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MDTCP: Practical Latency-Aware Multipath Con- gestion Control for Datacenter Networks
Karlstads universitet, Fakulteten för hälsa, natur- och teknikvetenskap (from 2013), Institutionen för matematik och datavetenskap (from 2013).ORCID-id: 0000-0001-7529-9324
Karlstads universitet, Fakulteten för hälsa, natur- och teknikvetenskap (from 2013), Institutionen för matematik och datavetenskap (from 2013).ORCID-id: 0000-0003-4147-9487
Karlstads universitet, Fakulteten för hälsa, natur- och teknikvetenskap (from 2013), Institutionen för matematik och datavetenskap (from 2013).ORCID-id: 0000-0001-7311-9334
Karlstads universitet, Fakulteten för hälsa, natur- och teknikvetenskap (from 2013), Institutionen för matematik och datavetenskap (from 2013).ORCID-id: 0000-0001-9194-010X
Vise andre og tillknytning
(engelsk)Manuskript (preprint) (Annet vitenskapelig)
Abstract [en]

Datacenter applications generate a mix of short and long flows, which have often contrasting network performance requirements. While short flows are typically sensitive to their completion time, long flows are more or less deadline agnostic but demand high throughput. Despite the availability of multiple, parallel high-capacity paths inside a datacenter network, the achievable transport-layer performance for both latency-sensitive and capacity-demanding applications is far from optimal. The reason is partly due to the inefficiency of transport protocols deployed inside datacenters. Existing transport protocols are either not capable of utilizing multiple paths offered by datacenter topologies, e.g., Datacenter TCP (DCTCP) or unsuitable for latency-sensitive applications, e.g., Multipath TCP (MPTCP), due to the employed congestion detection schemes. To address this problem, we have designed a coupled multipath congestion control algorithm called Multipath Datacenter TCP (MDTCP). MDTCP builds upon MPTCP and uses Explicit Congestion Notification (ECN) signals to detect and react to congestion before queues overflow as in DCTCP, offering both reduced latency and higher network utilization. The MDTCP congestion control has been implemented in the Linux kernel and in a packet- level network simulator. We evaluate MDTCP’s performance extensively both in a programmable datacenter network testbed andin large-scale simulations. The obtained results show that MDTCP outperforms DCTCP by reducing the average Flow Completion Time (FCT) by more than 1.6× at high load, and achieves similar performance as DCTCP at moderate network load. Moreover, it outperforms MPTCP by always achieving a lower average FCT. MDTCP also improves network utilization by 7% and 12% compared to MPTCP and DCTCP, respectively.

HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
URN: urn:nbn:se:kau:diva-80323OAI: oai:DiVA.org:kau-80323DiVA, id: diva2:1469812
Tilgjengelig fra: 2020-09-22 Laget: 2020-09-22 Sist oppdatert: 2025-10-17bibliografisk kontrollert
Inngår i avhandling
1. Low Latency Communication in Virtualized and Multipath Networks
Åpne denne publikasjonen i ny fane eller vindu >>Low Latency Communication in Virtualized and Multipath Networks
2020 (engelsk)Doktoravhandling, med artikler (Annet vitenskapelig)
Abstract [en]

The demand from customers for high-quality and customized network services has increased. Telecom service providers have adopted a Network Functions Virtualization (NFV) based service delivery model, in response to the unprecedented traffic growth and increasing customer demand. However, in virtualized systems, achieving carrier-grade network performance such as low latency to guarantee the quality of experience (QoE) of customers is challenging. Moreover, queuing delays that may occur both in the datacenter networks and the IP network infrastructure inhibit the deployment of emerging low-latency services.

In this thesis, we focus on addressing the problem of network latency. We study the delay overhead of virtualization by comprehensive network performance measurements and analysis, in a controlled virtualized environment. The study of virtualization delay provides a break-down of the latency imposed by the virtualization and the impact of the consolidation of virtualized applications of different workloads on the end-to-end latency. On the basis of our study, we developed an optimization model for the placement and provisioning of virtualized telecom applications subject to both the latency and cost-efficiency requirements.

To mitigate network latency that results from queuing delays as well as to improve multipath network capacity utilization of a datacenter network, we propose a multipath congestion control, Multipath Datacenter TCP (MDTCP), that leverages Explicit Congestion Notification (ECN) to detect and react to queuing delays caused by incipient congestion. Furthermore, we extend MDTCP with the Low Latency Low Loss and Scalable Throughput (L4S) Internet service architecture support so that it can also be used in the Internet. This ensures the low-latency demand of delay-sensitive applications and improves QoE of Internet users by exploiting the multi-access or multi-connectivity technologies of user devices.

Abstract [en]

The demand for high-quality network services has increased. Telecom service providers have adopted the NFV-based service delivery model, in response to the unprecedented traffic growth and increasing customer demand. In virtualized systems, achieving carrier-grade network performance such as low latency to guarantee the QoE of customers is challenging. Moreover, queuing delays that may occur both in the datacenter and IP networks inhibit the deployment of low-latency services.

This thesis addresses the problem of network latency. We study the delay overhead of virtualization by comprehensive network performance measurements and obtain the break-down of the latency imposed by the virtualization and the impact of the consolidation of virtualized applications of different workloads on the end-to-end latency. Then, we developed an optimization model for the placement and provisioning of virtualized telecom applications subject to both the latency and cost-efficiency requirements.

To mitigate queuing delays and improve multipath network capacity utilization of a datacenter network, we propose MDTCP that leverages ECN to detect and react to queuing delays caused by incipient congestion. We extend MDTCP with the L4S architecture support so that it can also be used in the Internet. This ensures the demand of delay-sensitive applications and improves QoE of Internet users by exploiting the multi-access or multi-connectivity technologies of user devices.

sted, utgiver, år, opplag, sider
Karlstad: Karlstads universitet, 2020. s. 44
Serie
Karlstad University Studies, ISSN 1403-8099 ; 2020:31
Emneord
Latency, Virtualization, Cloud computing, NFV, DCTCP, MPTCP, L4S, Network measurement, Performance evaluation, Queuing
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
urn:nbn:se:kau:diva-80321 (URN)978-91-7867-152-6 (ISBN)978-91-7867-156-4 (ISBN)
Disputas
2020-11-04, 21A 342, Eva Eriksson, Karlstad, 09:00 (engelsk)
Opponent
Veileder
Prosjekter
HITS
Forskningsfinansiär
Knowledge Foundation, 4707
Tilgjengelig fra: 2020-10-15 Laget: 2020-09-22 Sist oppdatert: 2025-10-17bibliografisk kontrollert

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