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A manifesto for future generation cloud computing: Research directions for the next decade
The Cloud computing paradigm has revolutionised the computer science horizon during the
past decade and has enabled the emergence of computing as the fifth utility. It has captured …
past decade and has enabled the emergence of computing as the fifth utility. It has captured …
A survey on network methodologies for real-time analytics of massive IoT data and open research issues
With the widespread adoption of the Internet of Things (IoT), the number of connected
devices is growing at an exponential rate, which is contributing to ever-increasing, massive …
devices is growing at an exponential rate, which is contributing to ever-increasing, massive …
Inside the social network's (datacenter) network
Large cloud service providers have invested in increasingly larger datacenters to house the
computing infrastructure required to support their services. Accordingly, researchers and …
computing infrastructure required to support their services. Accordingly, researchers and …
Jupiter rising: A decade of clos topologies and centralized control in google's datacenter network
We present our approach for overcoming the cost, operational complexity, and limited scale
endemic to datacenter networks a decade ago. Three themes unify the five generations of …
endemic to datacenter networks a decade ago. Three themes unify the five generations of …
RDMA over commodity ethernet at scale
Over the past one and half years, we have been using RDMA over commodity Ethernet
(RoCEv2) to support some of Microsoft's highly-reliable, latency-sensitive services. This …
(RoCEv2) to support some of Microsoft's highly-reliable, latency-sensitive services. This …
Re-architecting datacenter networks and stacks for low latency and high performance
Modern datacenter networks provide very high capacity via redundant Clos topologies and
low switch latency, but transport protocols rarely deliver matching performance. We present …
low switch latency, but transport protocols rarely deliver matching performance. We present …
Big data: A survey
In this paper, we review the background and state-of-the-art of big data. We first introduce
the general background of big data and review related technologies, such as could …
the general background of big data and review related technologies, such as could …
Toward scalable systems for big data analytics: A technology tutorial
Recent technological advancements have led to a deluge of data from distinctive domains
(eg, health care and scientific sensors, user-generated data, Internet and financial …
(eg, health care and scientific sensors, user-generated data, Internet and financial …
Hula: Scalable load balancing using programmable data planes
Datacenter networks employ multi-rooted topologies (eg, Leaf-Spine, Fat-Tree) to provide
large bisection bandwidth. These topologies use a large degree of multipathing, and need a …
large bisection bandwidth. These topologies use a large degree of multipathing, and need a …
Trends in big data analytics
One of the major applications of future generation parallel and distributed systems is in big-
data analytics. Data repositories for such applications currently exceed exabytes and are …
data analytics. Data repositories for such applications currently exceed exabytes and are …