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20092024
most citedUndefined By Data: A Survey of Big Data Definitions

356 citations · 738 across the 43 of their papers we have counts for

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36 papers · 1 filter

cs.DC2024

vPALs: Towards Verified Performance-aware Learning System For Resource Management

Guoliang He, Gingfung Yeung, Sheriffo Ceesay +1

Accurately predicting task performance at runtime in a cluster is advantageous for a resource management system to determine whether a task should be migrated due to performance de…

cs.DC2021★ 2 cited

A Risk-taking Broker Model to Optimise User Requests placement on On-demand and Contract VMs

Chalee Boonprasop, Yuhui Lin, Adam Barker

Cloud providers offer end-users various pricing schemes to allow them to tailor VMs to their needs, e.g., a pay-as-you-go billing scheme, called \textit{on-demand}, and a discounte…

cs.DC2020★ 4 cited

Benchmarking and Performance Modelling of MapReduce Communication Pattern

Sheriffo Ceesay, Adam Barker, Yuhui Lin

Understanding and predicting the performance of big data applications running in the cloud or on-premises could help minimise the overall cost of operations and provide opportuniti…

cs.DC2019

Cloud Futurology

Blesson Varghese, Philipp Leitner, Suprio Ray +9

The Cloud has become integral to most Internet-based applications and user gadgets. This article provides a brief history of the Cloud and presents a researcher's view of the prosp…

cs.DC2018★ 2 cited

Location, Location, Location: Exploring Amazon EC2 Spot Instance Pricing Across Geographical Regions - Extended Version

Nnamdi Ekwe-Ekwe, Adam Barker

Cloud computing is becoming an almost ubiquitous part of the computing landscape. For many companies today, moving their entire infrastructure and workloads to the cloud reduces co…

cs.DC2017

Plug and Play Bench: Simplifying Big Data Benchmarking Using Containers

Sheriffo Ceesay, Adam Barker, Blesson Varghese

The recent boom of big data, coupled with the challenges of its processing and storage gave rise to the development of distributed data processing and storage paradigms like MapRed…