143 citations · 351 across the 20 of their papers we have counts for
9 papers · 1 filter
Characterizing Service Provider Response to the COVID-19 Pandemic in the United States
Shinan Liu, Paul Schmitt, Francesco Bronzino +1
The COVID-19 pandemic has resulted in dramatic changes to the daily habits of billions of people. Users increasingly have to rely on home broadband Internet access for work, educat…
Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic
Francesco Bronzino, Paul Schmitt, Sara Ayoubi +3
Network management often relies on machine learning to make predictions about performance and security from network traffic. Often, the representation of the traffic is as importan…
Pretty Good Phone Privacy
Paul Schmitt, Barath Raghavan
To receive service in today's cellular architecture, phones uniquely identify themselves to towers and thus to operators. This is now a cause of major privacy violations, as operat…
New Directions in Automated Traffic Analysis
Jordan Holland, Paul Schmitt, Nick Feamster +1
Despite the use of machine learning for many network traffic analysis tasks in security, from application identification to intrusion detection, the aspects of the machine learning…
Can Encrypted DNS Be Fast?
Austin Hounsel, Paul Schmitt, Kevin Borgolte +1
In this paper, we study the performance of encrypted DNS protocols and conventional DNS from thousands of home networks in the United States, over one month in 2020. We perform the…
Classifying Network Vendors at Internet Scale
Jordan Holland, Ross Teixeira, Paul Schmitt +4
In this paper, we develop a method to create a large, labeled dataset of visible network device vendors across the Internet by mapping network-visible IP addresses to device vendor…
A Theory of Auto-Scaling for Resource Reservation in Cloud Services
Konstantinos Psychas, Javad Ghaderi
We consider a distributed server system consisting of a large number of servers, each with limited capacity on multiple resources (CPU, memory, disk, etc.). Jobs with different rew…
Beyond the Trees: Resilient Multipath for Last-mile WISP Networks
Bilal Saleem, Paul Schmitt, Jay Chen +1
Expanding the reach of the Internet is a topic of widespread interest today. Google and Facebook, among others, have begun investing substantial research efforts toward expanding I…
Encryption without Centralization: Distributing DNS Queries Across Recursive Resolvers
Austin Hounsel, Paul Schmitt, Kevin Borgolte +1
Emerging protocols such as DNS-over-HTTPS (DoH) and DNS-over-TLS (DoT) improve the privacy of DNS queries and responses. While this trend towards encryption is positive, deployment…