Human mobility analysis and applications
One of the major factor that affects the dymanicity of the neteworks is human mobility. Human mobility has associated properties and patterns. These poperties and patterns affects applications that consider opportunistic networks. Thus, my key research contributions are:
- understanding cause of patterns visible in human mobility
- how human mobility help in achieving faster dissemincation
Rachit Agarwal
Associate Director of Data Science and Analytics
Rachit pioneers Network Science and Blockchain research along with cryptocurrency forensic. His expertise and research interests mainly span the areas related to understanding Network oriented aspects of Human Mobility as well as Cyber Systems such as Blockchains with applications to Cyber-Security. He is also interested in Semantic Web technologies, Smart Cities, and CrowdSourcing.
Publications
Inferring Context of Mobile Data Crowdsensed in the Wild
Understanding the sensing context of raw data is crucial for assessing the quality of large crowdsourced spatio-temporal datasets. …
Detecting Mobile Crowdsensing Context in the Wild
Understanding the sensing context of raw data is crucial for assessing the quality of large crowdsourced spatio-temporal datasets. …
Impact of Spatial Scale on Mobility Parameters
There is a huge body of work that focuses on the understanding of human mobility characteristics utilizing various types of data. These …
Towards Building Real-Time, Convenient Route Recommendation System for Public Transit
Public transportation is essential for sustainable and economical development of cities. Several transport organizations aim to provide …
Leveraging CDR datasets for Context-Rich Performance Modeling of Large-Scale Mobile Pub/Sub Systems
Large-scale mobile environments are characterized by, among others, a large number of mobile users, intermittent connectivity and …
3cixty@Expo Milano 2015: Enabling Visitors to Explore a Smart City
Planning a visit to Expo Milano 2015 or simply touring in Milan are activities that require a certain amount of a priori knowledge of …
Towards Enabling Mobile Social Crowd-Sensing for Unstructured Transport Information Management: Performance Evaluation of Large-Scale End-to-End Publish/Subscribe Interaction
Developing countries are characterised of chaotic large-scale traffic, especially in major cities. Robust mobile systems for …
Large scale model for information dissemination with device to device communication using call details records
In a network of devices in close proximity such as Device to Device (D2D) communication network, we study the dissemination of public …
Simulation for Large Scale Model for Information Dissemination within Device to Device Network
In a network of devices in close proximity such as Device to Device (D2D) communication network, we study the dissemination of public …
Towards enhancing information dissemination in wireless networks
In public warning message systems, information dissemination across the network is a critical aspect that has to be addressed. …
Information Dissemination using Human Mobility in Realistic Environment (E-Inspire)
Dissemination of information in mobile adhoc networks has lately picked up lot of interest. Some studies argue that the dissemination …