Beeflow: Behavior tree-based serverless workflow modeling and scheduling for resource-constrained edge clusters

K Luo, T Ouyang, Z Zhou, X Chen - Journal of Systems Architecture, 2023 - Elsevier
Serverless computing has gained popularity in edge computing due to its flexible features,
including the pay-per-use pricing model, auto-scaling capabilities, and multi-tenancy …

[HTML][HTML] Exploiting inherent elasticity of serverless in algorithms with unbalanced and irregular workloads

G Finol, G París, P García-López… - Journal of Parallel and …, 2024 - Elsevier
Function-as-a-Service execution model in serverless computing has been successful in
running large-scale computations like MapReduce, linear algebra, and machine learning …

Tascaas: A multi-tenant serverless task scheduler and load balancer as a service

V Giménez-Alventosa, G Moltó, JD Segrelles - IEEE Access, 2021 - ieeexplore.ieee.org
A combination of distributed multi-tenant infrastructures, such as public Clouds and on-
premises installations belonging to different organisations, are frequently used for scientific …

DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration

Z Li, C Xu, Q Chen, J Zhao, C Chen… - Proceedings of the 28th …, 2023 - dl.acm.org
Serverless computing that runs functions with auto-scaling is a popular task execution
pattern in the cloud-native era. By connecting serverless functions into workflows, tenants …

SLO-Aware Function Placement for Serverless Workflows With Layer-Wise Memory Sharing

D Cheng, K Yan, X Cai, Y Gong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Function-as-a-Service (FaaS) is a promising cloud computing model known for its scalability
and elasticity. In various application domains, FaaS workflows have been widely adopted to …

-Encoder: Advancing Bilingual Image-Text Understanding by Large-scale Efficient Pretraining

Q Guo, F Xu, H Zhang, W Ren, Z Ma, L Ju… - arXiv preprint arXiv …, 2024 - arxiv.org
Vision-language foundation models like CLIP have revolutionized the field of artificial
intelligence. Nevertheless, VLM models supporting multi-language, eg, in both Chinese and …

SMPI: Scalable serverless MPI computing

Y Yuan, X Shi, Z Lei, X Wang… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Running HPC in the cloud has gained more and more practice. As a new cloud paradigm,
serverless is highly attractive for HPC service providers due to its distinctive benefits such as …

UniFaaS: Programming across Distributed Cyberinfrastructure with Federated Function Serving

Y Li, R Chard, Y Babuji, K Chard, I Foster… - arXiv preprint arXiv …, 2024 - arxiv.org
Modern scientific applications are increasingly decomposable into individual functions that
may be deployed across distributed and diverse cyberinfrastructure such as …

λFS: A Scalable and Elastic Distributed File System Metadata Service using Serverless Functions

B Carver, R Han, J Zhang, M Zheng… - Proceedings of the 28th …, 2023 - dl.acm.org
The metadata service (MDS) sits on the critical path for distributed file system (DFS)
operations, and therefore it is key to the overall performance of a large-scale DFS. Common" …

CardioHPC: Serverless approaches for real-time heart monitoring of thousands of patients

M Gusev, S Ristov, A Amza… - 2022 IEEE/ACM …, 2022 - ieeexplore.ieee.org
We analyze a heart monitoring center for patients wearing electrocardiogram sensors
outside hospitals. This prevents serious heart damages and increases life expectancy and …