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BigDataStack- D7.4 Dissemination and Standardisation

Luis Tomas Bolivar, Marieke Willems, Andrea Schillaci, Miki Kenneth, Stephanie Parker, Paolo Lombardi, Silvana Muscella, Yosef Moatti, Stavroula Meimetea
<span title="2020-08-28">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Facilitating and increasing the uptake of BigDataStack results, a specific task on standardisation was set in place.  ...  WP7 Dissemination, Exploitation, Standardisation and Roadmapping provides a practical business model which the project's stakeholders may effectively use with a roll-out plan to different target entities  ...  List of tables List of figures BigDataStack delivers a complete high-performance stack of technologies addressing the needs of data operations and applications.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4005565">doi:10.5281/zenodo.4005565</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/euzcnrq6jrh63gawq2x7sudhty">fatcat:euzcnrq6jrh63gawq2x7sudhty</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220205224545/https://zenodo.org/record/4005565/files/BigDataStack_D7.4_V1.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f8/51/f8519f6d87fe1a3a459f85078cffe6b8fe4cbcfd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4005565"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

BigDataStack - D2.4 Conceptual model and Reference architecture

Dimosthenis Kyriazis, Orlando Avila-García, Konstantinos Chaidogiannos, Bin Cheng, Ismael Cuadrado-Cordero, Christos Doulkeridis, Eleni Fotopoulou, Jonathan Fuerst, Konstantinos Giannakakis, Kostas Giannakopoulos, Gal Hammer, Ricardo Jimenez (+17 others)
<span title="2020-08-27">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
This deliverable describes the key functionalities of the overall architecture, the interactions between the main building blocks and their components,  ...  In this way, BigDataStack will address the emerging needs of big data operations and data-intensive applications.  ...  Key offerings BigDataStack offerings are depicted through a full "stack" that aims at not only facilitating the needs of data operations and applications (all of which tend to be data-intensive), but facilitating  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4004254">doi:10.5281/zenodo.4004254</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dm2x6dwz4jbkzgart5zpyeguqi">fatcat:dm2x6dwz4jbkzgart5zpyeguqi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200829100643/https://zenodo.org/record/4004255/files/BigDataStack_D2.4_v1.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c3/f7/c3f7bb4c800abcae688924dd90d76daa147038ae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4004254"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

BigDataStack - D2.6 Conceptual model and Reference architecture - III

Dimosthenis Kyriazis, Mauricio Fadel Argerich, Orlando Avila-García, Ainhoa Azqueta, Bin Cheng, Ismael Cuadrado-Cordero, Christos Doulkeridis, Kostas Giannakopoulos, Gal Hammer, Ricardo Jimenez, Michele Iorio, Konstantinos Kalaboukas (+19 others)
<span title="2020-08-27">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
This deliverable is a refinement of the key functionalities of the overall architecture, the interactions between the main building blocks and their components, as they were described in the previous version  ...  of the architecture (Deliverable D2.5 - Conceptual model and Reference architecture II).  ...  The overall objective is for BigDataStack to address the emerging needs of big data operations and data-intensive applications.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4004585">doi:10.5281/zenodo.4004585</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tiocxddpunerdkdh67qc5hhvzq">fatcat:tiocxddpunerdkdh67qc5hhvzq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200829141339/https://zenodo.org/record/4004585/files/BigDataStack_D2.6_v1.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e6/e6/e6e64d1211856515f51b944538f7bfc58bcfc426.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4004585"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

BigDataStack - D2.5 Conceptual model and Reference architecture - II

Dimosthenis Kyriazis, Mauricio Fadel Argerich, Orlando Avila-García, Ainhoa Azqueta, Bin Cheng, Ismael Cuadrado-Cordero, Christos Doulkeridis, Kostas Giannakopoulos, Gal Hammer, Ricardo Jimenez, Konstantinos Kalaboukas, Sophia Karagiorgou (+16 others)
<span title="2020-08-27">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
This deliverable is a refinement of the key functionalities of the overall architecture, the interactions between the main building blocks and their components, as they were described in the previous version  ...  of the architecture (Deliverable D2.4 - Conceptual model and Reference architecture).  ...  The overall objective is for BigDataStack to address the emerging needs of big data operations and data-intensive applications.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4004511">doi:10.5281/zenodo.4004511</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/igfzkqcsyvbtbklbiv6hm4el4q">fatcat:igfzkqcsyvbtbklbiv6hm4el4q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200829050303/https://zenodo.org/record/4004511/files/BigDataStack_D2.5_v2.1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a7/e8/a7e85ac7a8325f851bc41a952df07ec41b3431ce.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4004511"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

BigDataStack - D5.1 WP 5 Scientific Report and Prototype Description - Y1

Amaryllis Raouzaiou, Konstantinos Giannakakis, George Kousiouris, Sophia Karagiorgou, Nikos Lykousas, Pavlos Kranas, Ricardo Manuel Pereira Vilaça, Jacob Roldan, Francisco Ballesteros, Patricio Martinez, Christos Doulkeridis, Peter Jason Gould (+5 others)
<span title="2020-08-28">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
BigDataStack delivers a complete high-performant stack of technologies addressing the needs of data operations and applications.  ...  BigDataStack's holistic solution incorporates approaches for data-focused application analysis and dimensioning, and process modelling towards increased performance, agility and efficiency.  ...  Versioning and contribution history BigDataStack delivers a complete high-performant stack of technologies addressing the needs of data operations and applications.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4005504">doi:10.5281/zenodo.4005504</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aw3i6o2pmrce7ggf2yt3afd3pe">fatcat:aw3i6o2pmrce7ggf2yt3afd3pe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200829131438/https://zenodo.org/record/4005504/files/BigDataStack_D5.1_v1.0%20%281%29.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/60/56/6056ea07b1eb58a2967d8421037f6c3f24497579.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4005504"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

BigDataStack - D2.1 State of the art and Requirements analysis - I

Orlando Avila-García, Paula Ta-Shma, Yosef Moatti, Everton Luís Berz, Ana Juan Ferrer, Ana Belén González Méndez, Bernat Quesada, Alberto Soler, Stathis Plitsos, Konstantinos Giannakakis, Amaryllis Raouzaiou, Pavlos Kranas (+13 others)
<span title="2020-08-27">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
This is the first version of the state-of-the-art and requirements analysis to drive the architecture and research effort in BigDataStack.  ...  They have also been tracked during the project lifetime so far to ensure that the BigDataStack platform will be fully addressed and properly considered.  ...  STA-01 SMEs and big industries Satisfy their internal data needs to develop new offering and/or streamline operations by utilizing BigDataStack services offered by application and data providers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4004048">doi:10.5281/zenodo.4004048</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dbxtbfjenvenlecpjz37lf6ksy">fatcat:dbxtbfjenvenlecpjz37lf6ksy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200829070727/https://zenodo.org/record/4004049/files/BigDataStack_D2.1_v1.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/47/7b/477bfe9e0da258f3cb2a4aed98fce43886407b8f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4004048"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

European Big Data Research for Industry. 3 projects. 7 sectors. 9 applications. 41 software components. Now what?

BigDataStack.EU, I-BiDaaS, Track&Know
<span title="2020-12-09">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
BigData research projects Track and Know (Big Data for Mobility Tracking Knowledge Extraction in Urban Areas), BigDataStack (High-performance data-centric stack for BigData applications and operations)  ...  and I-BiDaaS (Industrial-Driven Big Data as a Self-Service Solution) host a session bringing together their research highlights barriers to adoption of BigData research in different sectors as well as  ...  -Holistic Stack for Big Data Applications and Operations BigDataStack delivers a complete high-performance stack of technologies addressing the emerging needs of data operations and applications.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4326876">doi:10.5281/zenodo.4326876</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/652jndmzbjcufcrn7ucvwzb77e">fatcat:652jndmzbjcufcrn7ucvwzb77e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201219055402/https://zenodo.org/record/4326876/files/BigDataStack_I-BiDaaS_TrackKnow_Report_EBDVF2020_Dec2020_final.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/70/33/703309d38758244b566c01e9850902f75d794232.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4326876"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

D7.5 Dissemination, Standardisation and Adoption Roadmap

Marieke Willems, Andrea Schillaci, Diego Simoni, Silvana Muscella, Luis Tomas, Ana Bélen
<span title="2020-12-23">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
big data programmers and practitioners, research community, standardisation bodies, Ensure an effective communication strategy and plan has been put in place, Facilitate and increase the uptake of BigDataStack  ...  The main objectives of WP7 are to: Provide a practical business model to which the project's stakeholders may effectively use with a roll-out plan to different target entities such as decision makers,  ...  holistic data-driven stack for big data application s and operations Scientific paper presentation ·Awareness raised with technical, researcher and academic audiences ·Open access published  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4389794">doi:10.5281/zenodo.4389794</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/43m6x4kknffktkopnotlqhfbai">fatcat:43m6x4kknffktkopnotlqhfbai</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210102212019/https://zenodo.org/record/4389794/files/D7.5%20Dissemination%2C%20Standardisation%20and%20Adoptio%20Roadmap_V1.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/37/e5/37e513fa42db81e4664532e4095e2831df0dee4f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4389794"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

D1.2 – Innovation Potential: Initial Plan and Activities

Amaryllis Raouzaiou, Stathis Plitsos, Sophia Karagiorgou, Stavroula Meimetea, Yosef Moatti, Pavlos Kranas, Richard Mccreadie, Orlando Avila-García, Ismael Cuadrado-Cordero, Bernat Quesada, Christos Doulkeridis, Peter Jason Gould (+9 others)
<span title="2020-12-09">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
A section is devoted to each main building block of the architecture (i.e. data-driven infrastructure management, data-as-a-service, as well as dimensioning, modelling, and interaction services), presenting  ...  Moreover, it presents the priorities we set up based on Big Data Value Association (BDVA) priorities, the Innovation Strategy Plan and the IPR management approach.  ...  BigDataStack provides a holistic, innovative solution for big data applications and operations that no product in the market is currently able to offer. 1 -THE MONITORED COMPONENTS OF DATA-DRIVEN INFRASTRUCTURE  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4313032">doi:10.5281/zenodo.4313032</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hkrvfp4h3zdcdachzw6pv4isi4">fatcat:hkrvfp4h3zdcdachzw6pv4isi4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201210030305/https://zenodo.org/record/4313033/files/BigDataStack_D1.2_v1.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/78/ab/78abbc27faf7e5bd59302244e42e59b9377fa66c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4313032"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Big Data Pilot Demo Days: I-BiDaaS Application to the Manufacturing Sector Webinar

Dusan Jakovetic, Giuseppe Danilo Spennacchio
<span title="2020-07-14">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Hosted by BDV PPP, BigDataStack, I-BiDaaS, Track & Know and Policy Cloud joined forces in a series of online demonstrations of innovative Big Data Technologies unlocking the potential of various applications  ...  The main goal of this big data pilot webinar was to demonstrate in a step by step fashion the I-BiDaaS self-service solution and its application to the manufacturing sector.  ...  56 Production Process of Aluminium Die Casting -demo Maintenance and Monitoring of production assets  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3944664">doi:10.5281/zenodo.3944664</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hi6bjyrvwfazxfnqtrrjykze54">fatcat:hi6bjyrvwfazxfnqtrrjykze54</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200721140916/https://zenodo.org/record/3944665/files/BDPDD_ibidaas_CRF.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3944664"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

D4.2 – WP4 Scientific Report and Prototype Description – Y2

Yosef Moatti, Stathis Plitsos, Paula Ta Shma, Guy Khazma, Javier López Moratalla, Sandra Ebro, Pavlos Kranas, Luis Tomás Bolívar, Marta Patiño, Ainhoa Azqueta, Christos Doulkeridis, Maria Kanakari (+2 others)
<span title="2021-01-15">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
The BigDataStack project was conceived as a data centric environment, integrating approaches for Data as a Service.  ...  A full demonstration of the capabilities offered by the data services has been performed during the interim review of the project, in which all the components have been integrated and interacted to demonstrate  ...  The envisioned BigDataStack platform capabilities could not be realized without a full stack that can facilitate the requirements of Big Data operations and applications.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4442297">doi:10.5281/zenodo.4442297</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z35hkxcy2jbq7go7cgwscrezm4">fatcat:z35hkxcy2jbq7go7cgwscrezm4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210121070916/https://zenodo.org/record/4442297/files/D4.2_v1.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c8/49/c849c8933a2abd2b2c2b039b84d9e4d762d247b3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4442297"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

D4.3 – WP4 Scientific Report and Prototype Description – Y3

Yosef Moatti, Paula Ta Shma, Guy Khazma, Javier López Moratalla, Jacob Roldan, Rogelio Rodriguez, Luis Tomás Bolívar, Marta Patiño, Ainhoa Azqueta, George Makridis, Christos Doulkeridis, Maria Kanakari (+4 others)
<span title="2021-01-15">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
The BigDataStack project was conceived as a data centric environment, integrating approaches for Data as a Service (DaaS).  ...  The data services of this environment are naturally at the core of BigDataStack and are covered in this deliverable in terms of design specification as well as in terms of integration and experimentation  ...  The BigDataStack environment capabilities could not have been realized without a full stack that answers the requirements of Big Data operations and applications.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4442344">doi:10.5281/zenodo.4442344</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dd3d7d3hofcp5gn7lrmxwmrdr4">fatcat:dd3d7d3hofcp5gn7lrmxwmrdr4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210123172825/https://zenodo.org/record/4442345/files/D4.3_v1.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d3/d8/d3d8a3267f56ae114b9db95bc523eca26ba2de00.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4442344"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

I-BiDaaS - D6.5: Assessment Report and Impact Analysis

Ioannis Arapakis
<span title="2020-12-31">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Considering the evaluation methodology defined in Deliverable 1.3 [1], all KPIs are reported for each component of the platform both in operational terms (cost, service levels, etc.) and technical terms  ...  This deliverable provides a critical assessment and impact analysis of the final I-BiDaaS solution.  ...  BigDataStack -Holistic Stack for BigData Applications and Operations (GA # 779747) 50 4. Track&Know -Big Data for Mobility Tracking Knowledge Extraction in Urban Areas (GA # 780754) 51 5.  ... 
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PolicyCLOUD D4.3 Reusable Model & Analytical Tools: Design and Open Specification 2

Ofer Biran, Oshrit Feder, Yosef Moatti, Pavlos Kranas, Javier Pereira, Alejandro Ramiro, María Ángeles Sanguino, Tomás Pariente, Argyro Mavrogiorgou, Thanos Kiourtis, George Manias, Nikitas Sgouros (+4 others)
<span title="2022-08-31">2022</span> <i title="Zenodo"> Zenodo </i> &nbsp;
In section 4 we present in D4.3 a major update of the "Social Dynamics and Behavioral Data Analytics" technology (4.3).  ...  In essence, the Data Acquisition and Analytics Layer provides an extensible framework for data source and analytic tools, controlling the full data pass from the data sources through filtering, transformation  ...  Hence, Semantic Interoperability is a key enabler for the policy makers as it enhances the exploitation of Big Data and improves data understanding.  ... 
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D4.1 REUSABLE MODEL & ANALYTICAL TOOLS: DESIGN AND OPEN SPECIFICATION 1

Ofer Biran, Oshrit Feder, Sandra Ebro, Alejandro Ramiro, María Ángeles Sanguino, Jorge Montero, Argyro Mavrogiorgou, Thanos Kiourtis, George Manias, Nikitas Sgouros, Kostas Nasias
<span title="2020-09-03">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Internal architecture of the Integrated Acquisition and Analytics Layer, responsible for the integration of analytical tools in extensible manner, registration of new data sources and applying the required  ...  Specification and design of the built-in analytics tools for Situational Knowledge, Opinion Mining & Sentiment Analysis, Social Dynamics & Behavioral Data analysis.  ...  for migrating data from the operational datastore to a data warehouse that can be used for analytics.  ... 
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