Virtualization efficiently manages the ever-increasing demand for storage, computing, and
networking resources in large-scale Cloud Data Centers. Virtualization attains multifarious …

This paper formulates a new multi-objective virtual machine placement (VMP) problem,
which is a challenging task in cloud datacenters (DCs). In cloud environment, there are two …

Data centers are experiencing a remarkable growth in the number of interconnected servers.
Being one of the foremost data center design concerns, network infrastructure plays a pivotal …

Data centers being an architectural and functional block of cloud computing are integral to
the Information and Communication Technology (ICT) sector. Cloud computing is rigorously …

The data center network (DCN), which is an important component of data centers, consists of
a large number of hosted servers and switches connected with high speed communication …

Energy consumption of the Information and Communication Technology (ICT) sector has
grown exponentially in recent years. A major component of the today's ICT is constituted by …

Cloud data center hosting many composite applications of multiple tenants consumes a
massive amount of energy. Develo** energy efficient mechanisms for data center …

Bulk synchronous parallel (BSP) is the de-facto paradigm for distributed DNN training in
today's production clusters. However, due to the global synchronization nature, its …

A data center is a facility for housing computational and storage systems interconnected
through a communication network called data center network (DCN). Due to a tremendous …

Finding the best VM configuration is key to achieve lower cost and higher throughput, two
primary concerns in cloud-based distributed neural network (NN) training today. Optimal VM …