KubeFlux: An HPC scheduler plugin for Kubernetes
Claudia Misale, Daniel Milroy
KubeCon + CloudNativeCon EU 2022
Over the past two decades, ever-increasing network bandwidth demands in data centers and high-performance computing systems have fueled exponential growth in per-lane serial link data rates. To keep up with this demand and enable faster communication over bandwidth-limited electrical channels, wireline transceiver architectures and circuit topologies have rapidly evolved over this timeframe to support sophisticated modulation and equalization. This tutorial paper presents an overview of modern serial links. Application background is described, motivating link energy efficiency and bit error rate requirements. Transmit and receive circuits and architectures are described for both short-reach and long-reach electrical interconnects. The former tends to rely on power-efficient analog/mixed-signal techniques to equalize relatively low-loss channels with reach up to a few cm, while the latter requires sophisticated DSP along with high-speed ADCs and DACs to compensate channels with loss greater than 30dB at Nyquist. Optical links are reviewed in the context of intra-data center applications where they are increasingly used. Low-jitter, high-phase-accuracy clock generation and distribution techniques are examined. Finally, future directions for modulation, equalization, and error correction to support links exceeding 200Gb/s are discussed.
Claudia Misale, Daniel Milroy
KubeCon + CloudNativeCon EU 2022
Uicheol Shin, Masatoshi Ishii, et al.
MRS Fall Meeting 2022
Alex Merenstein, Vasily Tarasov, et al.
FAST 2023
Jaewon Lee, Seoyoung Jang, et al.
IEEE TCAS-II