Adam Barker

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 56

Top Venues

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Guoliang He, Gingfung Yeung, Sheriffo Ceesay, Adam Barker
vPALs: Towards Verified Performance-aware Learning System For Resource Management. CoRR (2024)
Luke Nicholas Darlow, Qiwen Deng, Ahmed Hassan, Martin Asenov, Rajkarn Singh, Artjom Joosen, Adam Barker, Amos J. Storkey
DAM: Towards A Foundation Model for Time Series Forecasting. CoRR (2024)
Luke Nicholas Darlow, Qiwen Deng, Ahmed Hassan, Martin Asenov, Rajkarn Singh, Artjom Joosen, Adam Barker, Amos J. Storkey
DAM: Towards a Foundation Model for Forecasting. ICLR (2024)
Luke Nicholas Darlow, Artjom Joosen, Martin Asenov, Qiwen Deng, Jianfeng Wang, Adam Barker
FoldFormer: sequence folding and seasonal attention for fine-grained long-term FaaS forecasting. EuroMLSys@EuroSys (2023)
Pablo C. Cañizares, Alberto Núñez, Adrian Bernal, María-Emilia Cambronero, Adam Barker
Simcan2Cloud: a discrete-event-based simulator for modelling and simulating cloud computing infrastructures. J. Cloud Comput. 12 (1) (2023)
Martin Asenov, Qiwen Deng, Gingfung Yeung, Adam Barker
Learning to Score: Tuning Cluster Schedulers through Reinforcement Learning. IC2E (2023)
Artjom Joosen, Ahmed Hassan, Martin Asenov, Rajkarn Singh, Luke Nicholas Darlow, Jianfeng Wang, Adam Barker
How Does It Function? Characterizing Long-term Trends in Production Serverless Workloads. CoRR (2023)
Luke Nicholas Darlow, Artjom Joosen, Martin Asenov, Qiwen Deng, Jianfeng Wang, Adam Barker
TSMix: time series data augmentation by mixing sources. EuroMLSys@EuroSys (2023)
Artjom Joosen, Ahmed Hassan, Martin Asenov, Rajkarn Singh, Luke Nicholas Darlow, Jianfeng Wang, Adam Barker
How Does It Function?: Characterizing Long-term Trends in Production Serverless Workloads. SoCC (2023)
Adam Barker, Martin Swany
Distributed Cooperative Reinforcement Learning for Wireless Sensor Network Routing. WCNC (2022)
Sheriffo Ceesay, Yuhui Lin, Adam Barker
Benchmarking and Performance Modelling of Dataflow with Cycles. BDCAT (2021)
Sheriffo Ceesay, Yuhui Lin, Adam Barker
Adaptive brokerage framework for the cloud with functional testing. UCC Companion (2021)
Chalee Boonprasop, Yuhui Lin, Adam Barker
A Risk-taking Broker Model to Optimise User Requests placement on On-demand and Contract VMs. CoRR (2021)
Muhammad Tirmazi, Adam Barker, Nan Deng, Md E. Haque, Zhijing Gene Qin, Steven Hand, Mor Harchol-Balter, John Wilkes
Borg: the next generation. EuroSys (2020)
Yuhui Lin, Adam Barker, John Thomson
Modelling VM Latent Characteristics and Predicting Application Performance using Semi-supervised Non-negative Matrix Factorization. CLOUD (2020)
Sheriffo Ceesay, Adam Barker, Yuhui Lin
Benchmarking and Performance Modelling of MapReduce Communication Pattern. CoRR (2020)
Yuhui Lin, Jack Briggs, Adam Barker
FIFE: an Infrastructure-as-Code Based Framework for Evaluating VM Instances from Multiple Clouds. UCC (2020)
Yuhui Lin, Adam Barker, Sheriffo Ceesay
Exploring Characteristics of Inter-cluster Machines and Cloud Applications on Google Clusters. IEEE BigData (2020)
Adam Barker, Martin Swany
Energy Aware Routing with Computational Offloading for Wireless Sensor Networks. CoRR (2020)
Sheriffo Ceesay, Yuhui Lin, Adam Barker
A Survey: Benchmarking and Performance Modelling of Data Intensive Applications. BDCAT (2020)
Abdessalam Elhabbash, Yehia Elkhatib, Gordon S. Blair, Yuhui Lin, Adam Barker, John Thomson
Envisioning SLO-driven Service Selection in Multi-cloud Applications. UCC Companion (2019)
Abdessalam Elhabbash, Yehia Elkhatib, Gordon S. Blair, Yuhui Lin, Adam Barker
A Framework for SLO-driven Cloud Specification and Brokerage. CCGRID (2019)
Blesson Varghese, Philipp Leitner, Suprio Ray, Kyle Chard, Adam Barker, Yehia Elkhatib, Herry Herry, Cheol-Ho Hong, Jeremy Singer, Fung Po Tso, Eiko Yoneki, Mohamed Faten Zhani
Cloud Futurology. Computer 52 (9) (2019)
Blesson Varghese, Ozgur Akgun, Ian Miguel, Long Thai, Adam Barker
Cloud Benchmarking for Maximising Performance of Scientific Applications. IEEE Trans. Cloud Comput. 7 (1) (2019)
Sheriffo Ceesay, Adam Barker, Yuhui Lin
Benchmarking and Performance Modelling of MapReduce Communication Pattern. CloudCom (2019)
Blesson Varghese, Philipp Leitner, Suprio Ray, Kyle Chard, Adam Barker, Yehia Elkhatib, Herry Herry, Cheol-Ho Hong, Jeremy Singer, Fung Po Tso, Eiko Yoneki, Mohamed Faten Zhani
Cloud Futurology. CoRR (2019)
Dawand Sulaiman, Adam Barker
MAMoC-Android: Multisite Adaptive Computation Offloading for Android Applications. MobileCloud (2019)
Nnamdi Ekwe-Ekwe, Adam Barker
Location, Location, Location: Exploring Amazon EC2 Spot Instance Pricing Across Geographical Regions. CCGrid (2018)
Long Thai, Blesson Varghese, Adam Barker
A survey and taxonomy of resource optimisation for executing bag-of-task applications on public clouds. Future Gener. Comput. Syst. 82 (2018)
Adam Barker
An academic's observations from a sabbatical at Google. Commun. ACM 61 (9) (2018)
Adam Barker
An Academic's Observations from a Sabbatical at Google. CoRR (2018)
Chalee Boonprasop, Adam Barker
Simplified Cloud Instance Selection. CrossCloud@EuroSys (2018)
Nnamdi Ekwe-Ekwe, Adam Barker
Location, Location, Location: Exploring Amazon EC2 Spot Instance Pricing Across Geographical Regions - Extended Version. CoRR (2018)
Sheriffo Ceesay, Adam Barker, Blesson Varghese
Plug and play bench: Simplifying big data benchmarking using containers. IEEE BigData (2017)
Ole Weidner, Malcolm P. Atkinson, Adam Barker, Rosa Filgueira
Rethinking High Performance Computing Platforms: Challenges, Opportunities and Recommendations. CoRR (2017)
Uchechukwu Awada, Adam Barker
Improving Resource Efficiency of Container-instance Clusters on Clouds. CCGrid (2017)
Ole Weidner, Adam Barker, Malcolm P. Atkinson
Seastar: A Comprehensive Framework for Telemetry Data in HPC Environments. ROSS@HPDC (2017)
Dawand Sulaiman, Adam Barker
MAMoC: Multisite Adaptive Offloading Framework for Mobile Cloud Applications. CoRR (2017)
Uchechukwu Awada, Adam Barker
Resource efficiency in container-instance clusters. ICC (2017)
Sheriffo Ceesay, Adam Barker, Blesson Varghese
Plug and Play Bench: Simplifying Big Data Benchmarking Using Containers. CoRR (2017)
Dawand Sulaiman, Adam Barker
MAMoC: Multisite Adaptive Offloading Framework for Mobile Cloud Applications. CloudCom (2017)
Long Thai, Blesson Varghese, Adam Barker
A Survey and Taxonomy of Resource Optimisation for Executing Bag-of-Task Applications on Public Clouds. CoRR (2017)
Ole Weidner, Malcolm P. Atkinson, Adam Barker
Towards a Comprehensive Framework for Telemetry Data in HPC Environments. CoRR (2017)
Paolo Pareti, Ewan Klein, Adam Barker
Linking Data, Services and Human Know-How. ESWC (2016)
Dawand Sulaiman, Adam Barker
Task Offloading Engine for Heterogeneous Mobile Clouds. MobiCASE (2016)
Paolo Pareti, Benoit Testu, Ryutaro Ichise, Ewan Klein, Adam Barker
Integrating Know-How into the Linked Data Cloud. CoRR (2016)
Blesson Varghese, Lawan Thamsuhang Subba, Long Thai, Adam Barker
DocLite: A Docker-Based Lightweight Cloud Benchmarking Tool. CCGrid (2016)
Long Thai, Blesson Varghese, Adam Barker
Algorithms for Optimising Heterogeneous Cloud Virtual Machine Clusters. CloudCom (2016)
Ward Jaradat, Alan Dearle, Adam Barker
Towards an autonomous decentralized orchestration system. Concurr. Comput. Pract. Exp. 28 (11) (2016)
Blesson Varghese, Ozgur Akgun, Ian Miguel, Long Thai, Adam Barker
Cloud Benchmarking For Maximising Performance of Scientific Applications. CoRR (2016)
Blesson Varghese, Lawan Thamsuhang Subba, Long Thai, Adam Barker
Container-Based Cloud Virtual Machine Benchmarking. IC2E (2016)
Blesson Varghese, Lawan Thamsuhang Subba, Long Thai, Adam Barker
Container-Based Cloud Virtual Machine Benchmarking. CoRR (2016)
Ole Weidner, Malcolm P. Atkinson, Adam Barker, Rosa Filgueira Vicente
Rethinking High Performance Computing Platforms: Challenges, Opportunities and Recommendations. DIDC@HPDC (2016)
Long Thai, Blesson Varghese, Adam Barker
Minimising the Execution of Unknown Bag-of-Task Jobs with Deadlines on the Cloud. DIDC@HPDC (2016)
Paolo Pareti, Ewan Klein, Adam Barker
A Linked Data Scalability Challenge: Concept Reuse Leads to Semantic Decay. CoRR (2016)
Blesson Varghese, Lawan Thamsuhang Subba, Long Thai, Adam Barker
DocLite: A Docker-Based Lightweight Cloud Benchmarking Tool. CoRR (2016)
Long Thai, Blesson Varghese, Adam Barker
Budget Constrained Execution of Multiple Bag-of-Tasks Applications on the Cloud. CLOUD (2015)
Blesson Varghese, Ishan Patel, Adam Barker
RBioCloud: A Light-Weight Framework for Bioconductor and R-based Jobs on the Cloud. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (4) (2015)
Chris Schneider, Adam Barker, Simon Dobson
Evaluating Unsupervised Fault Detection in Self-Healing Systems Using Stochastic Primitives. EAI Endorsed Trans. Self Adapt. Syst. 1 (1) (2015)
Long Thai, Blesson Varghese, Adam Barker
Executing Bag of Distributed Tasks on Virtually Unlimited Cloud Resources. CLOSER (2015)
Chris Schneider, Adam Barker, Simon Dobson
Autonomous Fault Detection in Self-Healing Systems using Restricted Boltzmann Machines. CoRR (2015)
James Wetter, Ozgur Akgun, Adam Barker, Martin Dominik, Ian Miguel, Blesson Varghese
Cloud-based E-Infrastructure for Scheduling Astronomical Observations. e-Science (2015)
Gary A. McGilvary, Adam Barker, Malcolm P. Atkinson
Ad Hoc Cloud Computing. CLOUD (2015)
Long Thai, Blesson Varghese, Adam Barker
Executing Bag of Distributed Tasks on Virtually Unlimited Cloud Resources. CoRR (2015)
Adam Barker, Blesson Varghese, Long Thai
Cloud Services Brokerage: A Survey and Research Roadmap. CoRR (2015)
Paolo Pareti, Ewan Klein, Adam Barker
A Linked Data Scalability Challenge: Concept Reuse Leads to Semantic Decay. WebSci (2015)
Long Thai, Blesson Varghese, Adam Barker
Budget Constrained Execution of Multiple Bag-of-Tasks Applications on the Cloud. CoRR (2015)
Adam Barker, Blesson Varghese, Long Thai
Cloud Services Brokerage: A Survey and Research Roadmap. CLOUD (2015)
Jonathan Stuart Ward, Adam Barker
Cloud cover: monitoring large-scale clouds with Varanus. J. Cloud Comput. 4 (2015)
Chris Schneider, Adam Barker, Simon A. Dobson
A survey of self-healing systems frameworks. Softw. Pract. Exp. 45 (10) (2015)
Long Thai, Blesson Varghese, Adam Barker
Task Scheduling on the Cloud with Hard Constraints. CoRR (2015)
Gary Andrew McGilvary, Adam Barker, Malcolm P. Atkinson
Ad hoc Cloud Computing. CoRR (2015)
Long Thai, Blesson Varghese, Adam Barker
Task Scheduling on the Cloud with Hard Constraints. SERVICES (2015)
Paolo Pareti, Benoit Testu, Ryutaro Ichise, Ewan Klein, Adam Barker
A Linked Data Approach to Know-How. EKAW (Satellite Events) (2014)
Paolo Pareti, Benoit Testu, Ryutaro Ichise, Ewan Klein, Adam Barker
Integrating Know-How into the Linked Data Cloud. EKAW (2014)
Long Thai, Blesson Varghese, Adam Barker
Executing Bag of Distributed Tasks on the Cloud: Investigating the Trade-offs Between Performance and Cost. CoRR (2014)
Long Thai, Adam Barker, Blesson Varghese, Ozgur Akgun, Ian Miguel
Optimal Deployment of Geographically Distributed Workflow Engines on the Cloud. CloudCom (2014)
Paolo Pareti, Ewan Klein, Adam Barker
A semantic web of know-how: linked data for community-centric tasks. WWW (Companion Volume) (2014)
Muhammed Asif Saleem, Blesson Varghese, Adam Barker
BigExcel: A web-based framework for exploring big data in social sciences. IEEE BigData (2014)
Ward Jaradat, Alan Dearle, Adam Barker
Workflow Partitioning and Deployment on the Cloud Using Orchestra. UCC (2014)
Michael Luckeneder, Adam Barker
Uncovering the Perfect Place: Optimising Workflow Engine Deployment in the Cloud. CoRR (2014)
Long Thai, Blesson Varghese, Adam Barker
Executing Bag of Distributed Tasks on the Cloud: Investigating the Trade-Offs between Performance and Cost. CloudCom (2014)
Adam Barker, Blesson Varghese, Jonathan Stuart Ward, Ian Sommerville
Academic Cloud Computing Research: Five Pitfalls and Five Opportunities. HotCloud (2014)
Paolo Pareti, Ewan Klein, Adam Barker
A Semantic Web of Know-How: Linked Data for Community-Centric Tasks. CoRR (2014)
Blesson Varghese, Adam Barker
Are Clouds Ready to Accelerate Ad hoc Financial Simulations? CoRR (2014)
Blesson Varghese, Adam Barker
Are Clouds Ready to Accelerate Ad Hoc Financial Simulations? BDC (2014)
Jonathan Stuart Ward, Adam Barker
Observing the clouds: a survey and taxonomy of cloud monitoring. J. Cloud Comput. 3 (2014)
Muhammed Asif Saleem, Blesson Varghese, Adam Barker
BigExcel: A Web-Based Framework for Exploring Big Data in Social Sciences. CoRR (2014)
Ward Jaradat, Alan Dearle, Adam Barker
Workflow Partitioning and Deployment on the Cloud using Orchestra. CoRR (2014)
Jonathan Stuart Ward, Adam Barker
Self managing monitoring for highly elastic large scale cloud deployments. DICT@HPDC (2014)
Adam Barker, Blesson Varghese, Jonathan Stuart Ward, Ian Sommerville
Academic Cloud Computing Research: Five Pitfalls and Five Opportunities. CoRR (2014)
Blesson Varghese, Ozgur Akgun, Ian Miguel, Long Thai, Adam Barker
Cloud Benchmarking for Performance. CoRR (2014)
Blesson Varghese, Ozgur Akgun, Ian Miguel, Long Thai, Adam Barker
Cloud Benchmarking for Performance. CloudCom (2014)
Long Thai, Adam Barker, Blesson Varghese, Ozgur Akgun, Ian Miguel
Optimal Deployment of Geographically Distributed Workflow Engines on the Cloud. CoRR (2014)
Michael Luckeneder, Adam Barker
Location, Location, Location: Data-Intensive Distributed Computing in the Cloud. CloudCom (1) (2013)
Jonathan Stuart Ward, Adam Barker
Undefined By Data: A Survey of Big Data Definitions. CoRR (2013)
Gary A. McGilvary, Adam Barker, Ashley D. Lloyd, Malcolm P. Atkinson
V-BOINC: The Virtualization of BOINC. CCGRID (2013)
Jonathan Stuart Ward, Adam Barker
Varanus: In Situ Monitoring for Large Scale Cloud Systems. CloudCom (2) (2013)
Gary A. McGilvary, Adam Barker, Ashley D. Lloyd, Malcolm P. Atkinson
V-BOINC: The Virtualization of BOINC. CoRR (2013)
Jonathan Stuart Ward, Adam Barker
A Cloud Computing Survey: Developments and Future Trends in Infrastructure as a Service Computing. CoRR (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Adam Barker