Performance Characterization of Hardware/Software Communication Interfaces in End-to-End Power Management Solutions of High-Performance Computing Processors

被引:0
|
作者
del Vecchio, Antonio [1 ]
Ottaviano, Alessandro [2 ]
Bambini, Giovanni [1 ]
Acquaviva, Andrea [1 ]
Bartolini, Andrea [1 ]
机构
[1] Department of Electrical, Electronic, and Information Engineering, University of Bologna, Bologna,40126, Italy
[2] Integrated Systems Laboratory, ETH Zurich, Zurich,8092, Switzerland
关键词
Analog storage - ARM processors - Decision making - Interoperability - Network layers - Optical data storage - Power management (telecommunication) - Quality of service - Voltage scaling;
D O I
10.3390/en17225778
中图分类号
学科分类号
摘要
Power management (PM) is cumbersome for today’s computing systems. Attainable performance is bounded by the architecture’s computing efficiency and capped in temperature, current, and power. PM is composed of multiple interacting layers. High-level controllers (HLCs) involve application-level policies, operating system agents (OSPMs), and PM governors and interfaces. The application of high-level control decisions is currently delegated to an on-chip power management unit executing tailored PM firmware routines. The complexity of this structure arises from the scale of the interaction, which pervades the whole system architecture. This paper aims to characterize the cost of the communication backbone between high-level OSPM agents and the on-chip power management unit (PMU) in high performance computing (HPC) processors. For this purpose, we target the System Control and Management Interface (SCMI), which is an open standard proposed by Arm. We enhance a fully open-source, end-to-end FPGA-based HW/SW framework to simulate the interaction between a HLC, a HPC system, and a PMU. This includes the application-level PM policies, the drivers of the operating system-directed configuration and power management (OSPM) governor, and the hardware and firmware of the PMU, allowing us to evaluate the impact of the communication backbone on the overall control scheme. With this framework, we first conduct an in-depth latency study of the communication interface across the whole PM hardware (HW) and software (SW) stack. Finally, we studied the impact of latency in terms of the quality of the end-to-end control, showing that the SCMI protocol can sustain reactive power management policies. © 2024 by the authors.
引用
收藏
相关论文
共 50 条
  • [21] Asymmetric-frequency clustering: A power-aware back-end for high-performance processors
    Baniasadi, A
    Moshovos, A
    ISLPED'02: PROCEEDINGS OF THE 2002 INTERNATIONAL SYMPOSIUM ON LOW POWER ELECTRONICS AND DESIGN, 2002, : 255 - 258
  • [22] An End-to-end High-performance Deduplication Scheme for Docker Registries and Docker Container Storage Systems
    Zhao, Nannan
    Lin, Muhui
    Albahar, Hadeel
    Paul, Arnab K.
    Huang, Zhijie
    Abraham, Subil
    Chen, Keren
    Tarasov, Vasily
    Skourtis, Dimitrios
    Anwar, Ali
    Butt, Ali R.
    ACM TRANSACTIONS ON STORAGE, 2024, 20 (03)
  • [23] Internet2 end-to-end performance tuning for distributed computing applications
    Liu, Jiang B.
    Mannemela, Pavan
    2005 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY - (ICIT), VOLS 1 AND 2, 2005, : 651 - 656
  • [24] iPath: Achieving High-Performance End-to-End Paths for Multi-homed Mobile Hosts
    Vu Thi Huong Giang
    Honda, Michio
    Sakakibara, Hiroshi
    Tokuda, Hideyuki
    2010 THIRD INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND ELECTRONICS (ICCE), 2010, : 24 - 29
  • [25] END-TO-END PROCESS ORCHESTRATION OF EARTH OBSERVATION DATA WORKFLOWS WITH APACHE AIRFLOW ON HIGH PERFORMANCE COMPUTING
    Tian, Liang
    Sedona, Rocco
    Mozaffari, Amirpasha
    Kreshpa, Enxhi
    Paris, Claudia
    Riedel, Morris
    Schultz, Martin G.
    Cavallaro, Gabriele
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 711 - 714
  • [26] Power dissipation in high-end integrated communication processors
    Chandran, R
    EDN, 2006, 51 (11) : 63 - +
  • [27] End-to-end performance characterization of sensornet multi-hop routing
    Mohan, A
    Hong, W
    Gay, D
    Buonadonna, P
    Mainwaring, A
    INTERNATIONAL CONFERENCE ON PERVASIVE SERVICES 2005, PROCEEDINGS, 2005, : 27 - 36
  • [28] SCTP Performance Improvement for Reliable End-to-end Communication in Ad Hoc Networks
    Takemoto, Yusuke
    Funasaka, Junichi
    Teshima, Satoshi
    Ohta, Tomoyuki
    Kakuda, Yoshiaki
    ISADS 2009: 2009 INTERNATIONAL SYMPOSIUM ON AUTONOMOUS DECENTRALIZED SYSTEMS, PROCEEDINGS, 2009, : 311 - 316
  • [29] IMPROVING END-TO-END COMMUNICATION PERFORMANCE BY CONTROLLING BEHAVIOR OF INTERMEDIATE NETWORK NODE
    Ku, Chin-Fu
    Chen, Sao-Jie
    Ho, Jan-Ming
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2010, 6 (04): : 1893 - 1903
  • [30] Java']Java as a front-end to high-performance computing resources
    Sills, AJ
    Hawick, KA
    INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED PROCESSING TECHNIQUES AND APPLICATIONS, VOLS I-IV, PROCEEDINGS, 1998, : 107 - 114