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Light weight serverless computing at fog nodes for internet of things systems
2022
Indonesian Journal of Electrical Engineering and Computer Science
Preserved Fulltext
Serverless computing is a promising technique that allows developer to write an application code, in any programming language, and specify an event to start its execution. ...
Thus, IoT system can get a good benefit of serverless environment. The proposed work introduces a framework to allow Serverless computing to take place on the Fog nodes near the data collectors. ...
The system introduced by the user is not applicable, and a high computational power is lost in managing messages Persson and Angelsmark [12] introduced Kappa framework that applies Serverless computing ...
doi:10.11591/ijeecs.v26.i1.pp394-403
fatcat:a6w33if3tjfinnfqtaujdbpe6u
A Review of Serverless Use Cases and their Characteristics
[article]
2021
arXiv
pre-print
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2020 pre-print arXiv:2008.11110v1 fatcat:swma2mrjzbf3lp4btwttismlsy
The serverless computing paradigm promises many desirable properties for cloud applications - low-cost, fine-grained deployment, and management-free operation. ...
for peer-reviewed publication. ...
framework that utilizes serverless technologies. ...
arXiv:2008.11110v2
fatcat:mjc2xupsavb4vpklg3rnhfecaa
Secure FaaS orchestration in the fog: how far are we?
2021
Computing
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Indeed, FaaS providers offer resource auto-provisioning, auto-scaling and pay-per-use billing at no costs for idle time. ...
AbstractFunction-as-a-Service (FaaS) allows developers to define, orchestrate and run modular event-based pieces of code on virtualised resources, without the burden of managing the underlying infrastructure ...
Fog computing testbed for research & education", funded by the Department of Computer Science of the University of Pisa, Italy. ...
doi:10.1007/s00607-021-00924-y
fatcat:k7nlvcrfcncgzfqeb2lnsdjizm
Serverless Workflows with Durable Functions and Netherite
[article]
2021
arXiv
pre-print
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To address these, we propose Durable Functions, a programming model for serverless workflows, and Netherite, a distributed execution engine to execute them efficiently. ...
However, existing solutions for authoring workflows provide a rudimentary experience compared to writing standard code in a modern programming language. ...
Kappa [48] proposes a programming framework for serverless that addresses two issues with serverless functions: the execution time limit and the lack of coordination between lambdas. ...
arXiv:2103.00033v1
fatcat:m4ixscipebfkvcfyvs5ylz47qa
Serverless Computing: A Survey of Opportunities, Challenges and Applications
[article]
2021
arXiv
pre-print
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2019 pre-print arXiv:1911.01296v3 fatcat:c2esltnlnrhf5fulfefjertmkuOther Versions
Many have praised the approach to be a platform for a new era of computing and some have argued that it is in fact a step backward. ...
The topic of serverless computing has proved to be a controversial subject both within academic and industrial communities. ...
[46] introduced Kappa which is a flexible and intuitive serverless platform for IoTs.
CHALLENGES This section presents challenges toward serverless computing. ...
arXiv:1911.01296v4
fatcat:jk7e74dcqbcqrh7usbxjbvr52i
Cloudburst: Stateful Functions-as-a-Service
[article]
2020
arXiv
pre-print
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Function-as-a-Service (FaaS) platforms and "serverless" cloud computing are becoming increasingly popular. ...
benefits of serverless computing. ...
Distributed Execution Frameworks Research in systems for distributed computing systems has a long history [14] and has seen recent advances, with frameworks such as Ray [64] , Dask [72] , and Orleans ...
arXiv:2001.04592v2
fatcat:txil6f7nprcezlmc45qscw7voe
Stateless IoT
2020
Information
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We introduce a basic model for system operation and energy footprint evaluation. To demonstrate its soundness, we study a simple use case, from the design to a prototype. ...
In this paper, we show how serverless functions, asynchronously invoked by the stateless edge devices, are an energy-saving option. ...
For instance, the Kappa framework [8] introduces a set of functional modules instantiated using standard HTTP verbs embedded into a specific scripting language. ...
doi:10.3390/info11020085
fatcat:kzycvf25ufcsbfdbtvzk7ab3e4
A Practical Experience on the Amazon Alexa Integration in Smart Offices
2021
Sensors
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In a competitive business world, the challenge of providing a balance between the efficiency and wellbeing of employees may be supported with new technologies. ...
The obtained results demonstrated that the interaction with the voice assistant is reasonable, especially for easy and moderate utterances. ...
Acknowledgments: This work was supported by a grant of the Romanian Ministry of Research, Innovation and Digitization, project number POC/398/1-Development of networks of R&D centers, coordinated at national ...
doi:10.3390/s21030734
pmid:33499092
fatcat:imptixnuibgetmgbb3qvfdzjhy
Microservice security: a systematic literature review
2022
PeerJ Computer Science
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We summarise our analyses in the conclusion in the form of a call for action to address the main open challenges. ...
Microservices is an emerging paradigm for developing distributed systems. With their widespread adoption, more and more work investigated the relation between microservices and security. ...
Theoretical and Applicative for publications that develop a theory and provide a practical tool, framework, program, or application. ...
doi:10.7717/peerj-cs.779
pmid:35111904
pmcid:PMC8771803
fatcat:mc62rtl2kbb7tcm4d6p77xwwum
Recent Advances in Data Engineering for Networking
2022
IEEE Access
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We also propose several recommendations for early adoption of these technologies and frameworks in telecommunication infrastructures and platforms. ...
We provide a comprehensive analysis of standardization efforts as well as platform development activities related to data engineering driven network design. ...
programming. ...
doi:10.1109/access.2022.3162863
fatcat:jqpp6dyk3jf3tnzovplmlkoewu
Improved Twitter Sentiment Analysis Using Naive Bayes and Custom Language Model
[article]
2017
arXiv
pre-print
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Our predictive model was a combination of a traditional supervised machine learning algorithm and a custom-developed natural language model for identifying promotional tweets, that identifies a product-specific ...
However, the score calculation can be refined to provide a better illustration of a user's contribution. ...
. • P(xn | cj=) Even though the independence assumption of Naïve Bayes does not always hold true for textual data, as there will always be dependence between certain attributes [12] , it provides a framework ...
arXiv:1711.11081v1
fatcat:6uc3y5xofjeetdvj34bptf2xta
The Effects of Continuous Integration on Software Development: a Systematic Literature Review
[article]
2022
arXiv
pre-print
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Method: Through a Systematic Literature Review, we search for studies in six digital libraries. ...
Context: Continuous integration (CI) is a software engineering technique that proclaims a set of frequent activities to assure the health of the software product. ...
tractability of programming. ...
arXiv:2103.05451v3
fatcat:thq23li3k5fslebjyr5hqui3wi
Distributed stream and event processing pipeline in serverless architecture
[article]
2021
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This dissertation presents the theoretical background on data processing and the two prevalent architectures for stream processing: The Lambda and Kappa architecture. ...
Data stream processing in real-time has become a crucial operation for several business domains, however processing a large amount of data often from different sources still represents a challenge both ...
Apache Flink is a framework and distributed processing engine for stateful computations over unbounded and bounded data. ...
doi:10.26267/unipi_dione/1052
fatcat:nxq5uk5adne7njosrjnje5koju
State of AI Ethics Report (Volume 6, February 2022)
[article]
2022
arXiv
pre-print
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It is a resource for researchers and practitioners alike in the field to set their research and development agendas to make contributions to the field of AI ethics. ...
The report is a comprehensive overview of what the key issues in the field of AI ethics were in 2021, what trends are emergent, what gaps exist, and a peek into what to expect from the field of AI ethics ...
The AI Incident Database is built on a document database and a collection of serverless browser applications. ...
arXiv:2202.07435v1
fatcat:wbalu3j3ynelfim7eqvxcpwu3q
Lambda Architecture for Distributed Stream Processing in the Fog
2021
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To do that, programming models, frameworks, platforms, and tools such as the Apache Hadoop ecosystem and the MapReduce programming model have been established. ...
However, such frameworks usually operate in the cloud within a local cluster with low latency. ...
To do that, programming models, frameworks, platforms, and tools have been established. ...
doi:10.34726/hss.2021.77101
fatcat:jmqpdyootvc4zb27ljlsphvjeq
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