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algorithm

Some classic algorithmic topics

arm-gem5-rsk

Official repository of the Arm Research Starter Kit on System Modeling using gem5

belady-cache-replacement

Using Belady's algorithm for improved cache replacement

cache-replacement-policy

Implemented modern last-level cache(LLC) with the concept of "Perceptron Learning for Reuse Prediction" that use neural network idea, which is training the predictor by a smaller independent cache with a series of features.

champsim

ChampSim repository

cpplinks

A categorized list of C++ resources.

feedback-directed-prefetching

gcn_metric_learning

Metric Learning with Graph Convolutional Neural Networks

gem5-gpu-benchmarks

gltracesim

A graphics tracing and replay framework to explore system-level effects on heterogeneous CPU+GPU memory systems.

google-research

Google Research

hermes

A speculative mechanism to accelerate long-latency off-chip load requests by removing on-chip cache access latency from their critical path, as described by MICRO 2022 paper by Bera et al. (https://arxiv.org/pdf/2209.00188.pdf)

hyperopt-doc-zh

Github开源项目hyperopt系列的中文文档,以及学习教程等

machine-learning-on-cache-replacement-policy

CSC2515 Course Project Fall 2018

macsim

A heterogeneous architecture timing model simulator.

macsim_bip

BIP cache protocol modificaitons to macsim

mklsvmfyp

multi2sim

Multi2Sim source code

neural_hierarchical_sequence

optimizing-lecar-and-convolutional-neural-network-approaches-for-cache-replacement-policy

perceptron-learning-cache-reuse-predictor

A cache reuse and bypass predictor for LLC using the perceptron learning algorithm. Based on Teran et al., MICRO 2016

rodinia

Julia ports of the Rodinia benchmark suite for heterogeneous computing infrastructures

ucp-champsim

Implementation of Utility Based Cache Partitioning technique in Champsims sought to decrease the cache misses.

ucp_cache_partitioning

UCP_Cache_Partitioning

utilitybasedcachepartioning

Implementation of Utility based cache partitioning research paper in Champsim simulator

voyager