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Automatic Deployment of Application-Specific Metadata and Code in MOCHA [chapter]

Manuel Rodríguez-Martínez, Nick Roussopoulos
2000 Lecture Notes in Computer Science  
We first present the kind of services, metadata elements and software tools used in MOCHA to automate code deployment.  ...  Database middleware systems require the deployment of application-specific data types and query operators to the servers and clients of a distributed database system.  ...  Overview of XML and RDF In this section we briefly review XML and RDF, two technologies we use to build the framework for automatic deployment of application-specific code.  ... 
doi:10.1007/3-540-46439-5_5 fatcat:7g3jy6vw6zbbfoh3sxrujpsyp4

MOCHA

Manuel Rodríguez-Martínez, Nick Roussopoulos, John M. McGann, Stephen Kelley, Vadim Katz, Zhexuan Song, Joseph JáJá
2000 Proceedings of the 2000 ACM SIGMOD international conference on Management of data - SIGMOD '00  
A major goal behind this idea of automatic code deployment is to fulfill the need for application-specific processing components at remote sites that do not provide them.  ...  specification and use of metadata for user-defined types and operators using XML and RDF.  ... 
doi:10.1145/342009.336575 dblp:conf/sigmod/Rodriguez-Martinez00 fatcat:23oo22rtgnb2hmref4uichl5iu

MOCHA

Manuel Rodríguez-Martínez, Nick Roussopoulos
2000 Proceedings of the 2000 ACM SIGMOD international conference on Management of data - SIGMOD '00  
MOCHA has been implemented in Java and runs on top of Informix and Oracle. We present the architecture of MOCHA, the ideas behind it, and a performance study using scientific data and queries.  ...  MOCHA is designed to scale to large environments and is based on the idea that some of the user-defined functionality in the system should be deployed by the middleware system itself.  ...  Automatic Code Deployment In MOCHA, deploying code with application-specific components is done by shipping the compiled Java classes containing the implementation of data types and query operators.  ... 
doi:10.1145/342009.335413 dblp:conf/sigmod/RodriguezR00 fatcat:adtovgbd65elxfapzfntdblzo4

MOCHA

Manuel Rodríguez-Martínez, Nick Roussopoulos
2000 SIGMOD record  
MOCHA has been implemented in Java and runs on top of Informix and Oracle. We present the architecture of MOCHA, the ideas behind it, and a performance study using scientific data and queries.  ...  MOCHA is designed to scale to large environments and is based on the idea that some of the user-defined functionality in the system should be deployed by the middleware system itself.  ...  Automatic Code Deployment In MOCHA, deploying code with application-specific components is done by shipping the compiled Java classes containing the implementation of data types and query operators.  ... 
doi:10.1145/335191.335413 fatcat:3ubt43j565fw5k2gt76jkyhbvi

Automated Large-Scale Multi-Language Dynamic Program Analysis in the Wild (Tool Insights Paper)

Alex Villazón, Haiyang Sun, Andrea Rosà, Eduardo Rosales, Daniele Bonetta, Isabella Defilippis, Sergio Oporto, Walter Binder, Michael Wagner
2019 European Conference on Object-Oriented Programming  
NAB is fully-automatic, language-agnostic, and can scale dynamic program analyses on open-source software up to thousands of projects hosted in code repositories.  ...  Java and Scala task-parallel workloads suitable for inclusion in a domain-specific benchmark suite.  ...  when automatically executing the code of unknown (and hence untrusted) projects.  ... 
doi:10.4230/lipics.ecoop.2019.20 dblp:conf/ecoop/VillazonSRRBDOB19 fatcat:akez6sutv5cljjnimf4tiws3ee

Decentralizing indexing and bootstrapping for online applications

Pierre Schutz, Stanislas Gal, Dimitris Chatzopoulos, Pan Hui
2021 IET Blockchain  
In this work, a new approach for designing and building decentralized online applications is proposed by introducing DIBDApp.  ...  DIBDApp is a software library composed of Ethereum smart contracts and an API to the BitTorrent protocol that fully decentralizes indexing, bootstrapping and file storing.  ...  (Using directly "mocha" as a keyword for the initial tag feature would make it impossible to later differentiate the pictures taken in Mocha, Yemen and a Starbucks picture with the tag #mocha.)  ... 
doi:10.1049/blc2.12001 fatcat:dlzyzmbnsneo3inl6jnepqwgpe

Mobile-Cloudlet Face Recognition: Two Different Approaches

Praseetha V. M.
2018 Journal of Computers  
VM Synthesis and Application virtualization are two different mechanisms for run time cloudlet provisioning. In VM Synthesis the mobile Campus. He completed his Ph. D at IIT Madras.  ...  be send back to mobile in real time.  ...  Acknowledgment The authors wish to acknowledge and appreciate the GitHub Project, Elijah Cloudlet by Carnegie Mellon University as it played a key role in our studies.  ... 
doi:10.17706/jcp.13.1.116-129 fatcat:w7iu4mygefh77jqrvz3wvrsvxy

Component metadata management and publication for the grid

D. Puppin, F. Silvestri, D. Laforenza
2005 International Conference on Information Technology: Coding and Computing (ITCC'05) - Volume II  
In this paper, we compare them and we propose a third approach that merges the flexibility and fast learning curve of the latter, with the rigor of the former.  ...  There is growing attention to component-oriented software design of Grid applications.  ...  When the application is completed, and it is packaged to run, the design-time code is stripped out, and only the run-time code is kept in the application code.  ... 
doi:10.1109/itcc.2005.108 dblp:conf/itcc/PuppinSL05 fatcat:2fru7ngld5g6vj3i44at2vzg7a

Support and training plan for deployment of AIoTES

S. Byron Ortiz, Alejandro M. Medrano Gil, Helmi Ben Hmida, Mathieu Gallissot, Stéphane Bergeon, Levent Gurgen, Stefanos Stavrotheodoros, Thanos Stavropoulos, Nikolaos Kaklanis, Konstantinos Votis, Dimitrios Tzovaras, Clara Valero (+3 others)
2021 Zenodo  
Description of the consultative and interactive AIOTES support tools accessible to the AIOTES community.  ...  The first step of a contribution to ACTIVAGE project is always done in a specific Deployment Site.  ...  Code Templates Wizard OF THE COURSE USERS it. POTENTIAL Application developers, other third parties involved in development THE COURSE 1.  ... 
doi:10.5281/zenodo.5667062 fatcat:mag32vrhn5ca3eyxdco5ub5xcu

Optimization of Face Recognition System Based on Azure IoT Edg

Shen Li, Fang Liu, Jiayue Liang, Zhenhua Cai, Zhiyao Liang
2019 Computers Materials & Continua  
Moreover, the application code does not need to be rewritten and can be easily migrated to the edge server.  ...  With the rapid development of artificial intelligence, face recognition systems are widely used in daily lives. Face recognition applications often need to process large amounts of image data.  ...  Users can rewrite the source code of Azure IoT Edge according to specific needs in various hardware facilities.  ... 
doi:10.32604/cmc.2019.06402 fatcat:vutefexf7bc5tcpwutkqgf37u4

Distributed Intelligence on the Edge-to-Cloud Continuum: A Systematic Literature Review

Daniel Rosendo, Alexandru Costan, Patrick Valduriez, Gabriel Antoniu
2022 Journal of Parallel and Distributed Computing  
The large scale and optimized deployment of learning-based workflows across the Edge-to-Cloud Continuum requires extensive and reproducible experimental analysis of the application execution on representative  ...  applications;efficient deployment of Artificial Intelligence (AI) workflows on highly heterogeneous infrastructures; and reproducible analysis of experiments on the Computing Continuum.  ...  Acknowledgments This work was funded by Inria through the HPC-BigData Inria Challenge (IPL) and by French ANR OverFlow project (ANR-15-CE25-0003).  ... 
doi:10.1016/j.jpdc.2022.04.004 fatcat:mopdegh4vrgt5k47vrmc7xum24

Cloud-Based Augmentation for Mobile Devices: Motivation, Taxonomies, and Open Challenges

Saeid Abolfazli, Zohreh Sanaei, Ejaz Ahmed, Abdullah Gani, Rajkumar Buyya
2014 IEEE Communications Surveys and Tutorials  
mobile applications.  ...  resources in augmenting mobile devices.  ...  • MOCHA: In MOCHA [158] authors propose a mobilecloudlet-cloud architecture for face recognition application using mobile camera and hybrid infrastructures of nearby Cloudlet and distant immobile cloud  ... 
doi:10.1109/surv.2013.070813.00285 fatcat:77v7cyzdwrbonll45npxl4loxa

Cloud-Based Augmentation for Mobile Devices: Motivation, Taxonomies, and Open Challenges

Saeid Abolfazli, Zohreh Sanaei, Ejaz Ahmad, Abdullah Gani, Rajkumar Buyya
2014 Figshare  
mobile applications.  ...  resources in augmenting mobile devices.  ...  • MOCHA: In MOCHA [158] authors propose a mobilecloudlet-cloud architecture for face recognition application using mobile camera and hybrid infrastructures of nearby Cloudlet and distant immobile cloud  ... 
doi:10.6084/m9.figshare.1038330 fatcat:y3ybv3eujjbu3o45pbh3tgid4u

Architectural Patterns for the Design of Federated Learning Systems [article]

Sin Kit Lo, Qinghua Lu, Liming Zhu, Hye-young Paik, Xiwei Xu, Chen Wang
2021 arXiv   pre-print
Federated learning has received fast-growing interests from academia and industry to tackle the challenges of data hungriness and privacy in machine learning.  ...  The patterns are associated to the particular state transitions in a federated learning model lifecycle, serving as a guidance for effective use of the patterns in the design of federated learning systems  ...  Manager 4 :To support the collaboration of federated learning clients in industrial IoT environment, Industrial Metadata Management is introduced as a device metadata and asset data manager.  ... 
arXiv:2101.02373v3 fatcat:c436s4ylt5hnhbvt46q5jkcj6y

Big Data and cloud computing: innovation opportunities and challenges

Chaowei Yang, Qunying Huang, Zhenlong Li, Kai Liu, Fei Hu
2016 International Journal of Digital Earth  
Big Data has emerged in the past few years as a new paradigm providing abundant data and opportunities to improve and/or enable research and decision-support applications with unprecedented value for digital  ...  This paper surveys the two frontiers -Big Data and cloud computingand reviews the advantages and consequences of utilizing cloud computing to tackling Big Data in the digital earth and relevant science  ...  Acknowledgements We thank the anonymous reviewers for their insightful comments and reviews. Dr George Taylor reviewed a previous version of this manuscript.  ... 
doi:10.1080/17538947.2016.1239771 fatcat:qbcgqj2pcvbgja6dnnakoj2saa
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