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CORSO: Big Data Architectures (B028463, B028462), Università degli studi di Firenze

B028462 - B028463 - BIG DATA ARCHITECTURES
Corso di Studio: B070 - INGEGNERIA INFORMATICA,
Università degli Studi di Firenze.

Contenuti:
--Overview del costo e del Lab (queste slide)
--Hadoop, MapReduce, Spark
--Batch and Data Stream processing: NIFI, Kafka, ETL, …
--Indexing and Search: SOLR, SOLR Sharded, Elastic Search
--Cloud: virtualizzazione, HA, DRS, FT, architetture
--Container: Marathon, Mesos, Docker
--Big Data Store: Hbase, Mongo
--IOT Architecture: AWS, Azure IOT, Google IOT, Snap4City IOT/IOE
--Big Data Analytics: prediction, early warning, anomaly detection
--Tools: snap4city.org, Km4city.org, Twitter vigilance
--Visual Analytics: Business intelligence, Dashboard
--Big data computing, Performance analysis
--Big data architectures


CORSO: Big Data Architectures, overview
Snap4City: IOT/IOE smart city https://www.snap4city.org Trafair: CEF project con varie Citta’ Mosaic: Mobility and transport model Smart City of Florence Metropolitan Area Km4City: http://www.km4city.org REPLICATE H2020, SCC1, EC flagship http://replicate-project.eu/ Sii-Mobility SCN MIUR: http://www.sii-mobility.org Feedback: reail and GDO Big Data analytics 5G with 3-Wind Open Fiber Estra Coll@bora Social Innovation, MIUR: http://www.disit.org/5479 RESOLUTE H2020, EC: http://www.resolute-eu.org TRACE-IT, RAISSS, TESYSRAIL, …. Mobile Emergency: http://www.disit.org/5404

Corso BigDataArc: Virtualizzazione e cloud
Elements of cloud Computing Motivation and definitions Virtualization Cloud Computing High Availability vSphere Infrastructure Security on the Cloud Conversions among VM and physical machines vCenter, datacenters and cluster management Comparison among virtual computing solutions How to work with Virtual Machines IaaS solutions SaaS Solutions PaaS Solutions ICARO project
 

Corso BigDataArc: Hadoop, Hbase, MapReduce
BigDataArc: Hadoop, Hbase, MapReduce





Corso BigDataArc: Hadoop vs performance, SOLR vs Elastic Search
BigDataArc: Hadoop, performance, SOLR vs Elastic Search






Durante il corso saranno effettuate esercitazioni su cluster hadoop, mapreduce, IOT application, containers, elastic search, twitter vigilance.
Questo stesso portale DISIT.ORG contiene molte slide e contenuti nel tema Big Data Architetture, Cloud, IOT, etc. fate delle ricerche. 

Modalità di verifica dell'apprendimento: un elaborato, small project

see
https://www.disit.org
Https://www.km4city.org
https://www.disit.org/tv
https://www.snap4city.org

Docente: Paolo Nesi, paolo.nesi@unifi.it
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