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 …

A survey on data center networking (DCN): Infrastructure and operations

W Xia, P Zhao, Y Wen, H Xie - IEEE communications surveys & …, 2016 - ieeexplore.ieee.org
Data centers (DCs), owing to the exponential growth of Internet services, have emerged as
an irreplaceable and crucial infrastructure to power this ever-growing trend. A DC typically …

Jupiter evolving: transforming google's datacenter network via optical circuit switches and software-defined networking

L Poutievski, O Mashayekhi, J Ong, A Singh… - Proceedings of the …, 2022 - dl.acm.org
We present a decade of evolution and production experience with Jupiter datacenter
network fabrics. In this period Jupiter has delivered 5x higher speed and capacity, 30 …

Sirius: A flat datacenter network with nanosecond optical switching

H Ballani, P Costa, R Behrendt, D Cletheroe… - Proceedings of the …, 2020 - dl.acm.org
The increasing gap between the growth of datacenter traffic and electrical switch capacity is
expected to worsen due to the slowdown of Moore's law, motivating the need for a new …

Learning detailed face reconstruction from a single image

E Richardson, M Sela, R Or-El… - Proceedings of the …, 2017 - openaccess.thecvf.com
Reconstructing the detailed geometric structure of a face from a given image is a key to
many computer vision and graphics applications, such as motion capture and reenactment …

Projector: Agile reconfigurable data center interconnect

M Ghobadi, R Mahajan, A Phanishayee… - Proceedings of the …, 2016 - dl.acm.org
We explore a novel, free-space optics based approach for building data center
interconnects. It uses a digital micromirror device (DMD) and mirror assembly combination …

Firefly: A reconfigurable wireless data center fabric using free-space optics

N Hamedazimi, Z Qazi, H Gupta, V Sekar… - Proceedings of the …, 2014 - dl.acm.org
Conventional static datacenter (DC) network designs offer extreme cost vs. performance
tradeoffs---simple leaf-spine networks are cost-effective but oversubscribed, while" fat tree" …

Integrating microsecond circuit switching into the data center

G Porter, R Strong, N Farrington, A Forencich… - ACM SIGCOMM …, 2013 - dl.acm.org
Recent proposals have employed optical circuit switching (OCS) to reduce the cost of data
center networks. However, the relatively slow switching times (10--100 ms) assumed by …

SiP-ML: high-bandwidth optical network interconnects for machine learning training

M Khani, M Ghobadi, M Alizadeh, Z Zhu… - Proceedings of the …, 2021 - dl.acm.org
This paper proposes optical network interconnects as a key enabler for building high-
bandwidth ML training clusters with strong scaling properties. Our design, called SiP-ML …

Load balancing in data center networks: A survey

J Zhang, FR Yu, S Wang, T Huang… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Data center networks usually employ the scale-out model to provide high bisection
bandwidth for applications. A large amount of data is required to be transferred frequently …