Pulse Research Fellowship

The Internet Society Pulse Research Fellowship supports researchers in conducting data-driven analysis or developing tools that contribute to an open, globally connected, secure, and trustworthy Internet.

Meet the 2024 Fellows

Program Objectives

  • Support the development of original, top-tier Internet measurement research.
  • Foster a community of researchers, data specialists, and network engineering experts alongside policymakers and journalists to help strengthen and grow the Internet.
  • Strengthen partnerships among global organizations working on data-driven research to understand Internet trends.
  • Develop new techniques or implement existing methodologies to improve data gathering, analysis, and visualization on the Pulse platform.
  • Explore interdisciplinary research topics related to making the Internet resilient, robust, and open.

Focus Areas

The research topic should reflect one or more of Internet Society Pulse’s focus areas: Enabling Technologies, Internet Shutdowns, Internet Resilience, Market Concentration, and Keeping Traffic Local. Candidates are encouraged to select one of the proposed topics, but the application is open to all relevant projects.

NetLoss 2.0The Internet Society Pulse NetLoss Calculator (v1.0) estimates the economic impact of government-mandated Internet shutdowns. It is based on an econometric model that provides rigorous and precise estimates of the GDP, FDI, and employment loss. NetLoss currently only takes into account Internet shutdowns that are government-mandated. 

In the next iteration, we will expand the model to include other types of Internet outages, including those related to natural disasters or human-triggered (cable breaks, network configurations) outages. This will involve:
– creating a new database of shutdown events that are traced to climate events and proposing a new model of shutdown risk for climate-induced shutdowns.
– investigating the possibility of expanding the model to incorporate human-triggered outages due to network configuration errors and cable breaks.
Measuring DNS ResilienceThe DNS is used by most services and applications available today on the Internet. Therefore, it’s essential to quantify the resilience of the DNS, particularly against attacks targeted against it, and provide solutions to strengthen its infrastructure. The goal of this project is to conduct a study to measure the ability of the DNS infrastructure to provide stable, reliable, and secure name resolution and maintain an acceptable level of service in the face of faults and challenges to normal operations. This will involve examining the hosting and reliability of ccTLDs and all global DNS services.
Quantifying local Internet trafficThis study aims to quantify the extent to which Internet Content Providers (CPs) source their content from local servers/caches rather than externally (out of the country) and whether or not access is via an Internet Exchange Point. This work will help measure the impact of the Internet Society’s 50/50 Vision. It will involve periodically assessing the level of traffic locality globally, based on the country’s popularity of Internet services and top N websites.
Predictive modeling of Internet outages using the Internet Resilience IndexThe Internet Society Pulse Internet Resilience Index (IRI) uses a defined set of metrics that tracks and records the different components that contribute to the overall resiliency of the Internet. Currently, the index provides a ranking of countries based on their overall resiliency but does not provide a prediction of failure points. 
  This project will extend the current framework and develop a predictive analytics module to highlight the potential risk and identify the “weakest links” of a country’s resiliency chain.
Detecting network interference through data aggregationManipulations at any network stack layer can trigger censorship events, including Internet shutdowns. The good thing is that many openly available data sources, such as M-Lab, IODA, Google’s Transparency Report, or CensoredPlanet, provide near real-time data on censorship events. The challenge is correlating these datasets and extracting similarities to identify censorship/shutdown events confidently.

This project aims to develop machine-learning or statistical models that can help detect anomalies from multiple datasets and eliminate false inferences.

Who can Apply

The Pulse Research Fellowship is open to researchers based anywhere in the world who are interested in using state-of-the-art and/or novel Internet measurement techniques to research a specific area that contributes to upholding an open, globally-connected, secure, and trustworthy Internet.


The duration of the fellowship is approximately six months. Applicants must be available for six months during 2024; the start date will be agreed upon upon final selection.


The selected candidate can work remotely from anywhere in the world.  

Selection Criteria

Applicants will be selected according to their: 

  • Proposal’s relevance to the Pulse focus areas. 
  • Knowledge of Internet measurements and experience necessary to accomplish the proposed research goals. 
  • Ability to commit at least 25 hours per week to the fellowship. 


The selected Pulse Research Fellow must submit a progress report directly to the Internet Society Pulse Fellowship team every four weeks, starting one month after the program begins.


If you have questions about the program or the application process, please email [email protected].