HiveMind: A hardware-software system stack for serverless edge swarms

L Patterson, D Pigorovsky, B Dempsey… - Proceedings of the 49th …, 2022 - dl.acm.org
Swarms of autonomous devices are increasing in ubiquity and size, making the need for
rethinking their hardware-software system stack critical. We present HiveMind, the first …

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 …

Fmi: Fast and cheap message passing for serverless functions

M Copik, R Böhringer, A Calotoiu… - Proceedings of the 37th …, 2023 - dl.acm.org
Serverless functions provide elastic scaling and a fine-grained billing model, making
Function-as-a-Service (FaaS) an attractive programming model. However, for distributed …

Software resource disaggregation for hpc with serverless computing

M Copik, M Chrapek, L Schmid… - 2024 IEEE …, 2024 - ieeexplore.ieee.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 …

SimLess: simulate serverless workflows and their twins and siblings in federated FaaS

S Ristov, M Hautz, C Hollaus, R Prodan - Proceedings of the 13th …, 2022 - dl.acm.org
Many researchers migrate scientific serverless workflows or function choreographies (FCs)
on Function-as-a-Service (FaaS) to benefit from its high scalability and elasticity …

FaaSKeeper: Learning from Building Serverless Services with ZooKeeper as an Example

M Copik, A Calotoiu, P Zhou, K Taranov… - Proceedings of the 33rd …, 2024 - dl.acm.org
FaaS (Function-as-a-Service) revolutionized cloud computing by replacing persistent virtual
machines with dynamically allocated resources. This shift trades locality and statefulness for …

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 …

A hardware-software stack for serverless edge swarms

L Patterson, D Pigorovsky, B Dempsey… - arxiv preprint arxiv …, 2021 - arxiv.org
Swarms of autonomous devices are increasing in ubiquity and size, making the need for
rethinking their hardware-software system stack critical. We present HiveMind, the first …

[PDF][PDF] Resource allocation methods for serverless cloud computing platforms

P Żuk - 2023 - repozytorium.uw.edu.pl
Serverless computing changes the way we use, operate, and think about cloud computing.
Instead of using conventional Virtual Machines or containers, with Function as a Service …

FreeTrain: A Framework to Utilize Unused Supercomputer Nodes for Training Neural Networks

Z Liu, R Kettimuthu, ME Papka… - 2023 IEEE/ACM 23rd …, 2023 - ieeexplore.ieee.org
Supercomputer scheduling policies commonly result in many transient idle nodes, a
phenomenon that is only partially alleviated by backfill scheduling methods that promote …