Pinned Repositories
adaptdl
Resource-adaptive cluster scheduler for deep learning training.
ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark".
AI-with-code
AI学习过程中的实操代码
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
Azure-Functions
byteps
A high performance and generic framework for distributed DNN training
caladan
Interference-aware CPU scheduling that enables performance isolation and high CPU utilization for datacenter servers
caladan-all
FTWH's Repositories
FTWH/ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark".
FTWH/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
FTWH/Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
FTWH/caladan-all
FTWH/clusterdata
cluster data collected from production clusters in Alibaba for cluster management research
FTWH/DLinear
This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"
FTWH/DLinear-Keras
Implementation of DLinear (https://arxiv.org/abs/2205.13504) using TensorFlow as a Keras custom model. Supports multivariate time series prediction and DLinear-S & DLinear-I variants.
FTWH/faas-netes
Serverless Functions For Kubernetes
FTWH/faas-profiler
An open source tool for testing and profiling FaaS platforms
FTWH/FEDformer
FTWH/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
FTWH/gluon-ts
Probabilistic time series modeling in Python
FTWH/INFless
The source code of INFless，a native serverless platform for AI inference.
FTWH/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
FTWH/k8s-oversold
k8s oversold
FTWH/koordinator
QoS based scheduling system for hybrid orchestration workloads on Kubernetes, bringing workloads the best layout and status.
FTWH/kubeedge
Kubernetes Native Edge Computing Framework (project under CNCF)
FTWH/kubefire
KubeFire 🔥, creates and manages Kubernetes Clusters using Firecracker microVMs
FTWH/lithops
An open source framework for big data analytics and embarrassingly parallel jobs, that provides an universal API for building parallel applications in the cloud.
FTWH/local-step-functions
This repository contains an ASL Workflow Engine that provides a Local Step Function implementation exposing the AWS Step Function API and supporting AWS CLI and SDK calls.
FTWH/meta_rl_scaling
Code for KDD'22: A meta reinforcement learning approach for predictive autoscaling in the cloud
FTWH/Multi-Objective-Hybrid-Autoscaing-MOHA
Multi-Objective Hybrid Autoscaing (MOHA)
FTWH/Orion-OSDI22
Serverless optimizations
FTWH/Pagurus
Help Rather Than Recycle: Alleviating Cold Startup in Serverless Computing Through Inter-Function Container Sharing
FTWH/Pyraformer
FTWH/pytorch-forecasting
Time series forecasting with PyTorch
FTWH/robust-period
Unofficial Implementation of RobustPeriod: Time-Frequency Mining for Robust Multiple Periodicities Detection
FTWH/RunD_ATC22
FTWH/SCINet
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“.
FTWH/time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.