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Using Docker Swarm with a User-Centric Decision-Making Framework for Cloud Application Migration [chapter]

Esha Barlaskar, Peter Kilpatrick, Ivor Spence, Dimitrios S. Nikolopoulos
2018 Communications in Computer and Information Science  
Additionally, we demonstrate the migration capability of MyMinder by proposing an Automated Triggering Algorithm (ATA), which uses existing Docker Swarm technology for application migration.  ...  We propose the architecture and the problem formulation of a Multi-objective dYnamic MIgratioN Decision makER (MyMinder) framework that assists cloud users in achieving a stable QoS performance in the  ...  Migration using Docker Swarm As stated earlier, by proposing MyMinder we do not aim to design a new inter-cloud migration technique, but rather we aim to design a framework for cloud users which can take  ... 
doi:10.1007/978-3-319-94959-8_5 fatcat:o2hy3ekg6ra57o7psuhfwejpgm

Smart Containers Schedulers for Microservices Provision in Cloud-Fog-IoT Networks. Challenges and Opportunities

Rocío Pérez de Prado, Sebastián García-Galán, José Enrique Muñoz-Expósito, Adam Marchewka, Nicolás Ruiz-Reyes
2020 Sensors  
The goal of this work is to support the optimal allocation of microservices provided by the main cloud service providers today and used by millions of users worldwide in applications such as smart health  ...  Secondly, the need for specific intelligent containers' schedulers for the different interfaces in cloud-fog-IoT networks: cloud-to-fog, fog-to-IoT and cloud-to-fog.  ...  The number of used devices and the estimated useful life of the containers can be considered as key factors for a containers' scheduler to take into account in its decision-making process, in contrast  ... 
doi:10.3390/s20061714 pmid:32204390 fatcat:eoqufaaoynhl5eqas7qcsamhlq

Elasticity in Cloud Computing: State of the Art and Research Challenges

Yahya Al-Dhuraibi, Fawaz Paraiso, Nabil Djarallah, Philippe Merle
2018 IEEE Transactions on Services Computing  
Swarm makes use of the Docker standard interface (API) in order to achieve its tasks such as starting Docker, choosing host to run containers on. Swarm consists of Swarm agents and a Swarm manager.  ...  LXD [184] is a lightweight hypervisor, designed by Canonical, for Linux containers built on top of LXC to provide a new and better user experience. LXD and Docker make use of LXC containers.  ... 
doi:10.1109/tsc.2017.2711009 fatcat:6artjpglercivdn6rh3qey7eeq

Osmotic Computing: A New Paradigm for Edge/Cloud Integration

Massimo Villari, Maria Fazio, Schahram Dustdar, Omer Rana, Rajiv Ranjan
2016 IEEE Cloud Computing  
, Docker Swarm [5] provides a native orchestration framework for multi Docker deployments, and Kubernetes [6] is an opensource system for automating deployment, operations, and management of containerized  ...  In this scenario an Osmotic Computing framework is application agnostic, offering user applications with run-time environment working in a distributed and secure way.  ... 
doi:10.1109/mcc.2016.124 fatcat:zihsxpws7jd63ktyxbvwh2s4xe

Load Balancing using Docker and Kubernetes: A Comparative Study

2020 International journal of recent technology and engineering  
Docker Swarm and Kubernetes are the most widely used systems for deploying and managing a cluster of containers in an environment.  ...  The paper finally concludes why Kubernetes is often preferred over Docker Swarm for load balancing.  ...  of a multi-cloud system using Docker swarm.  ... 
doi:10.35940/ijrte.b3938.079220 fatcat:a3ycckuwfnhq5emhsw5xwbdwue

Evaluation of Docker Containers for Scientific Workloads in the Cloud [article]

Pankaj Saha, Angel Beltre, Piotr Uminski, Madhusudhan Govindaraju
2019 Figshare  
However, Docker still has advantages over Singularity for use in clouds as it provides overlay networking and an intuitive way to run MPI applications with one container per rank for fine-grained resources  ...  This paper presents a (1) performance evaluation of Docker and Singularity on bare metal nodes in the Chameleon cloud (2) mechanism by which Docker containers can be mapped with InfiniBand hardware with  ...  Singularity provides an easy packaging mechanism for applications along with a user friendly runtime execution environment.  ... 
doi:10.6084/m9.figshare.8157542.v2 fatcat:ybvhbri4zbgm7ljxl5ooutko7u

Edge Resource Utilization Using OS-Level Virtualization on Smart Devices

Thomas Renner, Marius Meldau, Andreas Kliem
2016 Software Networking  
In this paper we propose a container-based resource allocation scheme to increase the utilization of these IoT resources and made them shareable between different users due to cloud-centric IoT deployments  ...  The approach allows various applications and users to dynamically allocate resources offered by edge devices and process IoT data close to the source.  ...  A Cloud-centric approach, sometimes referred to as Sensor Virtualization, basically consists of an edge node acting as a gateway (e.g. a router or a smart phone) for the things and a set of Cloud nodes  ... 
doi:10.13052/jsn2445-9739.2016.005 fatcat:4rgc3lm3rrchhjtfj2x3vos7i4

Cloud resource orchestration in the multi-cloud landscape: a systematic review of existing frameworks

Orazio Tomarchio, Domenico Calcaterra, Giuseppe Di Modica
2020 Journal of Cloud Computing: Advances, Systems and Applications  
In such a multi-cloud landscape, several research initiatives advocate the employment of software frameworks (namely, cloud resource orchestration frameworks - CROFs) capable of orchestrating the heterogeneous  ...  The objective of this paper is to provide the reader with a systematic review and comparison of the most relevant CROFs found in the literature, as well as to highlight the multi-cloud computing open issues  ...  Acknowledgements Not applicable.  ... 
doi:10.1186/s13677-020-00194-7 fatcat:aqqecfaw5nd6batdxjsm4ofl34

Monitoring self-adaptive applications within edge computing frameworks: A state-of-the-art review

Salman Taherizadeh, Andrew C. Jones, Ian Taylor, Zhiming Zhao, Vlado Stankovski
2018 Journal of Systems and Software  
of monitoring requirements for adaptive applications orchestrated upon edge computing frameworks; and to discuss and compare the use of widely-used cloud monitoring technologies to assure the performance  ...  To ensure the Quality of Service (QoS) of such applications and Quality of Experience (QoE) for the end-users, it is necessary to employ a comprehensive monitoring approach.  ...  , Time Critical and Highly self-adaptive cloud applications) and No. 644179 (ENTICE project: dEcentralised repositories for traNsparent and efficienT vIrtual maChine opErations).  ... 
doi:10.1016/j.jss.2017.10.033 fatcat:zogkd5d5yjakdapoykqqvlvoyq

Open Computing Infrastructure for Sharing Data Analytics to Support Building Energy Simulations

Omer T. Karaguzel, Mohammed Elshambakey, Yimin Zhu, Tianzhen Hong, William J. Tolone, Sreyasee Das Bhattacharjee, Isaac Cho, Wenwen Dou, Haopeng Wang, Siliang Lu, Mohamed Khalefa, Yong Tao
2019 Journal of computing in civil engineering  
We use the case study simulation to explore the possibility and potential of integrating data-centric and analytic-centric sharing strategies; the method of combining empirical data with simulations; the  ...  the composition of analytics, and the performance metrics that could be used in assessing the applications of VIFI.  ...  .  User Node: The User Node is the passageway for a client to interface with the VIFI framework.  ... 
doi:10.1061/(asce)cp.1943-5487.0000857 fatcat:aukcuns3mfhgziqqynhnoferou

Serverless Management of Sensing Systems for Fog Computing Framework

Suvajit Sarkar, Rajeev Wankar, Satish Srirama, N.K Suryadevra
2019 IEEE Sensors Journal  
The response times for an application doing the computation at fog level and at the cloud level are compared.  ...  In this paper, we propose a framework for the management of the Internet of Things (IoT) devices in a smart building to model services based on the serverless computing paradigm.  ...  The developer can make decisions whether the processing is to be done at the fog level or send to the cloud for deeper analysis. A.  ... 
doi:10.1109/jsen.2019.2939182 fatcat:flatwabribg45bk3bzkohgn6ca

Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms [article]

Ana Juan Ferrer, Soeren Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao
2021 arXiv   pre-print
The focal point of this continuum are cognitive devices, which have to make decisions autonomously using their on-board computation and storage capacity based on information sensed from their environment  ...  The paper presents an initial architecture and a resource management framework for the implementation of this type of IT service provisioning.  ...  COGNITIVE CLOUD REALISATION The guiding idea of CCC is a Peer-2-Peer (P2P) system using an overlay network of autonomous entities for sensing, computing, and decision making based on ML for coordinated  ... 
arXiv:2103.06026v1 fatcat:qz3hv3clojhpth6bmreovcfuta

Decentralized IoT Edge Nanoservice Architecture for Future Gadget-Free Computing

Erkki Harjula, Pekka Karhula, Johirul Islam, Teemu Leppanen, Ahsan Manzoor, Madhusanka Liyanage, Chauhan Jagmohan, Tanesh Kumar, Ijaz Ahmad, Mika Ylianttila
2019 IEEE Access  
The technical context for this type of user interaction with digital services through smart surroundings is called Internet of Everything (IoE).  ...  Hence, in this article we propose a novel service model called nanoEdge, where nodes collaboratively provide needed functions for virtual services that need to be deployed locally due to performance, efficiency  ...  Jude Okwuibe for his assistance in writing the article. This work has been performed under the framework of MEC-AI, Industrial Edge, WiFiUS Massive IoT and 6Genesis Flagship projects.  ... 
doi:10.1109/access.2019.2936714 fatcat:o4fnx4zixzgdhk66twwxnxwidy

Architectural Design Space for Modelling and Simulation as a Service: A Review [article]

Mojtaba Shahin, M. Ali Babar, Muhammad Aufeef Chauhan
2020 arXiv   pre-print
Based on our results, we recommend that there is a need for more effort and research to (1) design the user interfaces that enable users to build and configure simulation models with minimum effort and  ...  An appropriate software architecture is essential to deliver quality M&S applications following the MSaaS concept to a wide range of users.  ...  Acknowledgements This research has been partially supported by Defence Science and Technology (DST) Group, a part of the Australian Department of Defence (  ... 
arXiv:2005.07883v3 fatcat:k5jtfry22zg6jipwwzhdzxc65e

Serverless data pipeline approaches for IoT data in fog and cloud computing [article]

Shivananda R Poojara, Chinmaya Kumar Dehury, Pelle Jakovits, Satish Narayana Srirama
2021 arXiv   pre-print
This can be streamlined by the use of a Serverless (or FaaS) cloud computing model, where tasks are defined as virtual functions, which can be migrated from edge to cloud (and vice versa) and executed  ...  However, DFT is nicely fit for bandwidth-intensive applications due to the minimum use of network resources.  ...  We also thank financial support to UoH-IoE by MHRD, India (F11/9/2019-U3(A)).  ... 
arXiv:2112.09974v1 fatcat:pa3wtvegszgapa25b3dl4svo7i
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