A serverless computing architecture for Martian aurora detection with the Emirates Mars Mission
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-53492-4
Abstract: Remote sensing technologies are experiencing a surge in adoption for monitoring Earth’s environment, demanding more efficient and scalable methods for image analysis. This paper presents a new approach for the Emirates Mars Mission (Hope probe);… read more here.
Keywords: architecture; computing architecture; serverless computing; mars mission ... See more keywords
Mitigating malicious denial of wallet attack using attribute reduction with deep learning approach for serverless computing on next generation applications
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-01178-w
Abstract: Denial of Wallet (DoW) attacks are one kind of cyberattack whose goal is to develop and expand the financial sources of a group by causing extreme costs in their serverless computing or cloud environments. These… read more here.
Keywords: deep learning; denial wallet; mmdowa ardl; serverless computing ... See more keywords
Heuristically enhanced multi-head attention based recurrent neural network for denial of wallet attacks detection on serverless computing environment
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-87636-x
Abstract: Denial of Wallet (DoW) attacks are a cyber threat designed to utilize and deplete an organization’s financial resources by generating excessive prices or charges in their cloud computing (CC) and serverless computing platforms. These threats… read more here.
Keywords: detection; denial wallet; serverless computing; serverless ... See more keywords
Function Delivery Network: A Spatial-Temporal Execution Orchestrator for Optimizing Serverless Computing
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3583721
Abstract: We present Function Delivery Network (FDN), a novel spatial-temporal execution orchestrator designed to address key limitations in current serverless computing models. The FDN introduces several innovations, including a multi-tenant serverless model, a secure and reusable… read more here.
Keywords: function delivery; execution; function; serverless computing ... See more keywords
High-Performance Serverless Computing: A Systematic Literature Review on Serverless for HPC, AI, and Big Data
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3633989
Abstract: The widespread deployment of large-scale, compute-intensive applications such as high-performance computing, artificial intelligence, and big data is leading to convergence between cloud and high-performance computing infrastructures. Cloud providers are increasingly integrating high-performance computing capabilities in… read more here.
Keywords: performance computing; serverless computing; high performance; performance ... See more keywords
Compiler-Assisted Semantic-Aware Encryption for Efficient and Secure Serverless Computing
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2020.3031550
Abstract: Serverless computing like Function-as-a-Service (FaaS) is attractive for IoT service providers, liberating the providers from server maintenance. Since a data processing function is executed on the cloud instead of a dedicated server in the FaaS… read more here.
Keywords: compiler; semantic aware; compiler assisted; serverless computing ... See more keywords
Efficient and Flexible Component Placement for Serverless Computing
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Systems Journal"
DOI: 10.1109/jsyst.2024.3381590
Abstract: Nowadays, serverless computing has been widely employed and viewed as the new paradigm of cloud computing. Technically, serverless applications are made up of function components, which are packaged as specific layered files named container images.… read more here.
Keywords: placement; flexible component; serverless computing; efficient flexible ... See more keywords
Serverless Computing for Scientific Applications
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet Computing"
DOI: 10.1109/mic.2022.3168810
Abstract: Serverless computing has become an important model in cloud computing and influenced the design of many applications. In this article, we provide our perspective on what the recent landscape of serverless computing for scientific applications… read more here.
Keywords: scientific applications; computing scientific; serverless computing;
The Synergy Between Serverless Computing and Artificial Intelligence: A Complementary Approach
Sign Up to like & getrecommendations! Published in 2025 at "IT Professional"
DOI: 10.1109/mitp.2025.3599324
Abstract: The rapid advancement of information technologies has accelerated the adoption of innovative solutions like serverless computing (SC). SC and artificial intelligence (AI) act as complementary technologies: SC offers scalable and cost-effective infrastructure for AI models,… read more here.
Keywords: synergy serverless; computing artificial; artificial intelligence; serverless computing ... See more keywords
Incendio: Priority-Based Scheduling for Alleviating Cold Start in Serverless Computing
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2024.3386063
Abstract: In serverless computing, cold start results in long response latency. Existing approaches strive to alleviate the issue by reducing the number of cold starts. However, our measurement based on real-world production traces shows that the… read more here.
Keywords: cold start; priority based; start; serverless computing ... See more keywords
Performance Modeling of Serverless Computing Platforms
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Cloud Computing"
DOI: 10.1109/tcc.2020.3033373
Abstract: Analytical performance models have been leveraged extensively to analyze and improve the performance and cost of various cloud computing services. However, in the case of serverless computing, which is projected to be the dominant form… read more here.
Keywords: cost; serverless computing; model; computing platforms ... See more keywords