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Next Generation Cloud Computing: New Trends and Research Directions [PDF]
, 2017 The landscape of cloud computing has significantly changed over the last decade. Not only have more providers and service offerings crowded the space, but also cloud infrastructure that was traditionally limited to single provider data centers is now ...
Buyya, Rajkumar, Varghese, Blesson
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Big Data Analytics for Smart Cities: The H2020 CLASS Project [PDF]
, 2018 Applying big-data technologies to field applications has resulted in several new needs. First, processing data across a compute continuum spanning from cloud to edge to devices, with varying capacity, architecture etc.
Bertogna, Marko +5 more
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Computational Strategies for Scalable Genomics Analysis. [PDF]
, 2019 The revolution in next-generation DNA sequencing technologies is leading to explosive data growth in genomics, posing a significant challenge to the computing infrastructure and software algorithms for genomics analysis.
Shi, Lizhen, Wang, Zhong
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Optimal serverless networks attacks, complexity and some approximate algorithms [PDF]
, 2008 A network attack is a set of network elements that are disabled by an adversary. The goal for the attack is to produce the most possible damage to the network in terms of network connectivity by disabling the least possible number of network elements.
Aguirre, Carlos +2 more
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funcX: A Federated Function Serving Fabric for Science
, 2020 Exploding data volumes and velocities, new computational methods and platforms, and ubiquitous connectivity demand new approaches to computation in the sciences.
Akkus I. E. +11 more
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Serving deep learning models in a serverless platform
, 2018 Serverless computing has emerged as a compelling paradigm for the development and deployment of a wide range of event based cloud applications. At the same time, cloud providers and enterprise companies are heavily adopting machine learning and ...
Ishakian, Vatche +2 more
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Serverless Computing: Current Trends and Open Problems
, 2017 Serverless computing has emerged as a new compelling paradigm for the deployment of applications and services. It represents an evolution of cloud programming models, abstractions, and platforms, and is a testament to the maturity and wide adoption of ...
Baldini, Ioana +10 more
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RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing
International Conference on Architectural Support for Programming Languages and Operating SystemsServerless computing has grown rapidly as a new cloud computing paradigm that promises ease-of-management, cost-efficiency, and auto-scaling by shipping functions via self-contained virtualized containers. Unfortunately, serverless computing suffers from
Hanfei Yu +7 more
semanticscholar +1 more source
OverSketch: Approximate Matrix Multiplication for the Cloud
, 2019 We propose OverSketch, an approximate algorithm for distributed matrix multiplication in serverless computing. OverSketch leverages ideas from matrix sketching and high-performance computing to enable cost-efficient multiplication that is resilient to ...
Courtade, Thomas +3 more
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Carbon Catcher Design Report [PDF]
, 2020 Overview. The design of the overall Carbon Catcher project can be separated into four distinct systems, each of which is assigned a specialized committee. The committee names and responsibilities are listed below: Air Mover The overall goal for the Air
Barbakh, Ahmad +5 more
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