Efficient Deployment of Partial Parallelized Service Function Chains in CPU+ DPU-Based Heterogeneous NFV Platforms

R Wang, X Yu, Q Wu, C Yi, P Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The introduction of network function virtualization (NFV) leads to service function chain
(SFC) deployment problems, promoting the idea of composing network services as …

Fast concurrency control with thread activity management beyond backoff

K Masumura, T Hoshino… - Journal of Information …, 2022 - jstage.jst.go.jp
We attempted to improve the performance of Silo, a concurrency control protocol for in-
memory database management system that does not perform efficiently under high …

Sustainable Artificial Intelligence Systems: An Energy Efficiency Approach

I Hidalgo, F Fenández-de_Vega, J Ceberio… - Authorea …, 2023 - techrxiv.org
The energy consumption of Artificial Intelligence (AI) systems has increased 300,000-fold
from 2012 to now, and data centers running massive AI software produce up to 5-9% of …

Etcf–energy-aware cpu thread throttling and workload balancing framework for cpu-fpga collaborative environments

T Knorst, MG Jordan, AF Lorenzon… - 2021 XI Brazilian …, 2021 - ieeexplore.ieee.org
Warehouses and Cloud Servers have been adopting collaborative CPU-FPGA architectures
as an alternative to enable extra acceleration for data-parallel applications by distributing …

On the benefits of collaborative thread throttling and hls-versioning in cpu-fpga environments

T Knorst, G Korol, MG Jordan… - 2022 35th SBC …, 2022 - ieeexplore.ieee.org
Cloud Environments have been constantly adopting collaborative CPU-FPGA architectures
to accelerate applications by partitioning the execution of their kernels across both devices …

TRIPP: Transparent Resource Provisioning for Multi-Tenant CPU-GPU based Cloud Environments

JC Vicenzi, T Knorst, MG Jordan… - 2021 XI Brazilian …, 2021 - ieeexplore.ieee.org
Cloud Warehouses have been expanding their computational resources to cover the
growing offloading of tenants' applications. Currently, cloud nodes integrate heterogeneous …

Multiprovision: a Design Space Exploration tool for multi-tenant resource provisioning in CPU–GPU environments

MG Jordan, JC Vicenzi, T Knorst, G Korol… - Design Automation for …, 2023 - Springer
Cloud warehouses are increasingly adopting CPU–GPU collaborative systems to leverage
diverse types and levels of parallelism in applications. These environments are shared …

An Automatic Framework for Collaborative CPU Thread Throttling and FPGA HLS-Versioning

T Knorst, MG Jordan, G Korol… - 2024 XIV Brazilian …, 2024 - ieeexplore.ieee.org
Cloud environments have widely adopted collaborative CPU-FPGA architectures to speed
up applications by executing kernels across both devices. However, optimizing the …

Resource provisioning framework for CPU-FPGA environments with adaptive and synergistic HLS-versioning and DVFS

MG Jordan - 2023 - lume.ufrgs.br
Cloud companies have been exploiting CPU-FPGA collaborative environments to accel
erate multi-tenant task requests with scalability and maximize resource utilization. In this …