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A pattern oriented approach for designing scalable analytics applications (invited talk)

Matthew Dixon
2015 Proceedings of the 2nd Workshop on Parallel Programming for Analytics Applications - PPAA 2015  
and mapping the computations to the architecture are cleanly delineated, the code is portable across architectures, and accessible to both an application developer and systems developer.  ...  This paper uses Our Pattern Language (OPL) to guide the design of a pattern oriented software framework for analytics applications which enables scalability, flexibility, modularity and portability.  ...  Acknowledgments The authors would like to gratefully acknowledge the support of Hanweck Associates and the International Securities Exchange in providing access to a data sample from the ISE/Hanweck Premium  ... 
doi:10.1145/2726935.2726939 fatcat:rijac57tajft3ia7jokigvdqe4

Weaving the Fabric of the Control Loop through Aspects [chapter]

Robrecht Haesevoets, Eddy Truyen, Tom Holvoet, Wouter Joosen
2010 Lecture Notes in Computer Science  
We present an aspect-oriented architecture for self-adaptive systems to show how AOP can be used for framework customization, event brokering and event aggregation.  ...  In this paper, we study the applicability of aspect-oriented programming (AOP) to see where and how AOP can provide an interesting alternative for implementing parts of the architecture of self-adaptive  ...  an application-specific binding.  ... 
doi:10.1007/978-3-642-14412-7_3 fatcat:z4ali6thbff4zhh5wxumpzlwbe

Conceptualizing a framework for cyber-physical systems of systems development and deployment

Jessica Díaz, Jennifer Pérez, Jorge Pérez, Juan Garbajosa
2016 Proccedings of the 10th European Conference on Software Architecture Workshops - ECSAW '16  
This paper presents the architectural foundations of a cloud-centric framework for automating the development and deployment of CPSoS service applications to converge towards a common open service platform  ...  for CPSoS applications.  ...  Research in constructing specific frameworks-integrated set of software artefaets (e.g. components) that collaborate to provide a reusable architecture for a family of related applications [28] -for rapid  ... 
doi:10.1145/2993412.3004852 fatcat:fmwp7ef36jeqjo76ystu66jhny

SamzaSQL: Scalable Fast Data Management with Streaming SQL

Milinda Pathirage, Julian Hyde, Yi Pan, Beth Plale
2016 2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)  
In this white paper, we identify a set of requirements and propose a standard SQL based streaming query model for management of what has been referred to as Fast Data.  ...  To stay competitive in today's data driven economy, enterprises large and small are turning to stream processing platforms to process high volume, high velocity, and diverse streams of data (fast data)  ...  We also present an architecture building on the Apache incubator project "Calcite", a query planning framework that has a level of generality that makes it suitable for different query planning rules for  ... 
doi:10.1109/ipdpsw.2016.141 dblp:conf/ipps/PathirageHPP16 fatcat:lgawsp2y4rbkzk63pks3x5l5j4

Towards the Development of Large-Scale Data Warehouse Application Frameworks [chapter]

Duong Thi Anh Hoang, Hieu Tran, Binh Thanh Nguyen, A Min Tjoa
2012 Lecture Notes in Business Information Processing  
This arises an increasing requirement for a scalable application framework which can be used for the implementation and administration of diverse BI applications in a straightforward and cost-efficient  ...  Hence, the framework is capable of offering an unified reference architecture to end users, which spans various aspects of development lifecycle and can be adapted or extended to better meet application-specific  ...  Acknowledgments This work is supported by a Technology Grant for South East Asia of the Austrian Council for Research and Technology Development and ASEA UNINET.  ... 
doi:10.1007/978-3-642-28827-2_7 fatcat:bmimu5k5ezfp7d3arv32i6nrs4

Auto-Modularity Enforcement Framework Using Micro-service Architecture

Hanzhong Zheng, Hanzhong Zheng
2020 Journal of Visual Language and Computing  
Our idea was inspired by automatic software development for building a scalable application.  ...  A B S T R A C T The evolution of the software architecture has been progressively shifting to emphasize modularity, isolation, scalability, agility, and loose coupling.  ...  An IC card is a visual specification scheme for rapidly prototyping the entities of an application [20] .  ... 
doi:10.18293/jvlc2020-n2-008 fatcat:zzf4b7k4tvhvzjunlf54bypxtm

A multi-tenancy aware architectural framework for SaaS application development

W. N. T. De Alwis, C. D. Gamage
2013 Engineer Journal of the Institution of Engineers Sri Lanka  
This paper presents an architectural framework for SaaS application development that incorporates long-term maintenance requirements arising from multi-tenancy of the application.  ...  In response, researchers and practitioners have come up with SaaS architectures based on frameworks, platforms and modelling approaches to ease the complexity of SaaS application development.  ...  An SOA based framework on a series of model engines, model templates, and model description files can be used to come up with a multi-tenant architecture using modelling as an approach [12] .  ... 
doi:10.4038/engineer.v46i3.6782 fatcat:m4e4hmug2fds7efyfmovv4oozy

AURIC: A Scalable and Highly Reusable SLA Compliance Auditing Framework [chapter]

Hasan, Burkhard Stiller
2007 Lecture Notes in Computer Science  
Since SLOs for various application services and end-to-end performance definitions vary largely, automated auditing of SLA compliances poses the challenge to an auditing framework.  ...  Therefore, this paper presents a scalable and highly reusable auditing framework and a prototype, termed AURIC (Auditing Framework for Internet Services), whose components can be distributed across different  ...  Acknowledgments The work has been performed partially in the framework of the EU IST Project Akogrimo (IST-2004-004293), the EU IST Project Daidalos II (IST-2005-026943), and the EU IST Network of Excellence  ... 
doi:10.1007/978-3-540-75694-1_21 fatcat:etql3b66d5at5ntiblvmsekx4m

Reuse of pervasive system architectures

Dennis J.A.Bijwaard, Berend Jan van der Zwaag, Nirvana Meratnia, Hylke W. van Dijk, Henk Eertink, Paul J.M. Havinga
2014 EAI Endorsed Transactions on Ubiquitous Environments  
Additionally, the required properties of pervasive systems on scalability, efficiency, degree of pervasiveness, and maintainability are analysed for a number of application areas.  ...  Furthermore, we provide a set of recommendations as a guideline towards flexible architectures that make pervasive systems usable in a variety of applications.  ...  deterministic dynamically reconfigurable NetworkeD embedded systems" (iland-artemis.org), and the Sen Safety project, "Heterogeneous Sensor Networks for Safety and Security in Public Places" (sensafety.nl  ... 
doi:10.4108/ue.1.3.e3 fatcat:g42pretoknfmbeqrvwqjgj7oca

A customizable multi-agent system for distributed data mining

Giuseppe Di Fatta, Giancarlo Fortino
2007 Proceedings of the 2007 ACM symposium on Applied computing - SAC '07  
The present work will discuss them and will introduce the ongoing research efforts aimed at exploiting and leveraging the MAS for distributed data mining applications.  ...  The framework adopts message-based asynchronous communication and a dynamic load balancing policy that is particularly suitable for irregular search algorithms.  ...  In order to customize the framework for a specific domain, the problem and the sequential application should have some general characteristics, i.e. it should be possible to partition the original problem  ... 
doi:10.1145/1244002.1244012 dblp:conf/sac/FattaF07 fatcat:gea47ncqpngvjg7ujg5xta3r7q

A Software Defined Device Provisioning Framework Facilitating Scalability in Internet of Things

Alex Mavromatis, Aloizio Pereira Da Silva, Koteswararao Kondepu, Dimitrios Gkounis, Reza Nejabati, Dimitra Simeonidou
2018 2018 IEEE 5G World Forum (5GWF)  
ACKNOWLEDGMENT This paper was performed under the REPLICATE project funded by the HORIZON 2020 the EU Framework Programme for Research and Innovation.  ...  ARCHITECTURE The proposed architecture is a different approach of organizing the provisioning and authorization of devices within an IoT infrastructure.  ...  More specifically, the SDP framework provides a provisioning system for IoT platforms, where each device sending data to services needs to be provisioned and authorized in order to send data.  ... 
doi:10.1109/5gwf.2018.8516955 dblp:conf/5gwf/MavromatisSKGNS18 fatcat:u5oxc2kmnraslh6kqygwphicua

GridOPTICS(TM) A Novel Software Framework for Integrating Power Grid Data Storage, Management and Analysis

Ian Gorton, Jian Yin, Bora Akyol, Selim Ciraci, Terence Critchlow, Yan Liu, Tara Gibson, Sumit Purohit, Poorva Sharma, Maria Vlachopoulou
2013 2013 46th Hawaii International Conference on System Sciences  
This paper describes the architecture and design of GridOPTICS TM , a novel software framework for integrating a collection of software tools developed by PNNL's Future Power Grid Initiative (FPGI) into  ...  We address this challenge though a scalable system architecture that balances system performance and ease of integration.  ...  The architecture provides an extensible, flexible and scalable interface for the analysis applications communicate with the data management layer.  ... 
doi:10.1109/hicss.2013.243 dblp:conf/hicss/GortonYACCLGPPM13 fatcat:4is3s6ppdbd3tlzdxqnevhw7ku

A resource oriented framework for context-aware enterprise applications

Dave Duggal, William Malyk
2011 Proceedings of the Second International Workshop on RESTful Design - WS-REST '11  
Underpinning the framework is a new hybrid architecture promoting the scalability of distributed enterprise systems and the delivery of server-driven applications.  ...  The keys to supporting such work are identified as context-awareness and mass-customization, both of which are provided for by the framework in a practical, lightweight, scalable, and adaptable manner.  ...  At run-time, an application is the specific performance of application Resources pursuant to an Activity instance.  ... 
doi:10.1145/1967428.1967438 dblp:conf/rest/DuggalM11 fatcat:jc2tyfagqbhj3jwhxxflidycly

On Architecture of BodyInNumbers Exercise and Wellness Health Strategy Framework

Petr Brůha, Roman Mouček, P. Volf, L. Šimečkové, O. Št'áva
2020 Proceedings of the 4th International Conference on Medical and Health Informatics  
Thanks to its success and daily use, new requirements related to better security, scalability and maintainability of its architecture have emerged.  ...  It is very beneficial for any society to map, discuss and cope with these factors.  ...  For the communication with the database, the framework SQLAlchemy is used; it provides an abstract database layer for object-relational mapping (ORM).  ... 
doi:10.1145/3418094.3418102 fatcat:jpy34e6rnvhd7crbqs3cbklbei

Scalable Learning Paradigms for Data-Driven Wireless Communication [article]

Yue Xu, Feng Yin, Wenjun Xu, Chia-Han Lee, Jiaru Lin, Shuguang Cui
2020 arXiv   pre-print
On one hand, we discuss the forward-looking architecture and computing framework of scalable data-driven systems from a global perspective.  ...  However, the ever exploding data volume and model complexity will limit centralized solutions to learn and respond within a reasonable time.  ...  Existing works mainly focus on developing dedicated scalable algorithms for specific wireless applications [2] , [3] .  ... 
arXiv:2003.00474v1 fatcat:kd6plphwgbfvbdyylcn4jk24uq
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