Traffic Management
This is mainly about the Timescale decomposition of traffic management components, packet transit/RTT times, flow setup times, traffic matrix time variations, and long term demand variation (usually increase).
Also novel protocol deployment create new demand patterns.
This all creates requirements for empirical input e.g. of user utilities for elastic and inelastic traffic demands, and for behaviour in response to offpeak (or congestion) type time varying charging for resource use. A great example of recent work on how things change sometimes quite quckly is this paper about the change in application demands during the pandemic
Signaling protocol complexity - signaling couples multiple components - end systems and users, to reuters/switches, schedulers and admission control, and even routing, so signaling is a mess, and to date, very little deployed in the Internet. Most traffic management decisions are made using bespoke (ad hoc) measurement tools and techniques.
One of the big arguments recently is how to divide up a budget (whether congestion or delay) amongst hops (e.g. AS hops) in a path - with some overall resource constraint (e2e delay must be less than 300ms) each hop will want to maximise the delay it can impose for bursty traffic (same for RED based ECN triggers) so it can maximise user traffic - need incentive matching!
Systems Design
Some things change demand surprisingly quick. - already mentioned the impact of the pandemic on increased in demand for interactive video/audio, but also sources shifted from work to working from home in daytime. New change is decentralised social media like Mastodon and Matrix, which have many p2p servers (mastdon today has around 4000, serving 8M people - the user base is growing at around 1M a week!)
Interesting social/legal/regulatory constraints include the simple (the EU mandates free data roaming or even trivial, like USBC phone charging sockets!) to the subtle - the Digital Markets Act requires any large service provider to open up APIs for interoperation - new work in internet standards means there will be open protocols that allow all systems (not just e-mail and web servers, but messaging and social media etc) to interwork - presumably also video conferencing
Technically, this is actually trivial (e.g. most video and audio use same coding - indeed in WebRTC have to use same protocols too). The trickier pieces are interworking key management for security, especially for group communications.
Pipelining example lead to replacement of HTTP 1.0/TCP with HTTP 3/QUIC, which allows arbitrary ordering of packets delivered over UDP (but still with reliability, flow and congestion control, and e2e privacy) - this allows browsers far more freedom to render material from multiple sources/media.
And this will keep changing and changing as people create new applications and services, and new communications technology - all that requires measurement, measurement and also measurement.
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