Title
A Holistic Approach to Data Access for Cloud-Native Analytics and Machine Learning
Abstract
Cloud providers offer a variety of storage solutions for hosting data, both in price and in performance. For Analytics and machine learning applications, object storage services are the go-to solution for hosting the datasets that exceed tens of gigabytes in size. However, such a choice results in performance degradation for these applications and requires extra engineering effort in the form of c...
Year
DOI
Venue
2021
10.1109/CLOUD53861.2021.00084
2021 IEEE 14th International Conference on Cloud Computing (CLOUD)
Keywords
DocType
ISSN
Training,Degradation,Deep learning,Cloud computing,Codes,Conferences,Benchmark testing
Conference
2159-6182
ISBN
Citations 
PageRank 
978-1-6654-0060-2
0
0.34
References 
Authors
0
4
Name
Order
Citations
PageRank
Panos Koutsovasilis100.34
Srikumar Venugopal200.34
Yiannis Gkoufas3175.96
Christian Pinto402.03