egils Ginters
2013 Procedia Computer Science  
The successful use of AR technologies in various industries and some experimental approbation in warehouse environments confirms the potential and perspectives.  ...  To decrease the error rate of object selection and decision-making time it is necessary to simplify natural logistics element execution and make it more humane where human resources are involved.  ...  Development of an AR pilot product for logistics is delayed by a lack of hardware equipment for real time tracking of people in a warehouse environment.  ... 
doi:10.1016/j.procs.2013.12.003 fatcat:wyemzcjoqramvofsrusuqojpqi

Assessing construction material manufacturers' warehouse processes from a customer satisfaction perspective

Polycarp O. Alumbugu, Winston W.M. Shakantu, Ibrahim Saidu
2021 Journal of Transport and Supply Chain Management  
Disclaimer The views and opinions expressed in this article are those of the authors and do not necessarily reflect the official policy or position of any affiliated agency of the authors.  ...  Acknowledgements Competing interests The authors declare that they have no competing interests that may have inappropriately influenced them in writing this article.  ...  Research methodology Research design This article adopted a case study research design method in which quantitative data were collected and analysed.  ... 
doi:10.4102/jtscm.v15i0.529 fatcat:xrif4fa5ajfqfgumo6uhx3l5ai

IJATES^2 Vol. 2, No. 3

Jaroslav Koton
2013 International Journal of Advances in Telecommunications, Electrotechnics, Signals and Systems  
This time is the tradeoff between the cycle length that can handle larger amounts of data and low delay.  ...  Achieved simulation results and their analyses have been discussed in the previous chapter.  ... 
doi:10.11601/ijates.v2i3.80 doaj:c6a58813486c4def8811491a4eef746a fatcat:42sz7nfwqvecfgddjbzeikxo4u
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