Report

Fabliha

May 4, 2020 - May 10, 2020

Papers

A Descriptor Accelerated Convolutional Neural Network for activity recognition of Smart Home

20% Progress
Last Week's Progress

-Read papers to know better
-Started writing Introduction
Paper1: Survey On Applications Of Internet Of Things Using Machine Learning
-A brief discussion about machine learning approach as a tool in IoT device
Paper2: Distributed Edge Cloud R-CNN for Real Time Object Detection
-An application of Convolutional Neural Network in edge computing
-Trying to get more idea applying machine learning

This Week Todo's

-Read papers to gather knowledge
Paper1: IoT-KEEPER: Detecting Malicious IoT Network Activity Using Online Traffic Analysis at the Edge
-A lightweight system detecting malicious activity from edge network and preventing attacks on other
networks
Paper2: SurfCNN: A Descriptor Accelerated Convolutional Neural Network for Image-Based Indoor
Localization
-An image descriptor with convolutional Neural Network for compressing image data and improves data
transmission
- Preparing for Seminar Presentation

Project Progress

IoT Application for Smart Home

40% Progress
Last Week's Project

-Attending weekly meeting and presenting improvements of project
-Read some papers
Paper1: A Smart Home Energy Management System Using IoT and Big Data Analytics Approach
- A smart metering system for energy consumption and collecting data for big data approach
Paper2:‘Smart’ Is Not Free: Energy Consumption of Consumer Home Automation Systems
- A brief discussion of energy consumption of big countries and comparison in energy consumption basics
-Trying to gather ideas on hardware components for project

This Week's Project

-Hardware setup of testbed
-Trying to collect data from hardware implementation
-Focusing on energy consumption of components and collect information

Monthly Goals

- Will write a conference paper for International Conference
- Complement of hardware implementation and gather data
- Will focus on gathering more knowledge on Machine learning approach

Annual Goals

- Attending an International Conference
- Writing a Journal Paper