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 …

Bamboo: Making preemptible instances resilient for affordable training of large {DNNs}

J Thorpe, P Zhao, J Eyolfson, Y Qiao, Z Jia… - … USENIX Symposium on …, 2023 - usenix.org
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 …

Cocktail: A multidimensional optimization for model serving in cloud

JR Gunasekaran, CS Mishra, P Thinakaran… - … USENIX Symposium on …, 2022 - usenix.org
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 …

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 …

HotSpot: automated server hopping in cloud spot markets

S Shastri, D Irwin - Proceedings of the 2017 Symposium on Cloud …, 2017 - dl.acm.org
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 …

Tributary: spot-dancing for elastic services with latency {SLOs}

A Harlap, A Chung, A Tumanov, GR Ganger… - 2018 USENIX Annual …, 2018 - usenix.org
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 …

A study of LoRa coverage: Range evaluation and channel attenuation model

MR Seye, B Ngom, B Gueye… - 2018 1st International …, 2018 - ieeexplore.ieee.org
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 …

Spotlake: Diverse spot instance dataset archive service

S Lee, J Hwang, K Lee - 2022 IEEE International Symposium …, 2022 - ieeexplore.ieee.org
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 …

Resource deflation: A new approach for transient resource reclamation

P Sharma, A Ali-Eldin, P Shenoy - Proceedings of the Fourteenth …, 2019 - dl.acm.org
Data centers and clouds are increasingly offering low-cost computational resources in the
form of transient virtual machines. Whenever demand for computational resources exceeds …

Characterizing and modeling distributed training with transient cloud GPU servers

S Li, RJ Walls, T Guo - 2020 IEEE 40th International …, 2020 - ieeexplore.ieee.org
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 …