The transmission control protocol, or TCP, which manages traffic on the Internet, first ended up proposed in 1974 and to this day, some version of TCP still regulate data transfer in most major data centers.
That’s not because TCP is perfect or because computer scientists have had trouble coming up with possible alternatives; it’s because those alternatives are too hard to test. The routers in data center networks have their traffic management protocols hardwired into them. Testing a new protocol means replacing the existing network hardware with either reconfigurable chips, which are labor-intensive to program, or software-controlled routers, which are so slow they render large-scale testing impractical.
At the Usenix Symposium on Networked Systems Design and Implementation later this month, researchers from MIT’s Computer Science and Artificial Intelligence Laboratory will show a system for testing new traffic management protocols that requires no alteration to network hardware but still works at realistic speeds — 20 times as fast as networks of software-controlled routers.
The system maintains a compact, efficient computational model of a network running the new protocol, with virtual data packets that bounce around among virtual routers. On the basis of the model, it schedules transmissions on the real network to produce the same traffic patterns. Researchers could thus run real web applications on the network servers and get an accurate sense of how the new protocol would affect their performance.
“The way it works is, when an endpoint wants to send a [data] packet, it first sends a request to this centralized emulator,” said Amy Ousterhout, a graduate student in electrical engineering and computer science (EECS) and first author on the new paper. “The emulator emulates in software the scheme that you want to experiment with in your network. Then it tells the endpoint when to send the packet so that it will arrive at its destination as though it had traversed a network running the programmed scheme.”
Each packet of data sent over a computer network has two parts: The header and the payload. The payload contains the data the recipient is interested in — image data, audio data, text data, and so on. The header contains the sender’s address, the recipient’s address, and other information routers and end users can use to manage transmissions.
When multiple packets reach a router at the same time, they’re put into a queue and processed sequentially. With TCP, if the queue gets too long, subsequent packets end up dropped; they never reach their recipients. When a sending computer realizes its packets end up dropped, it cuts its transmission rate in half, then slowly ratchets it back up.
A better protocol might enable a router to flip bits in packet headers to let end users know that the network is congested, so they can throttle back transmission rates before packets get dropped. Or it might assign different types of packets different priorities, and keep the transmission rates up as long as the high-priority traffic is still getting through. These are the types of strategies computer scientists want to test out on real networks.
With the MIT researchers’ new system, called Flexplane, the emulator, which models a network running the new protocol, uses only packets’ header data, reducing its computational burden. In fact, it doesn’t necessarily use all the header data — just the fields relevant to implementing the new protocol.
When a server on the real network wants to transmit data, it sends a request to the emulator, which sends a dummy packet over a virtual network governed by the new protocol. When the dummy packet reaches its destination, the emulator tells the real server can go ahead and send its real packet.
If, while passing through the virtual network, a dummy packet has some of its header bits flipped, the real server flips the corresponding bits in the real packet before sending it. If a clogged router on the virtual network drops a dummy packet, the corresponding real packet never sends out. And if, on the virtual network, a higher-priority dummy packet reaches a router after a lower-priority packet but jumps ahead of it in the queue, then on the real network, the higher-priority packet goes out first.
The servers on the network thus see the same packets in the same sequence they would if the real routers were running the new protocol. There’s a slight delay between the first request issued by the first server and the first transmission instruction issued by the emulator. But thereafter, the servers issue packets at normal network speeds.
The ability to use real servers running real web applications offers a significant advantage over another popular technique for testing new network management schemes: software simulation, which generally uses statistical patterns to characterize the applications’ behavior in a computationally efficient manner.