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A framework for developing a real-time lake phytoplankton forecasting system to support water quality management in the face of global change. [PDF]

Ambio
Carey CC, Calder RSD, Figueiredo RJ, Gramacy RB, Lofton ME, Schreiber ME, Thomas RQ.   +6 more
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An intelligent federated learning boosted cyberattack detection system for Denial-Of-Wallet attack using advanced heuristic search with multimodal approaches. [PDF]

Sci Rep
Akhmetshin E, Hudayberganov D, Shichiyakh R, Yellisetti S, Pappala LK, Shukla RD, Chandra S.   +6 more
europepmc   +1 more source

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Making Serverless Computing More Serverless

2018 IEEE 11th International Conference on Cloud Computing (CLOUD), 2018
In serverless computing, developers define a function to handle an event, and the serverless framework horizontally scales the application as needed. The downside of this function-based abstraction is it limits the type of application supported and places a bound on the function to be within the physical resource limitations of the server the function ...
Zaid Al-Ali, Sepideh Goodarzy, Ethan Hunter, Sangtae Ha, Richard Han, Eric Keller, Eric Rozner   +6 more
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Serverless Computing

IEEE Internet Computing
Recently, serverless computing has become a newfound computing platform for the cloud-based deployment of applications and it took over all other contemporary computing platforms. It has two significant advantages over its contemporary computing platforms.
Padmavathi Vurubindi, Sujatha Canavoy Narahari   +1 more
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Benchmarking Serverless Computing Platforms

Journal of Grid Computing, 2020
We propose a benchmarking test suite to evaluate performance of cloud serverless platforms and an open source software tool to automate the test process. Additionally, we used this setup to compare the commercial offers of Amazon, Google, Microsoft, and IBM. The work builds on ideas and experiments reported in the literature that, nevertheless, did not
Horácio Martins, Filipe Araujo, Paulo Rupino da Cunha   +2 more
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The serverless trilemma: function composition for serverless computing

Proceedings of the 2017 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software, 2017
The field of serverless computing has recently emerged in support of highly scalable, event-driven applications. A serverless application is a set of stateless functions, along with the events that should trigger their activation. A serverless runtime allocates resources as events arrive, avoiding the need for costly pre-allocated or dedicated hardware.
Ioana Baldini, Perry Cheng, Stephen J. Fink, Nick Mitchell, Vinod Muthusamy, Rodric Rabbah, Philippe Suter, Olivier Tardieu   +7 more
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Serverless Computation with NuLambda

2021
In recent years, the use of serverless computing and, in particular, Function as a Service (FaaS) has increased as an execution model where there is no clear server management performed by the user as on virtual machines. Instead, the cloud provider dynamically allocates resources to the function invocations and a corresponding charge is introduced ...
R. Eashwaran, Tanya Mittal, Kavita Sheoran   +2 more
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Understanding Serverless Computing

2017
Serverless architecture encompasses many things, and before jumping into creating serverless applications, it is important to understand exactly what serverless computing is, how it works, and the benefits and use cases for serverless computing. Generally, when people think of serverless computing, they tend to think of applications with back-ends that
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Serverless Computing

2022
Benjamin Kettner, Frank Geisler
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Heterogeneous Serverless Computing

Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023
Dong Du, Yubin Xia, Binyu Zang, Haibo Chen   +3 more
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