A view of cloud computing
Michael Armbrust,Armando Fox,Rean Griffith,Anthony D. Joseph,Randy H. Katz,Andy Konwinski,Gunho Lee,David A. Patterson,Ariel Rabkin,Ion Stoica,Matei Zaharia +10 more
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The clouds are clearing the clouds away from the true potential and obstacles posed by this computing capability.Abstract:
Clearing the clouds away from the true potential and obstacles posed by this computing capability.read more
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ANGEL: Agent-Based Scheduling for Real-Time Tasks in Virtualized Clouds
TL;DR: An agent-based dynamic scheduling algorithm named ANGEL is proposed for real-time, independent and aperiodic tasks in clouds and experimental results indicate that ANGEL can efficiently solve the real- time task scheduling problem in virtualized clouds.
Security Threats and Countermeasures in Cloud Computing
TL;DR: Light is cast over the major security threats of cloud computing systems, while introducing the most suitable countermeasures for them, providing a useful and little-known list of threats.
Journal ArticleDOI
A Lightweight Autoscaling Mechanism for Fog Computing in Industrial Applications
TL;DR: Experimental results showed that the proposed FRAS mechanism yields a better service scale with lower average delay, error rate, and operating expenses compared to other autoscaling schemes.
Journal ArticleDOI
The Internet of Things, Fog and Cloud Continuum: Integration and Challenges
Luiz F. Bittencourt,Roger Immich,Rizos Sakellariou,Nelson L. S. da Fonseca,Edmundo R. M. Madeira,Marilia Curado,Leandro A. Villas,Luiz da Silva,Craig Lee,Omer Rana +9 more
TL;DR: In this article, a literature review of the IoT-Fog-Cloud ecosystem is presented, including how it can be organized, how management is being addressed, and how applications can benefit from it.
Posted Content
Scalable Deep Learning on Distributed Infrastructures: Challenges, Techniques and Tools
Ruben Mayer,Hans-Arno Jacobsen +1 more
TL;DR: This survey performs a broad and thorough investigation on challenges, techniques and tools for scalable DL on distributed infrastructures, and highlights future research trends in DL systems that deserve further research.
References
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Journal Article
Above the Clouds: A Berkeley View of Cloud Computing
Michael Armbrust,Armando Fox,Rean Griffith,Anthony D. Joseph,Randy H. Katz,Andy Konwinski,Gunho Lee,David A. Patterson,Ariel Rabkin,Ion Stoica,Matei Zaharia +10 more
TL;DR: This work focuses on SaaS Providers (Cloud Users) and Cloud Providers, which have received less attention than SAAS Users, and uses the term Private Cloud to refer to internal datacenters of a business or other organization, not made available to the general public.
Journal ArticleDOI
The Case for Energy-Proportional Computing
Luiz Andre Barroso,Urs Hölzle +1 more
TL;DR: Energy-proportional designs would enable large energy savings in servers, potentially doubling their efficiency in real-life use, particularly the memory and disk subsystems.
An Evaluation of Amazon's Grid Computing Services: EC2, S3, and SQS
TL;DR: It is found that this collection of AmazonWeb Services (AWS) has great promise but are hobbled by service consistency problems, the lack of a Service Level Agreement (SLA), and a problematic Web Services Licensing Agreement (WSLA).