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Scheduling on-chip networksWu, Xiang 23 October 2009 (has links)
Networks-on-Chip (NoC) have been proposed to meet many challenges
of modern Systems-on-Chip (SoC) design and manufacturing. At the architectural
level, a clean separation of computation and communication helps
integration and verification. Networking abstraction of the communication infrastructure
also promotes reuse and fast development. But the benefit is most
visible when it comes to circuit and physical design. Networks can be made
sparse and regular and thus facilitate placement and route. It is also much
easier to reach timing and power closure as NoC shield communication details
away from complicating analysis. Last but not the least, networks are flexible
at the design stage and adaptable post-silicon. Many techniques of tackling
process variation and interconnect failure can be built upon NoC.
However, when interconnects are time multiplexed in a NoC, the network’s
performance will deteriorate if it is not scheduled properly. For a wide
range of applications, the traffic on the network can be determined before run-time
and offline scheduling offers guaranteed performance and enables simple design. We propose a synthesis flow that takes the data flow graph of the
application and a network topology as inputs; and outputs an offline schedule
that can be deployed directly to the NoC. We analyze the complexity of combinatorial
problems that arise from this context and provide efficient heuristics
when polynomial time algorithms are not available assuming P [not equal to] NP. Results
on LDPC decoding and FFT designs are compared with previous ones.
We further apply our findings to parallel shared memories (PSM) and
formalize the PSM architecture and its scheduling problem. An efficient heuristic
is derived from our algorithm for unbuffered networks. Another application
exemplifies how the NoC can be reprogrammed after silicon is back from fab
in order to avoid failed interconnects due to process variation. A simple statistical
model is studied and the simulation result is rather interesting. We
find out that high performance and yield are not always at conflict if we are
able to change the network schedule based on silicon diagnosis. / text
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