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Microwave And Millimetre-Wave Trading Networks

Why some trading firms beam signals through the air between cities instead of running them through fiber-optic cable — because light bends and slows in glass, and a straight-line radio hop through the atmosphere is faster.

Prerequisites: Latency vs Throughput

Fiber-optic cable between Chicago and New York runs along railway lines and highways, curving around towns and terrain, and light inside glass travels at only about two-thirds the speed of light in a vacuum. A trading firm that needs to react to a price move in Chicago's futures market by trading the corresponding stock basket in New York cares about every one of those microseconds, because a rival who gets there first captures the arbitrage and leaves nothing for anyone behind. The fix isn't a faster cable — it's skipping the cable. A microwave or millimetre-wave link sends the signal as a radio beam through open air, hopping from tower to tower in a nearly straight line, and air is close enough to a vacuum that the speed advantage over fiber is real and measurable.

Towers instead of trenches

A microwave network is a relay chain: dish antennas mounted on towers spaced perhaps 30–50 km apart, each one receiving the signal and re-transmitting it toward the next tower in line. Millimetre-wave links use even higher frequencies, which carry more bandwidth over shorter hops but are more sensitive to rain and fog. Both approaches trade off against fiber's reliability — a heavy storm can degrade or briefly drop a microwave link, so firms often run microwave as the fast primary path with fiber as a fallback that never quite loses the race but never gets rained out either.

The commercial value of a marginal microsecond on these routes is large enough that firms have built literally dozens of competing microwave paths on the Chicago–New York corridor, sometimes just to shave a single-digit number of microseconds off the previous fastest route, because in latency arbitrage second place gets nothing.

Worked example: converting distance into an edge

Chicago to New York is roughly 1,200 km by a reasonably direct microwave path versus roughly 1,300 km along the fiber routes actually available. Signal speed in air is about 3×1083 \times 10^8 m/s; in fiber it's about 2×1082 \times 10^8 m/s (roughly two-thirds of light speed, due to the refractive index of glass). Time for each path:

tmicrowave=1,200,000 m3×108 m/s4,000 μs,tfiber=1,300,000 m2×108 m/s6,500 μs.t_{\text{microwave}} = \frac{1{,}200{,}000 \text{ m}}{3 \times 10^8 \text{ m/s}} \approx 4{,}000\ \mu s,\qquad t_{\text{fiber}} = \frac{1{,}300{,}000 \text{ m}}{2 \times 10^8 \text{ m/s}} \approx 6{,}500\ \mu s .

That's a gap of roughly 2,500 microseconds — 2.5 milliseconds — one-way, which sounds tiny until you remember that a firm racing a rival by even 5 microseconds on a link that's already been optimized down to a few milliseconds captures the trade essentially every time information first appears in one market and needs acting on in the other.

fiber (follows roads, curves) microwave (tower relay, near-straight) City A City B
Fiber follows existing rights-of-way and curves around obstacles; a microwave relay chain (dots are towers) takes the shortest path the terrain allows, cutting distance and beating fiber's slower propagation speed in glass.

What this means in practice

Microwave and millimetre-wave links matter most for strategies that trade the same or closely related information across two geographically separated venues — index arbitrage between Chicago futures and New York equities being the textbook case. Because the advantage is measured in single-digit microseconds and the routes are public knowledge, firms treat their exact tower paths and link providers as closely guarded competitive information, and the arms race has largely reached a point of diminishing returns where further speedups cost enormously more than the last one bought.

Microwave and millimetre-wave networks beat fiber over the same city pair not because radio is inherently faster than light, but because air is closer to a vacuum than glass is, and a chain of towers can take a straighter path than cable laid along existing infrastructure.

Related concepts

Practice in interviews

Further reading

  • MacKenzie, Trading at the Speed of Light, ch. 4
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