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Journal ArticleDOI

VL2: a scalable and flexible data center network

TLDR
VL2 is a practical network architecture that scales to support huge data centers with uniform high capacity between servers, performance isolation between services, and Ethernet layer-2 semantics and can be deployed today, and a working prototype is built.
Abstract
To be agile and cost effective, data centers must allow dynamic resource allocation across large server pools. In particular, the data center network should provide a simple flat abstraction: it should be able to take any set of servers anywhere in the data center and give them the illusion that they are plugged into a physically separate, noninterfering Ethernet switch with as many ports as the service needs. To meet this goal, we present VL2, a practical network architecture that scales to support huge data centers with uniform high capacity between servers, performance isolation between services, and Ethernet layer-2 semantics. VL2 uses (1) flat addressing to allow service instances to be placed anywhere in the network, (2) Valiant Load Balancing to spread traffic uniformly across network paths, and (3) end system--based address resolution to scale to large server pools without introducing complexity to the network control plane. VL2's design is driven by detailed measurements of traffic and fault data from a large operational cloud service provider. VL2's implementation leverages proven network technologies, already available at low cost in high-speed hardware implementations, to build a scalable and reliable network architecture. As a result, VL2 networks can be deployed today, and we have built a working prototype. We evaluate the merits of the VL2 design using measurement, analysis, and experiments. Our VL2 prototype shuffles 2.7 TB of data among 75 servers in 395 s---sustaining a rate that is 94% of the maximum possible.

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Citations
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Dissertation

Load balancing and rate limiting based algorithms for improving cloud computing performance

Joseph Doyle
TL;DR: This dissertation begins by examining methods which cloud operators can use to control bandwidth utilisation to ensure high utilisation, and proposes an algorithm which uses Voronoi partitions to minimise a function which encompases the electricity cost, carbon emissions and average service request time.
Book ChapterDOI

A Universal Distributed Indexing Scheme for Data Centers with Tree-Like Topologies

TL;DR: The universal indexing scheme provides a general approach for secondary index on data centers with tree-like topologies and many techniques and conclusions can be applied to other DCN topologies.
Posted Content

A3: An Automatic Topology-Aware Malfunction Detection and Fixation System in Data Center Networks

TL;DR: A3, an automatic topology-aware malfunction detection and fixation system, is designed and implemented and demonstrates that for less than k/2 undirected link malfunctions, A3 is 100% accurate for Malfunction detection and provides the minimum fixation result.
Journal ArticleDOI

Scaling-up versus scaling-out networking in data centers: a comparative robustness analysis

TL;DR: Despite the previous work that only evaluated the DCN robustness under topological changes, the robustness and fault tolerance against three types of unexpected changes in topology, traffic, and COI are evaluated in the present work.
Proceedings ArticleDOI

NetDEO: automating network design, evolution, and optimization

TL;DR: This work designs a topology independent resource allocation and optimization approach, NetDEO, based on a swarm intelligence optimization model that improves the scalability of the DCN by relocating virtual machines (VMs) and matching resource demand and availability.
References
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Journal ArticleDOI

MapReduce: simplified data processing on large clusters

TL;DR: This paper presents the implementation of MapReduce, a programming model and an associated implementation for processing and generating large data sets that runs on a large cluster of commodity machines and is highly scalable.
Journal ArticleDOI

A scalable, commodity data center network architecture

TL;DR: This paper shows how to leverage largely commodity Ethernet switches to support the full aggregate bandwidth of clusters consisting of tens of thousands of elements and argues that appropriately architected and interconnected commodity switches may deliver more performance at less cost than available from today's higher-end solutions.
Book

Principles and Practices of Interconnection Networks

TL;DR: This book offers a detailed and comprehensive presentation of the basic principles of interconnection network design, clearly illustrating them with numerous examples, chapter exercises, and case studies, allowing a designer to see all the steps of the process from abstract design to concrete implementation.
Journal ArticleDOI

The part-time parliament

TL;DR: The Paxon parliament's protocol provides a new way of implementing the state machine approach to the design of distributed systems.
Proceedings Article

The Art of Computer Systems Performance Analysis.

Raj Jain
TL;DR: The authors' goal is always to offer you an assortment of cost-free ebooks too as aid resolve your troubles.
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