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09/01/2023
FaST-GShare: Enabling Efficient Spatio-Temporal GPU Sharing in Serverless Computing for Deep Learning Inference
Serverless computing (FaaS) has been extensively utilized for deep learn...
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01/10/2023
Exploring the Use of WebAssembly in HPC
Containerization approaches based on namespaces offered by the Linux ker...
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11/10/2022
FedLesScan: Mitigating Stragglers in Serverless Federated Learning
Federated Learning (FL) is a machine learning paradigm that enables the ...
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10/09/2022
Migrating from Microservices to Serverless: An IoT Platform Case Study
Microservice architecture is the common choice for developing cloud appl...
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07/14/2022
Bunk8s: Enabling Easy Integration Testing of Microservices in Kubernetes
Microservice architecture is the common choice for cloud applications th...
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07/13/2022
SLAM: SLO-Aware Memory Optimization for Serverless Applications
Serverless computing paradigm has become more ingrained into the industr...
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05/23/2022
Scalable Infrastructure for Workload Characterization of Cluster Traces
In the recent past, characterizing workloads has been attempted to gain ...
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01/27/2022
Estimating the Capacities of Function-as-a-Service Functions
Serverless computing is a cloud computing paradigm that allows developer...
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11/05/2021
FedLess: Secure and Scalable Federated Learning Using Serverless Computing
The traditional cloud-centric approach for Deep Learning (DL) requires t...
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10/22/2021
Towards Demystifying Intra-Function Parallelism in Serverless Computing
Serverless computing offers a pay-per-use model with high elasticity and...
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08/21/2021
DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices
EdgeAI (Edge computing based Artificial Intelligence) has been most acti...
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07/21/2021
Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions
FaaS allows an application to be decomposed into functions that are exec...
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05/20/2021
Modelling DVFS and UFS for Region-Based Energy Aware Tuning of HPC Applications
Energy efficiency and energy conservation are one of the most crucial co...
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02/03/2021
Function Delivery Network: Extending Serverless Computing for Heterogeneous Platforms
Serverless computing has rapidly grown following the launch of Amazon's ...
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09/16/2020