Quantum communication complexity is a big and complicated idea, but let me try to explain it to you like you're 5 years old.
You know how when you want to talk to your friend who lives far away, you use a telephone or video call? Well, in the same way, when computers want to communicate with each other, they also use something called communication protocols. These protocols are like a set of rules that determine how and when the computers can exchange information with each other.
Now, the complexity of these protocols is the measure of how much time and resources (like energy or bandwidth) it takes for the computers to talk to each other. A simple protocol can be done quickly and easily, like a short phone call, but a more complex one may take a lot longer and require more resources.
Quantum communication complexity refers to communication protocols that use quantum mechanics to transmit information. Quantum mechanics is the study of the smallest particles in the universe and how they behave. It's a lot more complicated than regular physics, but we'll keep it simple.
In quantum communication, instead of regular bits (ones or zeroes) used in computing, we use something called qubits. These are like tiny particles that can be in more than one state at once (think of Schrodinger's cat being both alive and dead at the same time). Using qubits makes it possible to transmit information more efficiently and with more security.
But because quantum mechanics is so weird and different from our everyday experience, the rules for communicating using qubits are also different and more complex. The protocols that govern how qubits communicate with each other are also much more complicated than regular communication protocols.
So, in summary, quantum communication complexity is a way to measure how complex and time-consuming it is to communicate using qubits instead of regular bits. It's a lot more complicated than regular communication, but it's also more efficient and secure.