статьи по serverless

https://www.sciencedirect.com/science/article/pii/S1574013724000340
https://www.sciencedirect.com/science/article/pii/S1084804524002078
https://www.sciencedirect.com/science/article/pii/S0743731524000558
https://www.sciencedirect.com/science/article/pii/S0167739X24003716
https://www.sciencedirect.com/science/article/pii/S1383762124000523
https://www.sciencedirect.com/science/article/pii/S0167739X24002401
https://www.sciencedirect.com/science/article/pii/S0167739X24001249
https://www.sciencedirect.com/science/article/pii/S1319157824001563
https://www.sciencedirect.com/science/article/pii/S0167739X24003200
https://www.sciencedirect.com/science/article/pii/S0167739X24003170

1. Auto-scaling mechanisms in serverless computing: A comprehensive review (2024)
   • Mohammad Tari
   • Mostafa Ghobaei-Arani
   • Mohsen Ghorbian
2. Reducing cold start delay in serverless computing using lightweight virtual machines (2024)
   • Amirmohammad Karamzadeh
   • Alireza Shameli-Sendi
3. Exploiting inherent elasticity of serverless in algorithms with unbalanced and irregular workloads (2024)
   • Gerard Finol
   • Gerard París
   • Marc Sánchez-Artigas
4. Efficient and scalable covariate drift detection in machine learning systems with serverless computing (2024)
   • Jaime Céspedes Sisniega
   • Vicente Rodríguez
   • Álvaro López García
5. Cold start latency mitigation mechanisms in serverless computing: Taxonomy, review, and future directions (2024)
   • Ana Ebrahimi
   • Mostafa Ghobaei-Arani
   • Hadi Saboohi
6. StructMesh: A storage framework for serverless computing continuum (2024)
   • Diana Carrizales-Espinoza
   • Dante D. Sanchez-Gallegos
   • Jesus Carretero
7. Exploiting microservices and serverless for Digital Twins in the cloud-to-edge continuum (2024)
   • Paolo Bellavista
   • Nicola Bicocchi
   • Marco Picone
8. Enhanced centroid-based energy-efficient clustering routing protocol for serverless based wireless sensor networks (2024)
   • Seemab Karim
   • Kashif Naseer Qureshi
   • Kayhan Zrar Ghafoor
9. Concurrent service auto-scaling for Knative resource quota-based serverless system (2024)
   • Minh-Ngoc Tran
   • YoungHan Kim
10. CODE: Code once, deploy everywhere serverless functions in federated FaaS (2024)
    • Sashko Ristov
    • Simon Brandacher
    • Ruth Breu
11. A reference architecture for serverless big data processing (2024)
    • Sebastian Werner
    • Stefan Tai
12. Optimizing serverless computing: A comparative analysis of multi-output regression models for predictive function invocations (2024)
    • Mustafa Daraghmeh
    • Anjali Agarwal
    • Yaser Jararweh
13. Def-DReL: Towards a sustainable serverless functions deployment strategy for fog-cloud environments using deep reinforcement learning (2024)
    • Chinmaya Kumar Dehury
    • Shivananda Poojara
    • Satish Narayana Srirama
14. Serverless-like platform for container-based YARN clusters (2024)
    • Óscar Castellanos-Rodríguez
    • Roberto R. Expósito
    • Juan Touriño
15. Generation of a dataset for DoW attack detection in serverless architectures (2024)
    • José Manuel Ortega Candel
    • Francisco José Mora Gimeno
    • Higinio Mora Mora
16. QFaaS: A Serverless Function-as-a-Service framework for Quantum computing (2024)
    • Hoa T. Nguyen
    • Muhammad Usman
    • Rajkumar Buyya
17. Expanding the cloud-to-edge continuum to the IoT in serverless federated learning (2024)
    • Davide Loconte
    • Saverio Ieva
    • Michele Ruta
18. Rescheduling serverless workloads across the cloud-to-edge continuum (2024)
    • Sebastián Risco
    • Caterina Alarcón
    • Germán Moltó
19. Load balancing for heterogeneous serverless edge computing: A performance-driven and empirical approach (2024)
    • Mohammad Sadegh Aslanpour
    • Adel N. Toosi
    • Mohsen Amini Salehi
20. Microservices and serverless functions—lifecycle, performance, and resource utilisation of edge based real-time IoT analytics (2024)
    • Francesco Tusa
    • Stuart Clayman
    • Maria Fazio
21. A Seer knows best: Auto-tuned object storage shuffling for serverless analytics (2024)
    • Germán T. Eizaguirre
    • Marc Sánchez-Artigas
22. Resource allocation of industry 4.0 micro-service applications across serverless fog federation (2024)
    • Razin Farhan Hussain
    • Mohsen Amini Salehi
23. Pattern-based serverless data processing pipelines for Function-as-a-Service orchestration systems (2024)
    • Anil Mathew
    • Vasilios Andrikopoulos
    • Dimka Karastoyanova
24. Fluidity: Providing flexible deployment and adaptation policy experimentation for serverless and distributed applications spanning cloud–edge–mobile environments (2024)
    • Foivos Pournaropoulos
    • Alexandros Patras
    • Spyros Lalis
25. BeeFlow: Behavior tree-based Serverless workflow modeling and scheduling for resource-constrained edge clusters (2023)
    • Ke Luo
    • Tao Ouyang
    • Xu Chen
26. Intent-driven orchestration of serverless applications in the computing continuum (2024)
    • Nikos Filinis
    • Ioannis Tzanettis
    • Symeon Papavassiliou
27. Serverless computing in the cloud-to-edge continuum (2024)
    • Carlo Puliafito
    • Omer Rana
    • Hao Wu
28. A scalable modified deep reinforcement learning algorithm for serverless IoT microservice composition infrastructure in fog layer (2024)
    • Mina Emami Khansari
    • Saeed Sharifian
29. MLLess: Achieving cost efficiency in serverless machine learning training (2024)
    • Pablo Gimeno Sarroca
    • Marc Sánchez-Artigas
30. Evaluating NiFi and MQTT based serverless data pipelines in fog computing environments (2024)
    • Sreenivasu Mirampalli
    • Rajeev Wankar
    • Satish Narayana Srirama
31. Serverless application composition leveraging function fusion: Theory and algorithms (2024)
    • János Czentye
    • Balázs Sonkoly
32. ExDe: Design space exploration of scheduler architectures and mechanisms for serverless data-processing (2024)
    • Sacheendra Talluri
    • Nikolas Herbst
    • Alexandru Iosup
33. A framework for offloading and migration of serverless functions in the Edge–Cloud Continuum (2024)
    • Gabriele Russo Russo
    • Valeria Cardellini
    • Francesco Lo Presti
34. GeoPM-DMEIRL: A deep inverse reinforcement learning security trajectory generation framework with serverless computing (2024)
    • Yi-rui Huang
    • Jing Zhang
    • Yi Chen
35. QoS-aware offloading policies for serverless functions in the Cloud-to-Edge continuum (2024)
    • Gabriele Russo Russo
    • Daniele Ferrarelli
    • Francesco Lo Presti
36. Holistic cold-start management in serverless computing cloud with deep learning for time series (2024)
    • Tam n. Nguyen
37. Security computing resource allocation based on deep reinforcement learning in serverless multi-cloud edge computing (2024)
    • Hang Zhang
    • Jinsong Wang
    • Chao Bu
38. Towards providing a priority-based vital sign offloading in healthcare with serverless computing and a fog-cloud architecture (2024)
    • Gustavo André Setti Cassel
    • Rodrigo da Rosa Righi
    • Marcelo Pasin
39. Real-time air quality monitoring in Bull Trench Kiln-based Brick industry by calibrating sensor readings and utilizing the Serverless Computing (2024)
    • V Sahaya Sakila
    • S Manohar
40. ESMA: Towards elevating system happiness in a decentralized serverless edge computing framework (2024)
    • Somoshree Datta
    • Sourav Kanti Addya
    • Soumya K. Ghosh
41. Secure-by-design serverless workflows on the Edge–Cloud Continuum through the Osmotic Computing paradigm (2023)
    • Gabriele Morabito
    • Christian Sicari
    • Lorenzo Carnevale
42. EneA-FL: Energy-aware orchestration for serverless federated learning (2024)
    • Andrea Agiollo
    • Paolo Bellavista
    • Andrea Omicini
43. Deep reinforcement learning for application scheduling in resource-constrained, multi-tenant serverless computing environments (2023)
    • Anupama Mampage
    • Shanika Karunasekera
    • Rajkumar Buyya
44. Optimized resource usage with hybrid auto-scaling system for knative serverless edge computing (2024)
    • Minh-Ngoc Tran
    • YoungHan Kim
45. FaaS for IoT: Evolving Serverless towards Deviceless in I/Oclouds (2024)
    • Giovanni Merlino
    • Giuseppe Tricomi
    • Antonio Puliafito
46. Serverless utilization in microservice e-learning platform (2023)
    • Bryan Andreas Nday
    • Gede Putra Kusuma
    • Renaldy Fredyan
47. SD-SRF: An Intelligent Service Deployment Scheme for Serverless-operated Cloud-Edge Computing in 6G Networks (2024)
    • Luying Wang
    • Anfeng Liu
    • Mianxiong Dong
48. A joint function warm-up and request routing scheme for performing confident serverless computing (2022)
    • Meenakshi Sethunath
    • Yang Peng
49. A case study on the stability of performance tests for serverless applications (2022)
    • Simon Eismann
    • Diego Elias Costa
    • Samuel Kounev
50. A Resource-optimized and Accelerated Sentiment Analysis Method using Serverless Computing (2022)
    • Steve Jefferson
    • Pethuru Chelliah
    • Chellammal Surianarayanan
51. A package-aware scheduling strategy for edge serverless functions based on multi-stage optimization (2023)
    • Senjiong Zheng
    • Bo Liu
    • Keqin Li
52. Performance optimization of serverless edge computing function offloading based on deep reinforcement learning (2023)
    • Xuyi Yao
    • Ningjiang Chen
    • Pingjie Ou
53. Transparent serverless execution of Python multiprocessing applications (2023)
    • Aitor Arjona
    • Gerard Finol
    • Pedro García López
54. Serverless computing for Internet of Things: A systematic literature review (2022)
    • Gustavo André Setti Cassel
    • Vinicius Facco Rodrigues
    • Cristiano André da Costa
55. Reinforcement learning-assisted autoscaling mechanisms for serverless computing platforms (2022)
    • Anastasios Zafeiropoulos
    • Eleni Fotopoulou
    • Symeon Papavassiliou
56. Triggerflow: Trigger-based orchestration of serverless workflows (2021)
    • Aitor Arjona
    • Pedro García López
    • Lionel Villard
57. Design and Implementation of Medical Searching System Based on Microservices and Serverless Architectures (2022)
    • Jawad Sadek
    • Dawn Craig
    • Michael Trenell
58. DIFFUSE: A DIstributed and decentralized platForm enabling Function composition in Serverless Environments (2022)
    • Andrea Sabbioni
    • Lorenzo Rosa
    • Antonio Corradi
59. P4-assisted seamless migration of serverless applications towards the edge continuum (2023)
    • István Pelle
    • Francesco Paolucci
    • Filippo Cugini
60. Serverless data pipeline approaches for IoT data in fog and cloud computing (2022)
    • Shivananda R. Poojara
    • Chinmaya Kumar Dehury
    • Satish Narayana Srirama
61. Transactions across serverless functions leveraging stateful dataflows (2022)
    • Martijn de Heus
    • Kyriakos Psarakis
    • Asterios Katsifodimos
62. Denial of wallet—Defining a looming threat to serverless computing (2021)
    • Daniel Kelly
    • Frank G. Glavin
    • Enda Barrett
63. Helastic: On combining threshold-based and Serverless elasticity approaches for optimizing the execution of bioinformatics applications (2021)
    • Mateus Rauback Aubin
    • Rodrigo da Rosa Righi
    • Guilherme Galante
64. Real-time resource scaling platform for Big Data workloads on serverless environments (2020)
    • Jonatan Enes
    • Roberto R. Expósito
    • Juan Touriño
65. Serverless computing for cloud-based power grid emergency generation dispatch (2021)
    • Song Zhang
    • Xiaochuan Luo
    • Eugene Litvinov
66. Optimized container scheduling for data-intensive serverless edge computing (2021)
    • Thomas Rausch
    • Alexander Rashed
    • Schahram Dustdar
67. “Containerization, microservices and serverless cloud computing: Modeling and simulation” (2022)
    • Georgios L. Stavrinides
    • Helen D. Karatza
68. Accelerated serverless computing based on GPU virtualization (2020)
    • Diana M. Naranjo
    • Sebastián Risco
    • Germán Moltó
69. Serverless execution of scientific workflows: Experiments with HyperFlow, AWS Lambda and Google Cloud Functions (2020)
    • Maciej Malawski
    • Adam Gajek
    • Kamil Figiela
70. Serverless computing for container-based architectures (2018)
    • Alfonso Pérez
    • Germán Moltó
    • Amanda Calatrava
71. Towards Distributed Containerized Serverless Architecture in Multi Cloud Environment (2018)
    • Boubaker Soltani
    • Afifa Ghenai
    • Nadia Zeghib
72. A framework and a performance assessment for serverless MapReduce on AWS Lambda (2019)
    • V. Giménez-Alventosa
    • Germán Moltó
    • Miguel Caballer
73. Uncoordinated access to serverless computing in MEC systems for IoT (2020)
    • Claudio Cicconetti
    • Marco Conti
    • Andrea Passarella
74. AFCL: An Abstract Function Choreography Language for serverless workflow specification (2021)
    • Sasko Ristov
    • Stefan Pedratscher
    • Thomas Fahringer
75. Client/server messaging protocols in serverless environments (2011)
    • Justin Dean
    • Andrew Harrison
    • Ian Taylor
76. Corrigendum to “MLLess: Achieving Cost Efficiency in Serverless Machine Learning Training” [Journal of Parallel and Distributed Computing 183 (2024) 104764] (2024)
    • Pablo Gimeno Sarroca
    • Marc Sánchez-Artigas
77. ImageBox 2 – Efficient and Rapid Access of Image Tiles from Whole-Slide Images Using Serverless HTTP Range Requests (2020)
    • Erich Bremer
    • Joel Saltz
    • Jonas S Almeida
78. Software-based serverless endpoint video combiner architecture for high-definition multiparty video conferencing (2013)
    • Vishnu Monn Baskaran
    • Yoong Choon Chang
    • KokSheik Wong
79. Modified deep residual network architecture deployed on serverless framework of IoT platform based on human activity recognition application (2019)
    • Alireza Keshavarzian
    • Saeed Sharifian
    • Sanaz Seyedin
80. A Deep Reinforcement Learning Approach towards Distributed Function as a Service (FaaS) based Edge Application Orchestration in Cloud-Edge Continuum (2024)
    • Mina Emami Khansari
    • Saeed Sharifian
81. Leveraging public cloud infrastructure for real-time connected vehicle speed advisory at a signalized corridor (2024)
    • Hsien-Wen Deng
    • M Sabbir Salek
    • Amy W. Apon
82. Global serverless videoconferencing over IP (2003)
    • Thomas C. Schmidt
    • Matthias Wählisch
    • Mark Palkow
83. The uphill journey of FaaS in the open-source community (2023)
    • Nafise Eskandani
    • Guido Salvaneschi
84. CloudIntellMal: An advanced cloud based intelligent malware detection framework to analyze android applications (2024)
    • Preeti Mishra
    • Tanmay Jain
    • Akshat Gaurav
85. Cost estimates for modern e-business systems (2022)
    • Tomohisa Aoshima
    • Kenichi Yoshida
86. A heart disease prognosis pipeline for the edge using federated learning (2024)
    • Mahalingam P․R․
    • Dheeba J․
87. Software Pipelines for Transcriptomics Sequence Analysis (2024)
    • Pietro Cinaglia
88. TOSCAdata: Modeling data pipeline applications in TOSCA (2022)
    • Chinmaya Kumar Dehury
    • Pelle Jakovits
    • Gaurav Garg
89. Performance Analysis of Various Server Hosting Techniques (2020)
    • Prerna Jain
    • Yogesh Munjal
    • Pooja Gupta
90. Mi Superpoder es la Programación: A tool for teaching programming to children and youth (2025)
    • Erika J. Gutiérrez Beltrán
    • Juan C. Martínez Arias
91. M2FaaS: Transparent and fault tolerant FaaSification of Node.js monolith code blocks (2022)
    • Stefan Pedratscher
    • Sasko Ristov
    • Thomas Fahringer
92. AI for next generation computing: Emerging trends and future directions (2022)
    • Sukhpal Singh Gill
    • Minxian Xu
    • Steve Uhlig
93. Challenges In Optimizing Migration Costs From On-Premises To Microsoft Azure (2023)
    • Florin Olariu
    • Lenuța Alboaie
94. The globus compute dataset: An open function-as-a-service dataset from the edge to the cloud (2024)
    • André Bauer
    • Haochen Pan
    • Kyle Chard
95. FaaSten your decisions: A classification framework and technology review of function-as-a-Service platforms (2021)
    • Vladimir Yussupov
    • Jacopo Soldani
    • Frank Leymann
96. Chatbot for construction firms using scalable blockchain network (2022)
    • Kareem Adel
    • Ahmed Elhakeem
    • Mohamed Marzouk
97. StreamK3s: A K3s-Based Data Stream Processing Platform for Simplifying Pipeline Creation, Deployment, and Scaling (2024)
    • Ioannis Korontanis
    • Antonios Makris
    • Konstantinos Tserpes
98. A mixed-method empirical study of Function-as-a-Service software development in industrial practice (2019)
    • Philipp Leitner
    • Erik Wittern
    • Waldemar Hummer
99. CloudAISim: A toolkit for modelling and simulation of modern applications in AI-driven cloud computing environments (2023)
    • Abhimanyu Bhowmik
    • Madhushree Sannigrahi
    • Sukhpal Singh Gill
100. CCoDaMiC: A framework for Coherent Coordination of Data Migration and Computation platforms (2020)
     - Chinmaya Kumar Dehury
     - Satish Narayana Srirama
     - Tek Raj Chhetri