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#Congestion Control

Showing: 36 courses
MLOps World: Machine Learning in Production

PANAMA: In-Network Aggregation for Shared Machine Learning Clusters

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Explore PANAMA, a novel in-network aggregation framework for distributed ML training, enhancing performance and resource sharing in shared clusters.
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1 Lesons
31 minutes
On-Demand
Free-Video
SNIAVideo

The Quest for an Autonomous Storage Fabric - Building Self-Driving NVMe Storage Infrastructure

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Explore the evolution of autonomous storage fabrics through advanced technologies like NVMe/FC, FPINs, and congestion control, focusing on self-driving capabilities and automated infrastructure management.
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1 Lesons
53 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

SIGCOMM 2020: 1RMA: Re-envisioning Remote Memory Access for Multi-Tenant Datacenters

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Explore innovative remote memory access for multi-tenant datacenters, addressing RDMA challenges through connection-free operations, finite resource pools, and enhanced security features.
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13 Lesons
20 minutes
On-Demand
Free-Video
Paul G. Allen School

Designing Fast and Programmable Routers

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Explore cutting-edge router design combining high performance and programmability. Learn about innovative primitives enabling line-rate programmable routers, including packet scheduling, stateful processing, and flow-based statistics measurement.
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24 Lesons
1 hour
On-Demand
Free-Video
Paul G. Allen School

Network Protocols and TCP/IP - Lecture 6

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Explore network protocols, focusing on TCP/IP, sliding windows, congestion control, and denial of service attacks. Includes practical demonstrations and packet tracing exercises.
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11 Lesons
2 hours 55 minutes
On-Demand
Free-Video
USENIX

Revisiting Congestion Control for Lossless Ethernet

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Explores ACK-driven congestion control for lossless Ethernet, improving flow completion time and addressing issues like congestion spreading and head-of-line blocking through packet conservation principles.
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1 Lesons
18 minutes
On-Demand
Free-Video
USENIX

Large-Scale Deployment of Data Center TCP (DCTCP) - Challenges and Experiences

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Deployment experiences of DCTCP in large-scale data centers, highlighting performance improvements, unexpected challenges, and open research questions in network congestion control.
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1 Lesons
14 minutes
On-Demand
Free-Video
USENIX

Precise Data Center Traffic Engineering with Constrained Hardware Resources

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Optimizing data center traffic routing with limited hardware resources, adapting allocation based on volume and precision impact, resulting in improved load balancing and reduced congestion.
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1 Lesons
17 minutes
On-Demand
Free-Video
USENIX

Pudica: Near-Zero Queuing Delay in Congestion Control for Cloud Gaming

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Innovative congestion control algorithm for cloud gaming, reducing frame delay and stall rates while increasing bitrate, enhancing player experience through near-zero queuing and high link utilization.
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1 Lesons
19 minutes
On-Demand
Free-Video
USENIX

Towards Provably Performant Congestion Control

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Explores framework for designing congestion control algorithms with provable performance across diverse network scenarios, synthesizing algorithms and uncovering fundamental impossibility results.
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1 Lesons
17 minutes
On-Demand
Free-Video
USENIX

Harmony: A Congestion-free Datacenter Architecture

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Explore a novel datacenter architecture that guarantees congestion-free message delivery, offering bounded queueing and delays without sacrificing network utilization or performance.
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1 Lesons
20 minutes
On-Demand
Free-Video
USENIX

SMUFF: Towards Line Rate Wi-Fi Direct Transport with Orchestrated On-device Buffer Management

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Innovative Wi-Fi direct transport solution achieving near-Gbps speeds for efficient peer-to-peer file transfers, optimizing buffer management and reducing resource consumption on smartphones.
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1 Lesons
17 minutes
On-Demand
Free-Video
IEEE

Circulation Control for Faster Minimum Cost Flow in Unit-Capacity Graphs

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Explores advanced techniques for optimizing minimum cost flow in unit-capacity graphs, focusing on circulation control methods to enhance efficiency and reduce computational complexity.
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11 Lesons
23 minutes
On-Demand
Free-Video
IEEE

Unit Capacity Maxflow in Almost m - 4/3 Time

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Explore advanced algorithms for solving unit capacity maxflow problems, featuring innovative techniques and improved time complexity.
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15 Lesons
28 minutes
On-Demand
Free-Video
USENIX

Shoal - A Network Architecture for Disaggregated Racks

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Innovative network architecture for disaggregated racks using fast circuit switches, offering high density and performance with lower power consumption. Addresses unique challenges in connecting dense clusters of compute, memory, and storage blades.
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15 Lesons
25 minutes
On-Demand
Free-Video
USENIX

Backpressure Flow Control

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Explores Backpressure Flow Control, a novel congestion control architecture for data center networks, offering improved throughput and latency compared to end-to-end schemes.
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11 Lesons
16 minutes
On-Demand
Free-Video
USENIX

Datacenter RPCs Can Be General and Fast

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Efficient RPC library for datacenter networks offering high performance without sacrificing generality. Handles packet loss and congestion while achieving low latency and high bandwidth on commodity hardware.
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16 Lesons
24 minutes
On-Demand
Free-Video
USENIX

The nanoPU - A Nanosecond Network Stack for Datacenters

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Innovative NIC-CPU co-design accelerating datacenter applications with μs-scale RPCs. Features fast network-to-CPU path, hardware-supported transport and load balancing, achieving 69ns wire-to-wire response time and improved performance.
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7 Lesons
15 minutes
On-Demand
Free-Video
USENIX

Adapting TCP for Reconfigurable Datacenter Networks

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Explores TCP adaptation for modern reconfigurable datacenter networks, proposing dynamic queue resizing and explicit circuit state feedback to improve circuit utilization and performance.
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12 Lesons
22 minutes
On-Demand
Free-Video
USENIX

TCP - Architecture, Enhancements, and Tuning

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Comprehensive exploration of TCP architecture, enhancements, and tuning, covering core concepts, connection establishment, flow control, congestion avoidance, and performance optimization techniques for network engineers.
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26 Lesons
50 minutes
On-Demand
Free-Video
USENIX

Bolt - Sub-RTT Congestion Control for Ultra-Low Latency

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Innovative congestion control system for ultra-fast data center networks, reducing latency and improving flow completion time while maintaining high utilization at speeds up to 400Gbps.
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1 Lesons
16 minutes
On-Demand
Free-Video
USENIX

Understanding the Impact of Host Networking Elements on Traffic Bursts

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Explores traffic burstiness in host networking, analyzing congestion control, scheduling, and hardware offloading. Introduces Valinor framework for multi-scale burst measurement and challenges conventional assumptions about traffic patterns.
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1 Lesons
15 minutes
On-Demand
Free-Video
GOTO Conferences

Aeron - What, Why and What Next

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Explore Aeron's evolution as a fast, predictable transport protocol. Learn its design principles, architecture, and innovative approaches to messaging, flow control, and resource management.
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26 Lesons
1 hour 22 minutes
On-Demand
Free-Video
USENIX

Bridging the Gap between QoE and QoS in Congestion Control - A Large-scale Mobile Web Service Perspective

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Explore a novel approach to enhance mobile web services by bridging Quality of Experience and Quality of Service in congestion control, improving user experience through adaptive algorithms.
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1 Lesons
17 minutes
On-Demand
Free-Video
OpenFabrics Alliance

Addressing Endpoint-Induced Congestion in Scale Out Accelerator Domain

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Discover innovative RDMA mechanisms for handling endpoint congestion in accelerator domains, focusing on UDP/IP/Ethernet implementation and efficient congestion control for improved network performance.
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1 Lesons
25 minutes
On-Demand
Free-Video
Open Compute Project

NVIDIA Spectrum-X Network Platform Architecture for AI Cloud Performance

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Dive into NVIDIA's Spectrum-X networking innovations, exploring how this Ethernet platform revolutionizes AI cloud performance through advanced routing, telemetry, and multi-tenant capabilities.
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1 Lesons
17 minutes
On-Demand
Free-Video
Open Compute Project

Network Stability Challenges and Solutions in Large-Scale Computing Clusters

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Discover advanced network stability techniques for large-scale computing clusters, focusing on AI/ML training optimization, unified monitoring, and innovative congestion control through AMD implementation.
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1 Lesons
19 minutes
On-Demand
Free-Video
Open Compute Project

Congestion Management in Ethernet-Based Networks for AI Cluster Fabric

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Explore advanced congestion control methods for AI cluster fabrics, focusing on endpoint and fabric scheduling to optimize network performance, minimize latency, and maximize throughput.
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1 Lesons
22 minutes
On-Demand
Free-Video
Open Compute Project

Advancing SONiC for AI - Network Architecture and Performance Optimization

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Discover the latest advancements in SONiC AI Working Group's developments, focusing on network fabrics, routing design, and congestion control for AI clusters and GPU-accelerated workloads.
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1 Lesons
21 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Traffic Management: Policing, Scheduling, and Shaping - Part 7

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Explore traffic policing, scheduling, and shaping techniques for effective network management and optimization.
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1 Lesons
20 minutes
On-Demand
Free-Video
USENIX

Config-Snob: Tuning for the Best Configurations of Networking Protocol Stack

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Optimizing web server performance through dynamic tuning of networking protocol stack configurations, addressing challenges in configuration space and network dynamics.
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1 Lesons
16 minutes
On-Demand
Free-Video
USENIX

ETC: An Elastic Transmission Control Using End-to-End Available Bandwidth Perception

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Innovative transport protocol ETC uses pulling rate as congestion signal, outperforming existing protocols in throughput, latency, convergence speed, and fairness for improved network performance.
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1 Lesons
20 minutes
On-Demand
Free-Video
OpenFabrics Alliance

The Next Decade of Networking Challenges and Opportunities

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Explore emerging advances in network technology, from transport protocols to hardware, and understand key challenges in supporting future applications across edge, cloud, and data centers.
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1 Lesons
56 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Traffic Management: Policing, Scheduling, and Shaping - Part 5

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Explore traffic policing, scheduling, and shaping techniques to optimize network performance and ensure quality of service.
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1 Lesons
33 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Next-Generation Networks for Machine Learning

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Explore next-gen networks for machine learning, focusing on optical fabrics and scheduling techniques to accelerate distributed DNN training workloads and overcome datacenter network bottlenecks.
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3 Lesons
50 minutes
On-Demand
Free-Video
Confluent

Top 6 Worst Apache Kafka JIRA Bugs

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Explore six critical Apache Kafka bugs with expert Anna McDonald. Gain insights into batching, replication protocols, networking, and Scala implementation, enhancing your understanding of Kafka's inner workings.
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8 Lesons
1 hour 11 minutes
On-Demand
Free-Video