offloading
There are 59 repositories under offloading topic.
FMInference/FlexLLMGen
Running large language models on a single GPU for throughput-oriented scenarios.
pytorch/ao
PyTorch native quantization and sparsity for training and inference
dvmazur/mixtral-offloading
Run Mixtral-8x7B models in Colab or consumer desktops
ImanRHT/QECO
A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorithm captures the dynamics of the MEC environment by integrating the Dueling Double Deep Q-Network (D3QN) model with Long Short-Term Memory (LSTM) networks.
liangyuwang/zo2
ZO2 (Zeroth-Order Offloading): Full Parameter Fine-Tuning 175B LLMs with 18GB GPU Memory
Infini-AI-Lab/UMbreLLa
LLM Inference on consumer devices
vipinpv85/DPDK_SURICATA-4_1_1
dpdk infrastructure for software acceleration. Currently working on RX and ACL pre-filter
IBM/DPFS
DPU-Powered File System Virtualization over virtio-fs
Mellanox/ovs-tests
A collection of tests for the Open vSwitch HW offload.
Fatemeh-MA/A-Dynamic-Programming-Offloading-Algorithm-for-Mobile-Cloud-Computing
A Dynamic Programming Offloading Algorithm for Mobile Cloud Computing
MoatLab/LeapIO
LeapIO: Efficient and Portable Virtual NVMe Storage on ARM SoCs (ASPLOS'20)
nareddyt/cs4365-task-offload-framework
A framework for IoT devices to offload tasks to the cloud, resulting in efficient computation and decreased cloud costs.
ph4r05/monero-agent
Monero hardware wallet protocol implementation for Trezor, agent
ubc-cirrus-lab/unfaasener
A lightweight framework that enables serverless users to reduce their bills by harvesting non-serverless compute resources such as their VMs, on-premise servers, or personal computers.
SongWuCloud/Rattrap
The container-based cloud platform for mobile code offloading
pittisl/AgileNN
Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)
ph4r05/monero-trezor-doc
Monero wallet Trezor integration documentation
rickywrq/Progressive-Neural-Compression
Implementation of the RTSS'23 Best Student Paper Award paper Progressive Neural Compression for Adaptive Image Offloading under Timing Constraints
chen622/smart_offload
基于 DPDK 和智能网卡的流量卸载试验. A flow offloading prototype base on DPDK and Mellanox/Nvidia SmartNIC.
lablup/backend.ai-client-py
Backend.AI Client Library for Python
colleeneb/openmp_offload_and_blas
Examples of using OpenMP offload with dgemm in the target region
pannal/obs-hw-offload
A "soft capture card" / Headless NDI® OBS offloading with HW transcoding
ncl-teu/ncl_mobileedgecompsim
Simulator for workflow scheduling and task offloading among mobile phones and edge clouds.
rohankumar42/pandaSQL
A Pandas-inspired data analysis project with lazy semantics and query-offloading to SQLite
microsoft/dds
DDS: DPU-optimized Disaggregated Storage
gkatsikas/onos
Open Network Operating System (ONOS™)
ImoutoChan/Offloader
Offload heavy processing from your requests to separate scope. Simple configuration and usage.
ompcloud/ompcloud
OmpCloud - Cloud offloading made easy !
pengyuan-zhou/MP-Offload-to-Edge
Offload object detection and ORBSLAM2 simultaneously from android client to servers via multipath.
FL-Wearable/Trainer
Openmined-based realistic FL framework for wearables
NewFuture/WWOF
:construction_worker: Web Worker Offloading Framework to migrate Web Worker from browser to server
Tehnix/master-thesis
[University] Master thesis "Exploring the use of purely functional programming languages for offloading of mobile computations"
avezzu/caladan-ARM
Interference-aware CPU scheduling that enables performance isolation and high CPU utilization for datacenter server