Probabilistic distance-based arbitration: Providing equality of service for many-core CMPs

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Emerging many-core chip multiprocessors will integrate dozens of small processing cores with an on-chip interconnect consisting of point-to-point links. The interconnect enables the processing cores to not only communicate, but to share common resources such as main memory resources and I/O controllers. In this work, we propose an arbitration scheme to enable equality of service (EoS) in access to a chip's shared resources. That is, we seek to remove any bias in a core's access to a shared resource based on its location in the CMP. We propose using probabilistic arbitration combined with distance-based weights to achieve EoS and overcome the limitation of conventional round-robin arbiter. We describe how nonlinear weights need to be used with probabilistic arbiters and propose three different arbitration weight metrics - fixed weight, constantly increasing weight, and variably increasing weight. By only modifying the arbitration of an on-chip router, we do not require any additional buffers or virtual channels and create a simple, low-cost mechanism for achieving EoS. We evaluate our arbitration scheme across a wide range of traffic patterns. In addition to providing EoS, the proposed arbitration has additional benefits which include providing quality-of-service features (such as differentiated service) and providing fairness in terms of both throughput and latency that approaches the global fairness achieved with age-base arbitration - thus, providing a more stable network by achieving high sustained throughput beyond saturation. ? 2010 IEEE.
Publisher
IEEE Computer Society
Issue Date
2010-12-04
Language
ENG
Citation

43rd Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2010, pp.509 - 519

ISSN
1072-4451
URI
http://hdl.handle.net/10203/168049
Appears in Collection
EE-Conference Papers(학술회의논문)
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