首页> 外文会议>ACM/IEEE Annual International Symposium on Computer Architecture >Data Compression Accelerator on IBM POWER9 and z15 Processors : Industrial Product
【24h】

Data Compression Accelerator on IBM POWER9 and z15 Processors : Industrial Product

机译:IBM POWER9和z15处理器上的数据压缩加速器:工业产品

获取原文

摘要

Lossless data compression is highly desirable in enterprise and cloud environments for storage and memory cost savings and improved utilization I/O and network. While the value provided by compression is recognized, its application in practice is often limited because it’s a processor intensive operation resulting low throughput and high elapsed time for compression intense workloads.The IBM POWER9 and IBM z15 systems overcome the shortcomings of existing approaches by including a novel on-chip integrated data compression accelerator. The accelerator reduces processor cycles, I/O traffic, memory and storage footprint of many applications practically with zero hardware cost. The accelerator also eliminates the cost and I/O slots that would have been necessary with FPGA/ASIC based compression adapters. On the POWER9 chip, a single accelerator uses less than 0.5% of the processor chip area, but provides a 388x speedup factor over the zlib compression software running on a general-purpose core and provides a 13x speedup factor over the entire chip of cores. On a POWER9 system, the accelerators provide an end-to-end 23% speedup to Apache Spark TPC-DS workload compared to the software baseline. The z15 chip doubles the compression rate of POWER9 resulting in even much higher speedup factors over the compression software running on general-purpose cores. On a maximally configured z15 system topology, on-chip compression accelerators provide up to 280 GB/s data compression rate, the highest in the industry. Overall, the on-chip accelerators significantly advance the state of the art in terms of area, throughput, latency, compression ratio, reduced processor utilization, power/energy efficiency, and integration into the system stack.This paper describes the architecture, and novel elements of the POWER9 and z15 compression/decompression accelerators with emphasis on trade-offs that made the on-chip implementation possible.
机译:在企业和云环境中,非常需要无损数据压缩,以节省存储和内存成本,并提高I / O和网络利用率。尽管可以认识到压缩所提供的价值,但是由于压缩密集型工作量导致处理器吞吐量大,吞吐量低和耗费大量时间,因此其在实践中的应用通常受到限制。IBMPOWER9和IBM z15系统通过包含以下内容来克服现有方法的缺点:新颖的片上集成数据压缩加速器。该加速器实际上以零硬件成本减少了许多应用程序的处理器周期,I / O流量,内存和存储空间。该加速器还消除了基于FPGA / ASIC的压缩适配器所需的成本和I / O插槽。在POWER9芯片上,单个加速器占用的处理器芯片面积不到0.5%,但与运行在通用内核上的zlib压缩软件相比,提供了388倍的加速因子,在整个内核芯片上提供了13倍的加速因子。在POWER9系统上,与软件基准相比,加速器可为Apache Spark TPC-DS工作负载提供23%的端到端加速。 z15芯片将POWER9的压缩率提高了一倍,从而导致运行速度比通用内核上运行的压缩软件更高。在最大配置的z15系统拓扑上,片上压缩加速器可提供高达280 GB / s的数据压缩率,是业界最高的。总体而言,片上加速器在面积,吞吐量,延迟,压缩率,降低的处理器利用率,功耗/能效以及集成到系统堆栈方面都大大提高了现有技术水平。 POWER9和z15压缩/解压缩加速器的各个元素,尤其是权衡取舍,这使得片上实现成为可能。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号