4 papers · 1 filter
Can LLMs Forecast Internet Traffic from Social Media?
Jonatan Langlet, Mariano Scazzariello, Flavio Luciani +3
Societal events shape the Internet's behavior. The death of a prominent public figure, a software launch, or a major sports match can trigger sudden demand surges that overwhelm pe…
Direct Feature Access -- Scaling Network Traffic Feature Collection to Terabit Speed
Lukas Froschauer, Jonatan Langlet, Andreas Kassler
Real-time traffic monitoring is critical for network operators to ensure performance, security, and visibility, especially as encryption becomes the norm. AI and ML have emerged as…
Sketch Disaggregation Across Time and Space
Jonatan Langlet, Peiqing Chen, Michael Mitzenmacher +3
Streaming analytics are essential in a large range of applications, including databases, networking, and machine learning. To optimize performance, practitioners are increasingly o…
Zero-CPU Collection with Direct Telemetry Access
Jonatan Langlet, Ran Ben Basat, Sivaramakrishnan Ramanathan +4
Programmable switches are driving a massive increase in fine-grained measurements. This puts significant pressure on telemetry collectors that have to process reports from many swi…