pooyanjamshidi
Professor of Computer Science at UofSC; Director of @softsys4ai; Ex. Visiting Researcher at Google;
University of South CarolinaColumbia, SC, USA
Pinned Repositories
DICE-Configuration-BO4CO
Configuration Optimization Tool for Big Data Systems
ase17
"Transfer Learning for Performance Modeling of Configurable Systems: An Exploratory Analysis", In ASE 2017
brass_gazebo_battery
Battery plugin (open-circuit model) for any kinds of robot simulations in Gazebo.
deeparch-xplorer
A design space exploration tool for deep neural architectures
Fuzzy-Q-Learning
A matlab implementation of Fuzzy Q-Learning for making cloud auto-scaling more intelligent through online policy learning
mls
CSCE 585 - Machine Learning Systems
robot_control
A set of controllers and actuators that run, control, interface the ros enabled robots, as a part of DARPA BRASS project
RobusT2Scale
A cloud auto-scaler based on fuzzy reasonning
athena
Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks
FlexiBO
FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks
pooyanjamshidi's Repositories
pooyanjamshidi/mls
CSCE 585 - Machine Learning Systems
pooyanjamshidi/brass_gazebo_battery
Battery plugin (open-circuit model) for any kinds of robot simulations in Gazebo.
pooyanjamshidi/Fuzzy-Q-Learning
A matlab implementation of Fuzzy Q-Learning for making cloud auto-scaling more intelligent through online policy learning
pooyanjamshidi/ase17
"Transfer Learning for Performance Modeling of Configurable Systems: An Exploratory Analysis", In ASE 2017
pooyanjamshidi/robot_control
A set of controllers and actuators that run, control, interface the ros enabled robots, as a part of DARPA BRASS project
pooyanjamshidi/RobusT2Scale
A cloud auto-scaler based on fuzzy reasonning
pooyanjamshidi/GenPerf
GenPerf is symbolic regression tool to synthetically generate target performance influence models with different similarities to the source model.
pooyanjamshidi/BO4CO
Configuration Optimization Tool for Big Data Systems
pooyanjamshidi/deeparch-xplorer
A design space exploration tool for deep neural architectures
pooyanjamshidi/autoscaling-bigdata
A library features application level metrics collection, actuators for Big Data technologies such as Apache Storm, Spark, Hadoop and autoscaling controllers based on machine learning methods
pooyanjamshidi/brass_gazebo_config_manager
Plugin for configuration management of robots
pooyanjamshidi/cp1_base
The baseline for CMU-MARS CP1
pooyanjamshidi/CSCE317
CSCE 317 - Computer Systems Engineering
pooyanjamshidi/CSrankings
A web app for ranking computer science departments according to their research output in selective venues.
pooyanjamshidi/demo
Here I share the demos related to my research work
pooyanjamshidi/dev-setup-scripts
setup scripts for developer tools like dev-based OS X defaults, Vim, Sublime Text, Bash, iTerm, tabby, python, c++, etc.
pooyanjamshidi/DICE-Configuration-BO4CO
Configuration Optimization Tool for Big Data Systems
pooyanjamshidi/dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
pooyanjamshidi/ev3
my experimental code with EV3 lego robots
pooyanjamshidi/L2S
Learning to Sample
pooyanjamshidi/mybibliography
Personal bibtex file
pooyanjamshidi/pooyanjamshidi
pooyanjamshidi/rainbow
Rainbow self-adaptive framework
pooyanjamshidi/seams19
Supplementary material for SEAMS'19 submission
pooyanjamshidi/storm-xplorer
A design space exploration tool and dataset for Apache Storm
pooyanjamshidi/texfiles
Math notations, commands, packages, and all tex related files that I use in paper writing
pooyanjamshidi/transferlearning
repository for code, data, complimentary materials regarding cost-aware transfer learning method
pooyanjamshidi/uncertainty
Measurement data for a case study on "Sources of Uncertainty in Performance-aware DevOps"
pooyanjamshidi/website
Code behind the JSys website.
pooyanjamshidi/xgboost-xplorer
A benchmark software that automatically measure performance of XGBoost given the selected configurations.