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Microservices: Architecture and Technologies

Vishva Desai
2020 International Journal for Research in Applied Science and Engineering Technology  
It enables small parts of an application to be updated, replaced and scaled effortlessly. In this paper, we discuss the architecture of microservices and technology enabling its function.  ...  In recent years, microservices architecture has emerged to become largely popular in DevOps practices and cloud services.  ...  Newman provides substantial methods for monitoring in his book Building microservices: designing fine-grained systems [10] . Splunk and Logstash are tools available for monitoring. VI.  ... 
doi:10.22214/ijraset.2020.31979 fatcat:ahvmpplm4ffrhbymcwm2r6fz44

SDN-Mon: Fine-Grained Traffic Monitoring Framework in Software-Defined Networks

Xuan Thien Phan, Kensuke Fukuda
2017 Journal of Information Processing  
Fine-grained network traffic monitoring is important for efficient network management in software-defined networking (SDN).  ...  We propose SDN-Mon, a SDN-based monitoring framework that decouples monitoring from existing forwarding tables, and allows more fine-grained and flexible monitoring to serve a variety of network-management  ...  Thus, they are not well-supported for fine-grained monitoring and lack flexibility and scalability, especially for networks that process a large number of flows.  ... 
doi:10.2197/ipsjjip.25.182 fatcat:fhlt5dng6rdqnerpxc4i5uxrki

Fine-Grained Grape Leaf Diseases Recognition Method Based on Improved Lightweight Attention Network

Peng Wang, Tong Niu, Yanru Mao, Bin Liu, Shuqin Yang, Dongjian He, Qiang Gao
2021 Frontiers in Plant Science  
The results show that the lightweight attention mechanism model proposed in this paper can efficiently use image fine-grained information to diagnose orchard grape leaf diseases at a low computing cost  ...  Then, with ShuffleNet-v2 as the backbone, an efficient channel attention strategy is introduced to strengthen the ability of the model for extracting fine-grained lesion features.  ...  ACKNOWLEDGMENTS We would like to thank the reviewers for their valuable suggestions on this manuscript.  ... 
doi:10.3389/fpls.2021.738042 pmid:34745172 pmcid:PMC8569304 fatcat:4juukear4bhqndnz4u27zkpvee

A Federated Capability-based Access Control Mechanism for Internet of Things (IoTs) [article]

Ronghua Xu, Yu Chen, Erik Blasch, Genshe Chen
2018 arXiv   pre-print
The extraordinary large number of nodes, heterogeneity as well as dynamicity, necessitate more fine-grained, lightweight mechanisms for IoT devices.  ...  While leveraging the large-scale IoT-based applications like Smart Gird and Smart Cities, IoT also incurs more concerns on privacy and security.  ...  CapAC has been implemented in many large scale IoT-based projects, like IoT@Work. 23 Although capability-based methods have been used as a feature in many access control solutions for the IoTs applications  ... 
arXiv:1805.00825v1 fatcat:ycthtkmz6jecrmx3kqssdxowze

Energy monitoring as an essential building block towards sustainable ultrascale systems

Francisco Almeida, Marcos D. Assunção, Jorge Barbosa, Vicente Blanco, Ivona Brandic, Georges Da Costa, Manuel F. Dolz, Anne C. Elster, Mateusz Jarus, Helen D. Karatza, Laurent Lefèvre, Ilias Mavridis (+3 others)
2018 Sustainable Computing: Informatics and Systems  
Finally, we discuss potential gaps in existing solutions when tackling emerging large-scale monitoring scenarios and present some directions for future research on the topic.  ...  This work surveys state of the art on energy monitoring of large-scale systems and methodologies for monitoring the power consumed by large systems and discusses some of the challenges to be addressed  ...  Some results discussed in this paper were carried out using the Grid5000 experimental testbed, being developed under the Inria ALADDIN development action with support from CNRS, RENATER and several Universities  ... 
doi:10.1016/j.suscom.2017.10.013 fatcat:jjwjwefz2fg6ziyrbvbwois7gq

BlendCAC: A BLockchain-ENabled Decentralized Capability-based Access Control for IoTs [article]

Ronghua Xu, Yu Chen, Erik Blasch, Genshe Chen
2018 arXiv   pre-print
and fine grained AC solution to IoT systems.  ...  While leveraging the large scale IoT based applications like Smart Gird or Smart Cities, IoTs also incur more concerns on privacy and security.  ...  flexible in the large scale IoT networks.  ... 
arXiv:1804.09267v1 fatcat:gybholdhv5c4hktfhuzpmbjrcy

Python Parallel Processing and Multiprocessing: A Rivew

Zina A. Aziz, Diler Naseradeen Abdulqader, Amira Bibo Sallow, Herman Khalid Omer
2021 Academic Journal of Nawroz University  
Furthermore, we discussed some Python libraries that can be used for this purpose.  ...  Parallel programming in Python is supported by the creation of a diverse set of libraries and packages.  ...  The language itself is lightweight, abridged, and highly suitable for quick prototyping, although it is strong enough to write significant applications.  ... 
doi:10.25007/ajnu.v10n3a1145 fatcat:uhqunfkzoreazfp7gqfpdoeu5i

Principles of Pervasive Cloud Monitoring [chapter]

Gokce Gorbil, David Garcia Perez, Eduardo Huedo Cuesta
2014 Information Sciences and Systems 2014  
Accurate and fine-grained monitoring of dynamic and heterogeneous cloud resources is essential to the overall operation of the cloud.  ...  capabilities for pervasive monitoring.  ...  Acknowledgements The work presented in this paper was partially supported by the EU FP7 research project PANACEA (Proactive Autonomous Management of Cloud Resources) under grant agreement no. 610764.  ... 
doi:10.1007/978-3-319-09465-6_13 dblp:conf/iscis/GorbilGC14 fatcat:ahdcdml4hbc3xlqnklaqbjsepm

GPLMT: A Lightweight Experimentation and Testbed Management Framework [article]

Matthias Wachs and Nadine Herold and Stephan-A. Posselt and Florian Dold and Georg Carle
2016 arXiv   pre-print
GPLMT enables researchers to manage and control networked testbeds and resources, and conduct experiments on large-scale, heterogeneous, and distributed testbeds.  ...  We present GPLMT, a flexible and lightweight framework for managing testbeds and the experiment life cycle. \gplmt provides an intuitive way to formalize experiments.  ...  The authors would like to thank Matthias Jaros, Oliver Gasser for their helpful feedback, Omar Tarabai for his work on GPLMT and the integration with Zabbix.  ... 
arXiv:1601.03984v1 fatcat:dujmsf6mjramxjxzecoiv4diti

Towards Exascale Co-design in a Runtime System [chapter]

Thomas Sterling, Matthew Anderson, P. Kevin Bohan, Maciej Brodowicz, Abhishek Kulkarni, Bo Zhang
2015 Lecture Notes in Computer Science  
This requirement has motivated the emergence of several new programming models which emphasize fine and medium grain task parallelism in order to address the aggravating effects of asynchrony at scale.  ...  Achieving the performance potential of an Exascale machine depends on realizing both operational efficiency and scalability in high performance computing applications.  ...  Acknowledgments The authors acknowledge Benjamin Martin, Jackson DeBuhr, Ezra Kissel, Luke D'Alessandro, and Martin Swany for their technical assistance.  ... 
doi:10.1007/978-3-319-15976-8_6 fatcat:prnkrbkhwvfozjd7f5a5vqkusq

Cloud Programming Simplified: A Berkeley View on Serverless Computing [article]

Eric Jonas, Johann Schleier-Smith, Vikram Sreekanti, Chia-Che Tsai, Anurag Khandelwal, Qifan Pu, Vaishaal Shankar, Joao Carreira, Karl Krauth, Neeraja Yadwadkar, Joseph E. Gonzalez, Raluca Ada Popa, Ion Stoica, David A. Patterson
2019 arXiv   pre-print
applications that stretch the current limits of serverless, and then lists obstacles and research opportunities required for serverless computing to fulfill its full potential.  ...  Serverless cloud computing handles virtually all the system administration operations needed to make it easier for programmers to use the cloud.  ...  Inadequate storage for fine-grained operations The stateless nature of serverless platforms makes it difficult to support applications that have fine-grained state sharing needs.  ... 
arXiv:1902.03383v1 fatcat:5lly4vckcnhatp4g3ccdt3us6e

Correlation-wise Smoothing: Lightweight Knowledge Extraction for HPC Monitoring Data [article]

Alessio Netti, Daniele Tafani, Michael Ott, Martin Schulz
2021 arXiv   pre-print
In this paper we propose a novel method, called Correlation-wise Smoothing (CS), to extract descriptive signatures from time-series monitoring data in a generic and lightweight way.  ...  They employ models that ingest time-series monitoring sensor data and transform it into actionable knowledge for system tuning: a process known as Operational Data Analytics (ODA).  ...  These leverage the vast amounts of data produced by monitoring frameworks, which collect time-series sensor data from a large number of instrumented physical and software components at fine time scales  ... 
arXiv:2010.06186v2 fatcat:y3yh6d2pibcdxis3ihv4zmm65y

Microservices-based IoT Applications Scheduling in Edge and Fog Computing: A Taxonomy and Future Directions [article]

Samodha Pallewatta, Vassilis Kostakos, Rajkumar Buyya
2022 arXiv   pre-print
Due to the fine-grained modularity of the microservices along with their independently deployable and scalable nature, MSA exhibits great potential in harnessing both Fog and Cloud resources to meet diverse  ...  Edge and Fog computing paradigms utilise distributed, heterogeneous and resource-constrained devices at the edge of the network for efficient deployment of latency-critical and bandwidth-hungry IoT application  ...  SUMMARY In this paper, we discussed IoT applications designed and developed using MSA and their scheduling within Edge and Fog computing environments.  ... 
arXiv:2207.05399v1 fatcat:dc56wgf2xvazxm5jm6dokgmtzq

A Framework for Application-aware Networking by Delegating Traffic Management of SDNs [article]

Hamidreza Almasi, Hossein Ajorloo
2017 arXiv   pre-print
Presence of a logically centralized controller in software-defined networks enables smart and fine-grained management of network traffic.  ...  In this work, we present a framework for incorporating network applications into the task of traffic management using the concept of software-defined networking.  ...  This provides near-optimal, fine-grained decision making for traffic management tasks such as load balancing, fault tolerance, topology updates and traffic analysis compared to sub-optimal, coarse-grained  ... 
arXiv:1610.05062v3 fatcat:acikfukq5fgitkhy5g7izrryby

A General Purpose Suite for Job Management, Bookkeeping and Grid Submission

Armando Fella, Eleonora Luppi, Luca Tomassetti
2011 International Journal of Grid Computing & Applications  
Job management system: GANGA [20, 21] is an easy-to-use frontend for job definition and submission management implemented in Python.  ...  The web interface provides a submission interface allowing an automatic submission to all the available sites or a fine grain selection of job submission parameters.  ... 
doi:10.5121/ijgca.2011.2202 fatcat:4ql4kkjynng3jp4w6zaarotvdy
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