NDLI: A distributed framework for mining financial data

Content Provider	IEEE Xplore Digital Library
Author	Ding, A.H.W. Phooi Yee Lau Soung-Yue Liew Ee Na Teoh Nazir, A. Poh kit Chong Karuppiah, E.K. Yassin, Y.M.
Copyright Year	2012
Description	Author affiliation: Information Communication Technology Cluster, MIMOS BERHAD, Technology Park Malaysia, 57000 Kuala Lumpur (Nazir, A.; Poh kit Chong; Karuppiah, E.K.; Yassin, Y.M.) \|\| Faculty of Information and Communication Technology Universiti Tunku Abdul Rahman, Jalan Universiti, Bandar Barat, 31900 Kampar, Perak, Malaysia (Ding, A.H.W.; Phooi Yee Lau; Soung-Yue Liew; Ee Na Teoh)
Abstract	Financial institutions are struggling with the challenges of managing and analyzing large dataset, especially if the dataset are accessed and shared among various subsidiaries from different location. These existing organizations, in the past, often employed a centralized control over their dataset as a way to curb data integrity and data solidarity. In this instance, a central processing unit, often a single machine, could consume all resources, else not affording to process the data altogether. To solve these incumbent problems, distributed computing techniques are being introduced to improve the efficiency of data processing. In this project, we present a framework to distribute processing resources for data mining tool, i.e. to provide the ability to distribute the processes, over a cloud software stack using open source tools and platforms. As a conclusion to this framework, we discussed the open source tools and platforms along with our preliminary investigation results.
Starting Page	863
Ending Page	868
File Size	568042
Page Count	6
File Format	PDF
ISBN	9781467345118
e-ISBN	9781467345101
e-ISBN	9781467345095
DOI	10.1109/CloudCom.2012.6427505
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-12-03
Publisher Place	Taiwan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Open source platform Cloud computing Distributed processing Computer architecture Virtual machining Data mining Servers Graphical user interfaces
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in