Upload File

high-throughput and low-latency hyperloop

15
High-Throughput and Low-Latency Hyperloop ITSC 2020 – The 23rd IEEE International Conference on Intelligent Transportation Systems ETH Zurich, Distributed Computing, disco.ethz.ch Manuel Eichelberger, David Geiter, Roland Schmid, Roger Wattenhofer

Upload: others

Post on 25-Feb-2022

14 views

Category:

Documents


0 download

Report

TRANSCRIPT

Page 1: High-Throughput and Low-Latency Hyperloop

High-Throughput and Low-Latency

Hyperloop

ITSC 2020 – The 23rd IEEE International Conference on Intelligent Transportation Systems ETH Zurich, Distributed Computing, disco.ethz.ch

Manuel Eichelberger, David Geiter, Roland Schmid, Roger Wattenhofer

Page 2: High-Throughput and Low-Latency Hyperloop

High-Throughput and Low-Latency

Hyperloop

ITSC 2020 – The 23rd IEEE International Conference on Intelligent Transportation Systems ETH Zurich, Distributed Computing, disco.ethz.ch

Manuel Eichelberger, David Geiter, Roland Schmid, Roger Wattenhofer

Page 3: High-Throughput and Low-Latency Hyperloop

speed

?

Page 4: High-Throughput and Low-Latency Hyperloop

direct connections on-demand

Page 5: High-Throughput and Low-Latency Hyperloop
Page 6: High-Throughput and Low-Latency Hyperloop

Model

Page 7: High-Throughput and Low-Latency Hyperloop

Model

Page 8: High-Throughput and Low-Latency Hyperloop

Scheduling

Page 9: High-Throughput and Low-Latency Hyperloop

Scheduling

Page 10: High-Throughput and Low-Latency Hyperloop

Demand Modeling – how far?

Page 11: High-Throughput and Low-Latency Hyperloop

Demand Modeling – when?

Page 12: High-Throughput and Low-Latency Hyperloop

Swiss Network

Page 13: High-Throughput and Low-Latency Hyperloop

European Network

Page 14: High-Throughput and Low-Latency Hyperloop
Page 15: High-Throughput and Low-Latency Hyperloop

Hyperloop could be the future.


Project Technical Report: Implementing Hyperloop · Hyperloop is a software framework that is entirely based on In˙niband based RDMA. RDMA pro-vides high-performance, low latency,

HYCON WHITEPAPER v1 · 2019-05-08 · 6 Latency As mentioned above, latency and throughput go hand in hand as limiting factors for the fact that maximum throughput of a network is

Performance Analysis and Tuning – Part I · Performance Metrics , Latency==Speed Throughput==Bandwidth . Children Parents Tuned: Your Custom Profiles throughput-performance latency-performance

High Throughput Low Latency LDPC Decoding on GPU for …gw2/pdf/globalsip2013_ldpc_gpu.pdf · High Throughput Low Latency LDPC Decoding on GPU for SDR Systems Guohui Wang, Michael

Deploying High-Throughput, Low-Latency Predictive Models with

Average Throughput vs. Latency (Pre-existing)engr.case.edu/liberatore_vincenzo/papers/adamprj2.pdfThroughput vs. Latency – Throughput is relatively unaffected by latency, as seen

High Throughput Low Latency LDPC Decoding on GPU for SDR ...gw2/pdf/globalsip2013_ldpc_gpu.pdf · High Throughput Low Latency LDPC Decoding on GPU for SDR Systems Guohui Wang, Michael

Stealthy Traffic Analysis of Low-Latency Anonymous ...pmittal/publications/throughput...Stealthy Traffic Analysis of Low-Latency Anonymous Communication Using Throughput Fingerprinting

Impact of Malicious Nodes on Throughput, Packets Dropped and Average Latency in MANETs

Lightweight Cryptography: from Smallest to Fastest · Latency vs Throughput 22. July 22, 2015 Latency = 15 s Throughput = 0.2 beer/s 12 3 6 Parallel 9 processing! Latency vs Throughput

Review: latency vs. throughput - Department of Computer ... · PDF fileReview: latency vs. throughput ... Computer A Computer B Computer C Program 1 1 10 20 ... (general/special registers,

Computational Performance Latency and throughput of memorybanas/WO/WO_W05_Memory_2.pdf · Memory latency How to measure latency experimentally: different types of accesses (depends

NVIDIA Multi-Instance GPU and NVIDIA Virtual Compute Server...with predi ctable throughput and latency. The extreme throughput and latency of MIG surpass vGPU temporal partitioning

Pushing Python: Building a High Throughput, Low Latency System

Deploying High-Throughput, Low-Latency Predictive Models ...proceedings.mlr.press/v50/gawalt15.pdf · Deploying High-Throughput, Low-Latency Predictive Models with the Actor Framework

Hyperloop Team Avishkar - Avishkar Hyperloop

Low latency high throughput streaming using Apache Apex and Apache Kudu

ASAS 2013 - Space-based architecture: Linear scalability? High throughput? Low latency?

Low Latency Low Loss Scalable Throughput (L4S)

Review: latency vs. throughput - University of Texas at Austin · Review: latency vs. throughput • Pizza delivery example – Do you want your pizza hot? • Low latency – Or

Building Interactive Distributed Processing Applications ...dprg.cs.uiuc.edu/docs/shadi_phd_thesis/defense.pdf · PACELC Latency Throughput Latency Isolation 1. Abadi, ^ onsistency

Miercom Report Dell EMC Data Center Switch Testing4.0 RFC 2544 Port-Pair Unicast Throughput and Latency Description RFC 2544 is a standard test case for verifying throughput and latency

High Throughput and Low Latency on Hadoop Clusters using

CheXNet – Inference with Nvidia T4 on Dell EMC PowerEdge R7425 · 2019-09-17 · (img/sec) Latency (ms) Throughput (img/sec) Latency (ms) Throughput (img/sec) Latency (ms) 1 315

Pipelining & Verilog - MITweb.mit.edu/6.111/www/f2017/handouts/L09.pdf · Pipelining & Verilog • 6.UAP? • Division • Latency & Throughput • Pipelining to increase throughput

Does Better Throughput Require Worse Latency?

Efficient Architectures for Low Latency and High Throughput Trading Systems on the JVM

Maintaining Low Latency While Maximizing Throughput on a Single Cluster

Throughput vs. Latency: QoS-centric Resource Allocation ...eprints.networks.imdea.org/1534/1/PID4665795.pdf · Throughput vs. Latency: QoS-centric Resource Allocation for Multi-User

TCP Network Latency and Throughput · TCP Network Latency and Throughput r Why your customer doesnt receive the Throughput they paid for’ TCP Windowing (effect of latency and packet

High Throughput Low Latency LDPC Decoding on GPU for SDR ...by2/papers/globalsip2013_ldpc_gpu.pdf · High Throughput Low Latency LDPC Decoding on GPU for SDR Systems Guohui Wang,

Designing a DHT for low latency and high throughput

Lecture 2 Performance Metrics. Bandwidth Delay Bandwidth-delay product Latency Throughput

High-throughput Low-latency Online Image Processing by

Tuning 5G for UL Throughput, RTT Latency and Network