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12th UCC 2019: Auckland, New Zealand

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Kenneth Johnson, Josef Spillner, Dalibor Klusácek, Ashiq Anjum:
Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2019, Auckland, New Zealand, December 2-5, 2019. ACM 2019, ISBN 978-1-4503-6894-0

Session 1: Data Processing

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Jörn Kuhlenkamp, Sebastian Werner, Maria C. Borges, Karim El Tal, Stefan Tai:
An Evaluation of FaaS Platforms as a Foundation for Serverless Big Data Processing. 1-9
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Daniel Rammer, Sangmi Lee Pallickara, Shrideep Pallickara:
ATLAS: A Distributed File System for Spatiotemporal Data. 11-20
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  - conf/ucc/MaltaAB19
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Eva Maia Malta, Sandra Avila, Edson Borin:
Exploring the Cost-benefit of AWS EC2 GPU Instances for Deep Learning Applications. 21-29
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  - conf/ucc/BruhwilerP19
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Kevin Bruhwiler, Shrideep Pallickara:
Aperture: Fast Visualizations Over Spatiotemporal Datasets. 31-40

Session 2: Fog Computing

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Dominic Henze, Paul Schmiedmayer, Bernd Bruegge:
Fog Horizons - A Theoretical Concept to Enable Dynamic Fog Architectures. 41-50
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Lorenzo Civolani, Guillaume Pierre, Paolo Bellavista:
FogDocker: Start Container Now, Fetch Image Later. 51-59
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Md. Redowan Mahmud, Kotagiri Ramamohanarao, Rajkumar Buyya:
Edge Affinity-based Management of Applications in Fog Computing Environments. 61-70
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Samodha Pallewatta, Vassilis Kostakos, Rajkumar Buyya:
Microservices-based IoT Application Placement within Heterogeneous and Resource Constrained Fog Computing Environments. 71-81

Session 3: Resource Utilisation

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Waltenegus Dargie:
Tensor-Based Resource Utilization Characterization in a Large-Scale Cloud Infrastructure. 83-91
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Hassan Tariq, Harith Al-Sahaf, Ian Welch:
Modelling and Prediction of Resource Utilization of Hadoop Clusters: A Machine Learning Approach. 93-100

Session 4: Cloud Security

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Weibin Ma, Lena Mashayekhy:
Privacy-by-Design Distributed Offloading for Vehicular Edge Computing. 101-110
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Rudrapatna K. Shyamasundar, Swatish Satheesan, Deepali Mittal, Aakash Chaudhary:
SecHadoop: A Privacy Preserving Hadoop. 111-121
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  - conf/ucc/BasilakisJ19
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Jim Basilakis, Bahman Javadi:
A General Framework for Privacy-preserving Computation on Cloud Environments. 123-132
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Masoud Barati, Ioan Petri, Omer F. Rana:
Developing GDPR Compliant User Data Policies for Internet of Things. 133-141

Session 5: Resource Management and Scheduling

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Ta Yuan Hsu, Ajay D. Kshemkalyani:
A Proactive, Cost-aware, Optimized Data Replication Strategy in Geo-distributed Cloud Datastores. 143-153
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Jeferson Rech Brunetta, Edson Borin:
Selecting Efficient Cloud Resources for HPC Workloads. 155-164
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Josip Zilic, Atakan Aral, Ivona Brandic:
EFPO: Energy Efficient and Failure Predictive Edge Offloading. 165-175
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Vincenzo De Maio, Rafael Brundo Uriarte, Ivona Brandic:
Energy and Profit-Aware Proof-of-Stake Offloading in Blockchain-based VANETs. 177-186

Session 6A: Resource Management and Scheduling

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Liang Liu, Jun (Jim) Xu, Mohit Singh:
LESS: A Matrix Split and Balance Algorithm for Parallel Circuit (Optical) or Hybrid Data Center Switching and More. 187-197
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Amanda Jayanetti, Rajkumar Buyya:
J-OPT: A Joint Host and Network Optimization Algorithm for Energy-Efficient Workflow Scheduling in Cloud Data Centers. 199-208
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Eric Henziger, Niklas Carlsson:
The Overhead of Confidentiality and Client-side Encryption in Cloud Storage Systems. 209-217
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Ayrat Khalimov, Sofiane Benahmed, Rasheed Hussain, S. M. Ahsan Kazmi, Alma Oracevic, Fatima Hussain, Farhan Ahmad, Chaker Abdelaziz Kerrache:
Container-based Sandboxes for Malware Analysis: A Compromise Worth Considering. 219-227

Session 6B: Cloud Modelling and Tools

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Vladimir Yussupov, Uwe Breitenbücher, Frank Leymann, Michael Wurster:
A Systematic Mapping Study on Engineering Function-as-a-Service Platforms and Tools. 229-240
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Abdessalam Elhabbash, Assylbek Jumagaliyev, Gordon S. Blair, Yehia Elkhatib:
SLO-ML: A Language for Service Level Objective Modelling in Multi-cloud Applications. 241-250
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Maria Salama, Yehia Elkhatib, Gordon S. Blair:
IoTNetSim: A Modelling and Simulation Platform for End-to-End IoT Services and Networking. 251-261
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Bilal Arshad, Ashiq Anjum:
High Performance Dynamic Graph Model for Consistent Data Integration. 263-272

Session 7: Cloud/Edge Application Study

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Vladimir Yussupov, Uwe Breitenbücher, Frank Leymann, Christian Müller:
Facing the Unplanned Migration of Serverless Applications: A Study on Portability Problems, Solutions, and Dead Ends. 273-283
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Klervie Toczé, Johan Lindqvist, Simin Nadjm-Tehrani:
Performance Study of Mixed Reality for Edge Computing. 285-294

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