Adaptive Data Compression for High-Performance Low-Power On-Chip Networks

被引:18
|
作者
Jin, Yuho [1 ]
Yum, Ki Hwan [2 ]
Kim, Eun Jung [1 ]
机构
[1] Texas A&M Univ, Dept Comp Sci, College Stn, TX 77843 USA
[2] Univ Texas San Antonio, Dept Comp Sci, San Antonio, TX 78249 USA
关键词
D O I
10.1109/MICRO.2008.4771804
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
With the recent design shift towards increasing the number of processing elements in a chip, high-bandwidth support in on-chip interconnect is essential for low-latency communi. cation. Much of the previous work has focused on router architectures and network topologies using wide/long channels. However, such solutions may result in a complicated router design and a high interconnect cost. fit this paper we exploit a table-based data compression technique, relying oil value patterns in cache traffic. Compressing a large packet into a small one call increase the effective bandwidth of routers and links, while saving power due to reduced operations. The main challenges are providing a scalable implementation of tables and minimizing overhead of the compression latency. First, we propose a shared table scheme that needs one element and one decoding tables for each processing element, and a management protocol that does riot require in-order delivery. Next, we present streamlined encoding that combines flit injection and encoding in a pipeline. Furthermore, data compression can be selectively applied to communication oil congested paths only if compression improves performance. Simulation results in a 16-core CMP show that our compression method improves the packet latency by up to 44% with an average of 36% and reduces the network power consumption by 36% on average.
引用
收藏
页码:354 / +
页数:2
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