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IOSTACK

Software Defined Storage for Big Data

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EC-Contrib. €

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Partnership

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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 ES (TARRAGONA) coordinator 551˙125.00
2    IBM ISRAEL - SCIENCE AND TECHNOLOGY LTD IL (PETACH TIKVA) participant 788˙351.00
3    MPSTOR Limited IE (Cork) participant 620˙625.00
4    EURECOM FR (BIOT) participant 496˙847.00
5    BARCELONA SUPERCOMPUTING CENTER - CENTRO NACIONAL DE SUPERCOMPUTACION ES (BARCELONA) participant 397˙250.00
6    GRIDPOCKET SAS FR (VALBONNE SOPHIA ANTIPOLIS) participant 205˙750.00
7    ARCTUR RACUNALNISKI INZENIRING DOO SI (NOVA GORICA) participant 145˙375.00
8    IDIADA AUTOMOTIVE TECHNOLOGY SA 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

year authors and title journal last update
List of publications.
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 Dell’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 Sánchez-Artigas, Pedro García-López, Lluís Pàmies-Juàrez
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 Rodríguez, Pedro García-López, and Marc Sánchez-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 Raúl Gracia-Tinedo, Cristian Cotes, Edgar Zamora-Gómez, Genís Ortiz, Adrián Moreno-Martínez, Marc Sánchez-Artigas, Pedro García-López, Raquel Sánchez, Alberto Gómez, 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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