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Serverless computing: state-of-the-art, challenges and opportunities
Serverless computing is growing in popularity by virtue of its lightweight and simplicity of
management. It achieves these merits by reducing the granularity of the computing unit to …
management. It achieves these merits by reducing the granularity of the computing unit to …
The serverless computing survey: A technical primer for design architecture
The development of cloud infrastructures inspires the emergence of cloud-native computing.
As the most promising architecture for deploying microservices, serverless computing has …
As the most promising architecture for deploying microservices, serverless computing has …
Serverless in the wild: Characterizing and optimizing the serverless workload at a large cloud provider
Function as a Service (FaaS) has been gaining popularity as a way to deploy computations
to serverless backends in the cloud. This paradigm shifts the complexity of allocating and …
to serverless backends in the cloud. This paradigm shifts the complexity of allocating and …
Cloud programming simplified: A berkeley view on serverless computing
E Jonas, J Schleier-Smith, V Sreekanti, CC Tsai… - ar** serverless computing alive with greedy-dual caching
Functions as a Service (also called serverless computing) promises to revolutionize how
applications use cloud resources. However, functions suffer from cold-start problems due to …
applications use cloud resources. However, functions suffer from cold-start problems due to …
SPINN: Synergistic progressive inference of neural networks over device and cloud
Despite the soaring use of convolutional neural networks (CNNs) in mobile applications,
uniformly sustaining high-performance inference on mobile has been elusive due to the …
uniformly sustaining high-performance inference on mobile has been elusive due to the …
Faasm: Lightweight isolation for efficient stateful serverless computing
Serverless computing is an excellent fit for big data processing because it can scale quickly
and cheaply to thousands of parallel functions. Existing serverless platforms isolate …
and cheaply to thousands of parallel functions. Existing serverless platforms isolate …
The rise of serverless computing
The rise of serverless computing Page 1 44 COMMUNICATIONS OF THE ACM |
DECEMBER 2019 | VOL. 62 | NO. 12 contributed articles ILL US TRA TION B Y PETER …
DECEMBER 2019 | VOL. 62 | NO. 12 contributed articles ILL US TRA TION B Y PETER …
Icebreaker: Warming serverless functions better with heterogeneity
Serverless computing, an emerging computing model, relies on" warming up" functions prior
to its anticipated execution for faster and cost-effective service to users. Unfortunately …
to its anticipated execution for faster and cost-effective service to users. Unfortunately …
Faster and cheaper serverless computing on harvested resources
Serverless computing is becoming increasingly popular due to its ease of programming, fast
elasticity, and fine-grained billing. However, the serverless provider still needs to provision …
elasticity, and fine-grained billing. However, the serverless provider still needs to provision …