A comprehensive study of the role of cloud computing on the information technology infrastructure library (ITIL) processes
D Wang, D Zhong, L Li - Library Hi Tech, 2022 - emerald.com
Purpose Information technology infrastructure library (ITIL) is a commonly utilized IT service
management execution technique that helps IT services to be planned, designed, selected …
management execution technique that helps IT services to be planned, designed, selected …
Bamboo: Making preemptible instances resilient for affordable training of large {DNNs}
DNN models across many domains continue to grow in size, resulting in high resource
requirements for effective training, and unpalatable (and often unaffordable) costs for …
requirements for effective training, and unpalatable (and often unaffordable) costs for …
Cocktail: A multidimensional optimization for model serving in cloud
With a growing demand for adopting ML models for a variety of application services, it is vital
that the frameworks serving these models are capable of delivering highly accurate …
that the frameworks serving these models are capable of delivering highly accurate …
Fifer: Tackling resource underutilization in the serverless era
JR Gunasekaran, P Thinakaran… - Proceedings of the 21st …, 2020 - dl.acm.org
Datacenters are witnessing a rapid surge in the adoption of serverless functions for
microservices-based applications. A vast majority of these microservices typically span less …
microservices-based applications. A vast majority of these microservices typically span less …
HotSpot: automated server hopping in cloud spot markets
Cloud spot markets offer virtual machines (VMs) for a dynamic price that is much lower than
the fixed price of on-demand VMs. In exchange, spot VMs expose applications to multiple …
the fixed price of on-demand VMs. In exchange, spot VMs expose applications to multiple …
Tributary: spot-dancing for elastic services with latency {SLOs}
The Tributary elastic control system embraces the uncertain nature of transient cloud
resources, such as AWS spot instances, to manage elastic services with latency SLOs more …
resources, such as AWS spot instances, to manage elastic services with latency SLOs more …
A study of LoRa coverage: Range evaluation and channel attenuation model
Low Power Wide Area Network (LPWAN) are nowadays taking a prominent place in
Machine To Machine/Internet of Things domain. LoRa outdoor performance within Dakar …
Machine To Machine/Internet of Things domain. LoRa outdoor performance within Dakar …
Spotlake: Diverse spot instance dataset archive service
Public cloud service vendors provide a surplus of computing resources at a cheaper price as
a spot instance. Despite the cheaper price, the spot instance can be forced to be shutdown …
a spot instance. Despite the cheaper price, the spot instance can be forced to be shutdown …
Resource deflation: A new approach for transient resource reclamation
Data centers and clouds are increasingly offering low-cost computational resources in the
form of transient virtual machines. Whenever demand for computational resources exceeds …
form of transient virtual machines. Whenever demand for computational resources exceeds …
Characterizing and modeling distributed training with transient cloud GPU servers
Cloud GPU servers have become the de facto way for deep learning practitioners to train
complex models on large-scale datasets. However, it is challenging to determine the …
complex models on large-scale datasets. However, it is challenging to determine the …