Cloud based Big Data Analytics: A Survey of Current Research and Future Directions
August 18, 2015 ยท The Cartographer ยท ๐ arXiv.org
"No code URL or promise found in abstract"
"Title-pattern auto-detect: Cloud based Big Data Analytics: A Survey of Current Research and Future Directions"
Evidence collected by the PWNC Scanner
Authors
Samiya Khan, Kashish Ara Shakil, Mansaf Alam
arXiv ID
1508.04733
Category
cs.DC: Distributed Computing
Citations
56
Venue
arXiv.org
Last Checked
1 day ago
Abstract
The advent of the digital age has led to a rise in different types of data with every passing day. In fact, it is expected that half of the total data will be on the cloud by 2016. This data is complex and needs to be stored, processed and analyzed for information that can be used by organizations. Cloud computing provides an apt platform for big data analytics in view of the storage and computing requirements of the latter. This makes cloud-based analytics a viable research field. However, several issues need to be addressed and risks need to be mitigated before practical applications of this synergistic model can be popularly used. This paper explores the existing research, challenges, open issues and future research direction for this field of study.
Community Contributions
Found the code? Know the venue? Think something is wrong? Let us know!
๐ Similar Papers
In the same crypt โ Distributed Computing
R.I.P.
๐ป
Ghosted
R.I.P.
๐ป
Ghosted
Reproducing GW150914: the first observation of gravitational waves from a binary black hole merger
R.I.P.
๐ป
Ghosted
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
R.I.P.
๐ป
Ghosted
Efficient Architecture-Aware Acceleration of BWA-MEM for Multicore Systems
R.I.P.
๐ป
Ghosted
Adaptive Federated Learning in Resource Constrained Edge Computing Systems
R.I.P.
๐ป
Ghosted