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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 …
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 …
face in serverless environments-an issue that has been largely overlooked by prior works …
Fmi: Fast and cheap message passing for serverless functions
Serverless functions provide elastic scaling and a fine-grained billing model, making
Function-as-a-Service (FaaS) an attractive programming model. However, for distributed …
Function-as-a-Service (FaaS) an attractive programming model. However, for distributed …
Software resource disaggregation for hpc with serverless computing
Aggregated HPC resources have rigid allocation systems and programming models which
struggle to adapt to diverse and changing workloads. Consequently, HPC systems fail to …
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
Many researchers migrate scientific serverless workflows or function choreographies (FCs)
on Function-as-a-Service (FaaS) to benefit from its high scalability and elasticity …
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
FaaS (Function-as-a-Service) revolutionized cloud computing by replacing persistent virtual
machines with dynamically allocated resources. This shift trades locality and statefulness for …
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 …
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 …
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 …
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
Supercomputer scheduling policies commonly result in many transient idle nodes, a
phenomenon that is only partially alleviated by backfill scheduling methods that promote …
phenomenon that is only partially alleviated by backfill scheduling methods that promote …