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 …
A survey on data center networking (DCN): Infrastructure and operations
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 …
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
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 …
network fabrics. In this period Jupiter has delivered 5x higher speed and capacity, 30 …
Sirius: A flat datacenter network with nanosecond optical switching
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 …
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
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 …
many computer vision and graphics applications, such as motion capture and reenactment …
Projector: Agile reconfigurable data center interconnect
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 …
interconnects. It uses a digital micromirror device (DMD) and mirror assembly combination …
Firefly: A reconfigurable wireless data center fabric using free-space optics
Conventional static datacenter (DC) network designs offer extreme cost vs. performance
tradeoffs---simple leaf-spine networks are cost-effective but oversubscribed, while" fat tree" …
tradeoffs---simple leaf-spine networks are cost-effective but oversubscribed, while" fat tree" …
Integrating microsecond circuit switching into the data center
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 …
center networks. However, the relatively slow switching times (10--100 ms) assumed by …
Conditional gradient methods
G Braun, A Carderera, CW Combettes… - arxiv preprint arxiv …, 2022 - arxiv.org
The purpose of this survey is to serve both as a gentle introduction and a coherent overview
of state-of-the-art Frank--Wolfe algorithms, also called conditional gradient algorithms, for …
of state-of-the-art Frank--Wolfe algorithms, also called conditional gradient algorithms, for …
SiP-ML: high-bandwidth optical network interconnects for machine learning training
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 …
bandwidth ML training clusters with strong scaling properties. Our design, called SiP-ML …