A manifesto for future generation cloud computing: Research directions for the next decade

R Buyya, SN Srirama, G Casale, R Calheiros… - ACM computing …, 2018 - dl.acm.org
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 …

A survey on network methodologies for real-time analytics of massive IoT data and open research issues

S Verma, Y Kawamoto, ZM Fadlullah… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
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 …

Inside the social network's (datacenter) network

A Roy, H Zeng, J Bagga, G Porter… - Proceedings of the 2015 …, 2015 - dl.acm.org
Large cloud service providers have invested in increasingly larger datacenters to house the
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

A Singh, J Ong, A Agarwal, G Anderson… - ACM SIGCOMM …, 2015 - dl.acm.org
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 …

RDMA over commodity ethernet at scale

C Guo, H Wu, Z Deng, G Soni, J Ye, J Padhye… - Proceedings of the …, 2016 - dl.acm.org
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 …

Re-architecting datacenter networks and stacks for low latency and high performance

M Handley, C Raiciu, A Agache, A Voinescu… - Proceedings of the …, 2017 - dl.acm.org
Modern datacenter networks provide very high capacity via redundant Clos topologies and
low switch latency, but transport protocols rarely deliver matching performance. We present …

Big data: A survey

M Chen, S Mao, Y Liu - Mobile networks and applications, 2014 - Springer
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 …

Toward scalable systems for big data analytics: A technology tutorial

H Hu, Y Wen, TS Chua, X Li - IEEE access, 2014 - ieeexplore.ieee.org
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 …

Hula: Scalable load balancing using programmable data planes

N Katta, M Hira, C Kim, A Sivaraman… - Proceedings of the …, 2016 - dl.acm.org
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 …

Trends in big data analytics

K Kambatla, G Kollias, V Kumar, A Grama - Journal of parallel and …, 2014 - Elsevier
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 …