Coder Social home page Coder Social logo

Shashwat Kumar's Projects

2020-5gdataset icon 2020-5gdataset

In this work, we present a 5G trace dataset collected from a major Irish mobile operator. The dataset is generated from two mobility patterns (static and car), and across two application patterns(video streaming and file download). The dataset is composed of client-side cellular key performance indicators (KPIs) comprised of channel-related metrics, context-related metrics, cell-related metrics and throughput information. These metrics are generated from a well-known non-rooted Android network monitoring application, G-NetTrack Pro. To the best of our knowledge, this is the first publicly available dataset that contains throughput, channel and context information for 5G networks. To supplement our real-time 5G production network dataset, we also provide a 5G large scale multi-cell ns-3 simulation framework. The availability of the 5G/mmwave module for the ns-3 mmwave network simulator provides an opportunity to improve our understanding of the dynamic reasoning for adaptive clients in 5G multi-cell wireless scenarios. The purpose of our framework is to provide additional information (such as competing metrics for users connected to the same cell), thus providing otherwise unavailable information about the basestation (eNodeB or eNB) environment and scheduling principle, to end user. Our framework permits other researchers to investigate this interaction through the generation of their own synthetic datasets.

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cloudsim icon cloudsim

CloudSim: A Framework For Modeling And Simulation Of Cloud Computing Infrastructures And Services

courserasupervisedml icon courserasupervisedml

Code base of all the assignments in "Supervised Machine Learning: Regression and Classification" course

dash-svc-toolchain icon dash-svc-toolchain

A Dynamic Adaptive Streaming over HTTP (DASH) Toolchain for Scalable Video Coding (SVC)

dash.js icon dash.js

A reference client implementation for the playback of MPEG DASH via Javascript and compliant browsers.

dhp icon dhp

Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. TPAMI 2018.

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

ecsimpp icon ecsimpp

A new simulation tool for modeling and control of Edge Cloud Computing

edgecloudsim icon edgecloudsim

EdgeCloudSim: An Environment for Performance Evaluation of Edge Computing Systems

extract-youtube-mpd icon extract-youtube-mpd

A Python script to extract youtubes MPD file and print the information to the console

ibrdtn icon ibrdtn

A modular and lightweight implementation of the bundle protocol.

ifogsim icon ifogsim

Downloaded from website: http://www.cloudbus.org/cloudsim/

martile icon martile

This is a simulation tool for generating Tile Distribution of 360-degree video streaming

mbw icon mbw

Memory Bandwidth Benchmark

mojo icon mojo

The Mojo Programming Language

ndnsim icon ndnsim

ndnSIM: NS-3 based NDN simulator

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.