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IOSTACK

Software Defined Storage for Big Data

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

IOSTACK project word cloud

Explore the words cloud of the IOSTACK project. It provides you a very rough idea of what is the project "IOSTACK" about.

creation policies qos strive nova apache specialized hadoop batch sahara virtualization openstack thanks intensive analytics persistent flexible service object components toolkit deployment virtualizing optimizing orchestration cinder reduce spark instances software data performance networking tools caching sds migration provisioning store minimize close prefetching scalable made storage manner model permanent hardware strategies native efficient algorithms sensitive compute platform taxing ephemeral placement big latency swift disaggregation analytic function automated initial optimize virtualized running stack models iostack implies services policy usability virtual workloads create mechanisms

Project "IOSTACK" data sheet

The following table provides information about the project.

Coordinator	UNIVERSITAT ROVIRA I VIRGILI Organization address address: CARRER DE ESCORXADOR city: TARRAGONA postcode: 43003 website: http://www.urv.cat contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Spain [ES]
Project website	http://www.iostack.eu
Total cost	3˙318˙624 €
EC max contribution	3˙318˙624 € (100%)
Programme	1. H2020-EU.2.1.1.3. (Future Internet: Software, hardware, Infrastructures, technologies and services)
Code Call	H2020-ICT-2014-1
Funding Scheme	RIA
Starting year	2015
Duration (year-month-day)	from 2015-01-01 to 2017-12-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	UNIVERSITAT ROVIRA I VIRGILI UNIVERSITAT ROVIRA I VIRGILI Organization address address: CARRER DE ESCORXADOR city: TARRAGONA postcode: 43003 website: http://www.urv.cat contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (TARRAGONA)	coordinator	551˙125.00
2	IBM ISRAEL - SCIENCE AND TECHNOLOGY LTD IBM ISRAEL - SCIENCE AND TECHNOLOGY LTD Organization address address: 94 DERECH EM-HAMOSHAVOT city: PETACH TIKVA postcode: 49527 website: www.haifa.il.ibm.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IL (PETACH TIKVA)	participant	788˙351.00
3	MPSTOR Limited MPSTOR Limited Organization address address: Rubicon Centre city: Cork postcode: Bishopstown website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IE (Cork)	participant	620˙625.00
4	EURECOM EURECOM Organization address address: ROUTE DES CHAPPES 450 CAMPUS SOPHIATECH city: BIOT postcode: 6410 website: www.eurecom.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (BIOT)	participant	496˙847.00
5	BARCELONA SUPERCOMPUTING CENTER - CENTRO NACIONAL DE SUPERCOMPUTACION BARCELONA SUPERCOMPUTING CENTER - CENTRO NACIONAL DE SUPERCOMPUTACION Organization address address: Calle Jordi Girona 31 city: BARCELONA postcode: 8034 website: www.bsc.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (BARCELONA)	participant	397˙250.00
6	GRIDPOCKET SAS GRIDPOCKET SAS Organization address address: ROUTE DE CRETES 300 city: VALBONNE SOPHIA ANTIPOLIS postcode: 6560 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (VALBONNE SOPHIA ANTIPOLIS)	participant	205˙750.00
7	ARCTUR RACUNALNISKI INZENIRING DOO ARCTUR RACUNALNISKI INZENIRING DOO Organization address address: INDUSTRIJSKA CESTA 1A city: NOVA GORICA postcode: 5000 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	SI (NOVA GORICA)	participant	145˙375.00
8	IDIADA AUTOMOTIVE TECHNOLOGY SA IDIADA AUTOMOTIVE TECHNOLOGY SA Organization address address: L ALBORNAR city: SANTA OLIVA postcode: 43710 website: www.idiada.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (SANTA OLIVA)	participant	113˙300.00

Map

Project objective

The main objective is to create IOStack: a Software Defined Storage toolkit for Big Data on top of the OpenStack platform. IOStack will enable efficient execution of virtualized analytics applications over virtualized storage resources thanks to flexible, automated, and low cost data management models based on software defined storage (SDS). Major challenges are:

1) Storage and compute disaggregation and virtualization. Virtualizing data analytics to reduce costs implies disaggregation of existing hardware resources. This requires the creation a virtual model for compute, storage and networking that allows orchestration tools to manage resources in an efficient manner. We will provide policy-based provisioning tools so that the provisioning of virtual components for the analytics platform is made according to the set of QoS policies.

2) SDS Services for Analytics. The objective is to define, design, and build a stack of SDS data services enabling virtualized analytics services with improved performance and usability. Among these services we include native object store analytics that will allow running analytics close to the data without taxing initial migration, data reduction services, specialized persistent caching mechanisms, advanced prefetching, and data placement.

3) Orchestration and deployment of big data analytics services. The objective is to design and build efficient deployment strategies for virtualized analytic-as-a-service instances (both ephemeral and permanent). In particular, the focus of this work is on data-intensive systems such as Apache Hadoop and Apache Spark, which enable users to define both batch and latency-sensitive analytics. This objective includes the design of scalable algorithms that strive at optimizing a service-wide objective function (e.g., optimize performance, minimize cost) under different workloads.

Finally, we will create a SDS toolkit for Big Data on top of the OpenStack projects Sahara, Cinder, Nova and Swift.

Deliverables

List of deliverables.
SDS Toolkit initial prototype	Documents, reports	2019-04-29 08:19:50
System Monitoring Design and Preliminary Evaluation	Documents, reports	2019-04-29 08:19:49
Public release of the IOStack Toolkit	Documents, reports	2019-04-29 08:19:50
Communication plan for dissemination	Documents, reports	2019-04-29 08:19:49
System object model design	Documents, reports	2019-04-29 08:19:50
Consolidated System Monitoring and Deployment Tools	Documents, reports	2019-04-29 08:19:49
System Deployment Strategies	Documents, reports	2019-04-29 08:19:49
Final dissemination, exploitation, and standardization report	Documents, reports	2019-04-29 08:19:50
Data Management Plan	Documents, reports	2019-04-29 08:19:49
Community involvement, workshop, and dissemination report	Documents, reports	2019-04-29 08:19:50
Design and implementation progress report	Documents, reports	2019-04-29 08:19:49
Prototype and initial evaluation	Documents, reports	2019-04-29 08:19:49
Second Period Management Report	Documents, reports	2019-04-29 08:19:49
Summary and demonstration of results	Documents, reports	2019-04-29 08:19:49
Reference implementation of architectural building blocks	Documents, reports	2019-04-29 08:19:50
First Period Management Report	Documents, reports	2019-04-29 08:19:50
IOStack Architecture Specs and Benchmarking framework	Documents, reports	2019-04-29 08:19:50
Stable release and specifications of the SDS framework for analytics	Documents, reports	2019-04-29 08:19:49

Take a look to the deliverables list in detail: detailed list of IOSTACK deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2017	Kurt Cutajar, Edwin V. Bonilla, Pietro Michiardi, Maurizio Filippone Random Feature Expansions for Deep Gaussian Processes published pages: 884-893, ISSN: 1938-7228, DOI:	Proceedings of the 34th International Conference on Machine Learning 70	2019-05-30
2016	Alessandro Lulli, Matteo Dellâ€™Amico, Pietro Michiardi, Laura Ricci NG-DBSCAN: Scalable Density-Based Clustering for Arbitrary Data published pages: 157-168, ISSN: 2150-8097, DOI:	Proceedings of the VLDB Endowment 10/3	2019-05-30
2016	Rahma Chaabouni, Marc SÃ¡nchez-Artigas, Pedro GarcÃa-LÃ³pez, LluÃs PÃ mies-JuÃ rez The power of swarming in personal clouds under bandwidth budget published pages: 48-71, ISSN: 1084-8045, DOI: 10.1016/j.jnca.2016.02.006	Journal of Network and Computer Applications 65	2019-05-30
2016	Marc Ruiz RodrÃguez, Pedro GarcÃa-LÃ³pez, and Marc SÃ¡nchez-Artigas TallyNetworks: Protecting Your Private Opinions with Edge-centric Computing published pages: , ISSN: , DOI:	LSDVE 2016, 4th Workshop on Large Scale Distributed Virtual Environments To appear	2019-05-30
2016	Raul Gracia-Tinedo, Pedro Garcia-Lopez, Marc Sanchez-Artigas, Josep Sampe, Yosef Moatti, Eran Rom, Dalit Naor, Ramon Nou, Toni Cortes, William Oppermann, Pietro Michiardi IOStack: Software-Defined Object Storage published pages: 10-18, ISSN: 1089-7801, DOI: 10.1109/MIC.2016.46	IEEE Internet Computing 20/3	2019-05-30
2018	Marc Sanchez-Artigas Enhancing Tree-Based ORAM Using Batched Request Reordering published pages: 590-604, ISSN: 1556-6013, DOI: 10.1109/tifs.2017.2762824	IEEE Transactions on Information Forensics and Security 13/3	2019-05-30
2017	Ramon Nou, Alberto Miranda, Marc Siquier, Toni Cortes Improving OpenStack Swift interaction with the I/O Stack to enable Software Defined Storage published pages: , ISSN: , DOI:	Proceedings of the 7th IEEE International Symposium on Cloud and Service Computing	2019-05-30
2017	Raul Saiz-Laudo, Marc Sanchez-Artigas, Pedro Garcia-Lopez RSD: Rate-Based Sync Deferment for Personal Cloud Storage Services published pages: 2384-2387, ISSN: 1089-7798, DOI: 10.1109/lcomm.2017.2731848	IEEE Communications Letters 21/11	2019-05-30
2018	RaÃºl Gracia-Tinedo, Cristian Cotes, Edgar Zamora-GÃ³mez, GenÃs Ortiz, AdriÃ¡n Moreno-MartÃnez, Marc SÃ¡nchez-Artigas, Pedro GarcÃa-LÃ³pez, Raquel SÃ¡nchez, Alberto GÃ³mez, Anastasio Illana Giving wings to your data: A first experience of Personal Cloud interoperability published pages: 1055-1070, ISSN: 0167-739X, DOI: 10.1016/j.future.2017.01.027	Future Generation Computer Systems 78	2019-05-30

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