NDLI: Research on data pre-deployment in information service flow of digital ocean cloud computing

Content Provider	Springer Nature Link
Author	Shi, Suixiang Xu, Lingyu Dong, Han Wang, Lei Wu, Shaochun Qiao, Baiyou Wang, Guoren
Copyright Year	2014
Abstract	Data pre-deployment in the HDFS (Hadoop distributed file systems) is more complicated than that in traditional file systems. There are many key issues need to be addressed, such as determining the target location of the data prefetching, the amount of data to be prefetched, the balance between data prefetching services and normal data accesses. Aiming to solve these problems, we employ the characteristics of digital ocean information service flows and propose a deployment scheme which combines input data prefetching with output data oriented storage strategies. The method achieves the parallelism of data preparation and data processing, thereby massively reducing I/O time cost of digital ocean cloud computing platforms when processing multi-source information synergistic tasks. The experimental results show that the scheme has a higher degree of parallelism than traditional Hadoop mechanisms, shortens the waiting time of a running service node, and significantly reduces data access conflicts.
Starting Page	82
Ending Page	92
Page Count	11
File Format	PDF
ISSN	0253505X
Journal	Acta Oceanologica Sinica
Volume Number	33
Issue Number	9
e-ISSN	18691099
Language	English
Publisher	The Chinese Society of Oceanography
Publisher Date	2014-09-02
Publisher Place	Heidelberg
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	HDFS data prefetching cloud computing service flow digital ocean Oceanography Climatology Ecology Engineering Fluid Dynamics Marine & Freshwater Sciences Environmental Chemistry
Content Type	Text
Resource Type	Article
Subject	Aquatic Science Oceanography

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

Research on cloud computing and services framework of marine environmental information management

“Digital earth” in support of an online oceanic educational public service and popularization

Heat flow measurements on the Lomonosov Ridge, Arctic Ocean

China Argo project: progress in China Argo ocean observations and data applications

Scientific questions about South China Sea ocean dynamics

An operational radar current observing and data service platform in the East China Sea

Estimation of eddy heat transport in the global ocean from Argo data

Characteristics of cyclone climatology and variability in the Southern Ocean

Chinese seventh Arctic scientific expedition

Research on data pre-deployment in information service flow of digital ocean cloud computing

Similar Documents

Research on cloud computing and services framework of marine environmental information management

“Digital earth” in support of an online oceanic educational public service and popularization

Heat flow measurements on the Lomonosov Ridge, Arctic Ocean

China Argo project: progress in China Argo ocean observations and data applications

Scientific questions about South China Sea ocean dynamics

An operational radar current observing and data service platform in the East China Sea

Estimation of eddy heat transport in the global ocean from Argo data

Characteristics of cyclone climatology and variability in the Southern Ocean

Chinese seventh Arctic scientific expedition

Research on data pre-deployment in information service flow of digital ocean cloud computing