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ARP determines the corresponding MAC address for an IPv4 address in the local network (on-link). There's no gateway involved. Since ARP information is cached, there isn't actually that much ARP traffic. IP is designed on the premise that local node-to-node communication doesn't need any central service - it "just works". Also, sending to the default gateway would require knowing its MAC address ...