ProPack: Executing Concurrent Serverless Functions Faster and Cheaper

R Basu Roy, T Patel, R Liew, YN Babuji… - Proceedings of the …, 2023 - dl.acm.org
The serverless computing model has been on the rise in recent years due to a lower barrier
to entry and elastic scalability. However, our experimental evidence suggests that multiple …

[HTML][HTML] ExDe: Design space exploration of scheduler architectures and mechanisms for serverless data-processing

S Talluri, N Herbst, C Abad, T De Matteis… - Future Generation …, 2024 - Elsevier
Serverless computing is increasingly used for data-processing applications in both science
and business domains. At the core of serverless data-processing systems is the scheduler …

A heuristic-based package-aware function scheduling approach for creating a trade-off between cold start time and cost in FaaS computing environments

H Ebrahimpour, M Ashtiani, F Bakhshi… - The Journal of …, 2023 - Springer
With the migration of enterprise applications to microservices and containers, cloud service
providers, starting with Amazon in 2014, announced a new computational model called …

[PDF][PDF] Cold Start Latency in Serverless Computing: Current Trends And Mitigation Techniques

RSS Dittakavi - Eduzone: International Peer Reviewed/Refereed …, 2023 - researchgate.net
The newest cloud computing approach, serverless computing, makes it easier to design
applications. Developers may avoid managing the servers by embracing and utilizing the …

Efficiency in the serverless cloud paradigm: A survey on the reusing and approximation aspects

C Denninnart, T Chanikaphon… - Software: Practice and …, 2023 - Wiley Online Library
Serverless computing along with Function‐as‐a‐Service (FaaS) is forming a new computing
paradigm that is anticipated to found the next generation of cloud systems. The popularity of …

Software Resource Disaggregation for HPC with Serverless Computing

M Copik, M Chrapek, L Schmid, A Calotoiu… - arXiv preprint arXiv …, 2024 - arxiv.org
Aggregated HPC resources have rigid allocation systems and programming models which
struggle to adapt to diverse and changing workloads. Consequently, HPC systems fail to …

Starship: Mitigating i/o bottlenecks in serverless computing for scientific workflows

R Basu Roy, D Tiwari - Proceedings of the ACM on Measurement and …, 2024 - dl.acm.org
This work highlights the significance of I/O bottlenecks that data-intensive HPC workflows
face in serverless environments-an issue that has been largely overlooked by prior works …

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 …

RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing

H Yu, R Basu Roy, C Fontenot, D Tiwari, J Li… - Proceedings of the 29th …, 2024 - dl.acm.org
Serverless computing has grown rapidly as a new cloud computing paradigm that promises
ease-of-management, cost-efficiency, and auto-scaling by shipping functions via self …

[HTML][HTML] µFuncCache: A User-Side Lightweight Cache System for Public FaaS Platforms

B Li, Z Li, J Luo, Y Tan, P Lu - Electronics, 2023 - mdpi.com
Building cloud-native applications based on public “Function as a Service”(FaaS) platforms
has become an attractive way to improve business roll-out speed and elasticity, as well as …