New Data Access Challenges for Data Intensive Research in Russia
نویسندگان
چکیده
The goal of this survey is to analyze the global trends for development of massive data collections and related infrastructures in the world aimed at the evaluation of the opportunities for the shared usage of such collections during research, decision making and problem solving in various data intensive domains (DIDs) in Russia. The representative set of DIDs selected for the survey includes astronomy, genomics and proteomics, neuroscience (human brain investigation), materials science and Earth sciences. For each of such DID the strategic initiatives (or large projects) in USA and Europe aimed at creation of big data collections and the respective infrastructures planned up to 2025 are briefly overviewed. The IT projects aimed at the development of the infrastructures supporting access to and analysis of such data collections are also briefly overviewed. The paper concludes with an idea of organizing in Russia of a target interdisciplinary program for the development of the pilot project of the distributed infrastructure and platform for the access to various kinds of data in the world, storage of data and their analysis during research in various DIDs. As a part of such infrastructure, the program should also include development of the high performance interdisciplinary center for data intensive applications support in various DIDs. This survey is intended also to serve as a basis for the panel discussion at the International Conference DAMDID/RCDL’2015.
منابع مشابه
Secrecy of Communications in Data Transmission by Impulses with Unknown Moments of Appearance and Disappearance
We carried out a comparative analysis of the algorithms for detecting a rectangular impulse against Gaussian white noise under either authorized or unauthorized access to the transmitted data. We presupposed that for data transmission the binary communication system is used and that the useful information in the data is whether the signal is present or absent. The case is that unauthorized acce...
متن کاملEnforcing RBAC Policies over Data Stored on Untrusted Server (Extended Version)
One of the security issues in data outsourcing is the enforcement of the data owner’s access control policies. This includes some challenges. The first challenge is preserving confidentiality of data and policies. One of the existing solutions is encrypting data before outsourcing which brings new challenges; namely, the number of keys required to access authorized resources, efficient policy u...
متن کاملA New Job Scheduling in Data Grid Environment Based on Data and Computational Resource Availability
Data Grid is an infrastructure that controls huge amount of data files, and provides intensive computational resources across geographically distributed collaboration. The heterogeneity and geographic dispersion of grid resources and applications place some complex problems such as job scheduling. Most existing scheduling algorithms in Grids only focus on one kind of Grid jobs which can be data...
متن کاملAnalysis of the Impact of Economic Sanctions on Health Research and Publication Activities of Scientists from Iran
The article discusses the publication activity of scientists in the field of studying the consequences of US economic sanctions against Iran, and their impact on the development of science and the economy in this countries. The paper considers the dynamics of publication activity in the field of biomedicine of Iranian scientists over the past 20 years. Increased sanctions have led to a shortage...
متن کاملMothers' Challenges after Infants' Discharge from Neonatal Intensive Care Unit: A Qualitative Study
ABSTRACTBackground: Mothers with premature infants face certain challenges such as uncertainty on how to deal with their infant's condition and care for it after discharge from neonatal intensive care unit (NICU).Methods: A qualitative design was used to explain mothers' challenges after their infant's discharge from NICUs in Isfahan, Iran, 2015. Purposive sampling was adopted to interview the ...
متن کامل