TY - GEN
T1 - The big data landscape
T2 - 10th International Workshop on Databases in Networked Information Systems, DNIS 2015
AU - Agrawal, Divyakant
AU - Chawla, Sanjay
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2015.
PY - 2015
Y1 - 2015
N2 - Big Data provides an opportunity to interrogate some of the deepest scientific mysteries, e.g., how the brain works and develop new technologies, like driverless cars which, till very recently, were more in the realm of science fiction than reality. However Big Data as an entity in its own right creates several computational and statistical challenges in algorithm, systems and machine learning design that need to be addressed. In this paper we survey the Big Data landscape and map out the hurdles that must be overcome and opportunities that can be exploited in this paradigm shifting phenomenon.
AB - Big Data provides an opportunity to interrogate some of the deepest scientific mysteries, e.g., how the brain works and develop new technologies, like driverless cars which, till very recently, were more in the realm of science fiction than reality. However Big Data as an entity in its own right creates several computational and statistical challenges in algorithm, systems and machine learning design that need to be addressed. In this paper we survey the Big Data landscape and map out the hurdles that must be overcome and opportunities that can be exploited in this paradigm shifting phenomenon.
UR - http://www.scopus.com/inward/record.url?scp=84924533270&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-16313-0_1
DO - 10.1007/978-3-319-16313-0_1
M3 - Conference contribution
AN - SCOPUS:84924533270
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 1
EP - 11
BT - Databases in Networked Information Systems - 10th International Workshop, DNIS 2015, Proceedings
A2 - Chu, Wanming
A2 - Kikuchi, Shinji
A2 - Bhalla, Subhash
PB - Springer Verlag
Y2 - 23 March 2015 through 25 March 2015
ER -