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Resource-Efficient DNN Inference with Early Exiting in Serverless Edge Computing
Serverless Edge Computing (SEC) has gained widespread adoption in improving resource
utilization due to its triggered event-driven model. However, deploying deep neural network …
utilization due to its triggered event-driven model. However, deploying deep neural network …
Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud Platforms
Cloud platforms remain underutilized despite multiple proposals to improve their utilization
(eg, disaggregation, harvesting, and oversubscription). Our characterization of the resource …
(eg, disaggregation, harvesting, and oversubscription). Our characterization of the resource …
PISeL: Pipelining DNN Inference for Serverless Computing
M Rahimi Jafari, J Su, Y Zhang, O Wang… - Proceedings of the 33rd …, 2024 - dl.acm.org
Serverless computing offers resource efficiency, cost efficiency, and a" pay-as-you-go"
pricing model, which makes it highly attractive to both users and cloud providers. However …
pricing model, which makes it highly attractive to both users and cloud providers. However …
Fast and Efficient Memory Reclamation For Serverless MicroVMs
Resource elasticity is one of the key defining characteristics of the Function-as-a-Service
(FaaS) serverless computing paradigm. In order to provide strong multi-tenant isolation …
(FaaS) serverless computing paradigm. In order to provide strong multi-tenant isolation …
[PDF][PDF] CXLfork: Fast Remote Fork over CXL Fabrics
The shared and distributed memory capabilities of the emerging Compute Express Link
(CXL) interconnect urge us to rethink the traditional interfaces of system software. In this …
(CXL) interconnect urge us to rethink the traditional interfaces of system software. In this …
Towards microarchitectural side-channel security for modern applications—a case for many-domain processors
S Wei - 2024 - repositories.lib.utexas.edu
Modern applications often host or process code and data from many mutually distrusted
entities referred to as security domains. Ensuring the data privacy and security of these …
entities referred to as security domains. Ensuring the data privacy and security of these …