Deepcache: A deep learning based framework for content caching

A Narayanan, S Verma, E Ramadan, P Babaie… - Proceedings of the …, 2018 - dl.acm.org
In this paper, we present DEEPCACHE a novel Framework for content caching, which can
significantly boost cache performance. Our Framework is based on powerful deep recurrent …

Making content caching policies' smart'using the deepcache framework

A Narayanan, S Verma, E Ramadan, P Babaie… - ACM SIGCOMM …, 2019 - dl.acm.org
In this paper, we present Deepcache a novel Framework for content caching, which can
significantly boost cache performance. Our Framework is based on powerful deep recurrent …

Sharing cache resources among content providers: A utility-based approach

M Dehghan, W Chu, P Nain, D Towsley… - … /ACM Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we consider the problem of allocating cache resources among multiple content
providers. The cache can be partitioned into slices and each partition can be dedicated to a …

Big cache abstraction for cache networks

E Ramadan, A Narayanan, ZL Zhang… - 2017 IEEE 37th …, 2017 - ieeexplore.ieee.org
In this paper, we advocate the notion of" BIG" cache as an innovative abstraction for
effectively utilizing the distributed storage and processing capacities of all servers in a cache …

OpenCDN: An ICN-based open content distribution system using distributed actor model

A Narayanan, E Ramadan… - IEEE INFOCOM 2018 …, 2018 - ieeexplore.ieee.org
Building upon the results of recent works on understanding large-scale content distribution
systems, we revisit CONIA, a Content-provider Oriented Namespace Independent …

A framework for evaluating caching policies in a hierarchical network of caches

E Ramadan, P Babaie, ZL Zhang - 2018 IFIP Networking …, 2018 - ieeexplore.ieee.org
Much attention of the research community has focused on performance analysis of cache
networks under various caching policies. However, the issue of how to evaluate and …

Performance estimation and evaluation framework for caching policies in hierarchical caches

E Ramadan, P Babaie, ZL Zhang - Computer Communications, 2019 - Elsevier
The emergence of information-centric network (ICN) architectures has attracted a flurry of
renewed research interest in caching policies and their performance analysis. One important …

Enhancing the Performance of Mobile Video Streaming Ecosystems

ER Shehata - 2022 - search.proquest.com
Recent years have witnessed a rapid increase in video streaming services (eg., Netflix,
YouTube, Amazon Video,... etc) to meet users' interests as a result of the massive content …