bi trendek 2015€¦ · mobile mobile devices play a substantial role in the consumerziation of it...
TRANSCRIPT
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BI Trendek
2015
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New BI
Business Intelligence
Leading (BI) vendors will shift the emphasis of their new product investment from IT-authored production reports to business-user-driven data discovery and analysis tools.
IT’s role changing
With vendors specifically targeting the business for new products, IT’s role in BI will change from that of traditional gatekeeper to useful helper.
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Big Data
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6 Forrás: Cloudera
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Mi történik a világban?
Új technológiák
7
Yahoo, Facebook, Linkedin, Twitter, Ebay
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Mi történik a világban?
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Mi történik a világban?
Új szoftvercégek
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Hortonworks, Cloudera, MapR, MongoDB, Splunk
DataBricks, Alteryx
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Mi történik a világban?
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Mi történik a világban?
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Mi történik a világban?
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Mi történik a világban?
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Mi történik a világban?
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Adatalapú stratégiák
Adatalapú termékfejlesztés
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Spotify, Prezi, Netflix
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Adatalapú termékfejlesztés
16 Forrás: Spotify
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Adatalapú termékfejlesztés
17 Forrás: Netflix
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Adatalapú stratégiák
Adatalapú szolgáltatások
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Ajánlórendszerek, árazási segédek, hasonlósági keresők
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Adatalapú szolgáltatások
19 Forrás: eHarmony
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Adatalapú stratégiák
Adat mint termék
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Cégadatok, hirdetési információk, HR adatok
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Adat mint termék
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Forrás: cnet
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Adatalapú stratégiák
Adatalapú termékfejlesztés
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Adatalapú szolgáltatások
Adat mint termék
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Hadoop problémák
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Hadoop problémák
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Hadoop problémák
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Technológiák
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RDBMS – the walking dead?
28 Source: Dear John Letter, Bill Schmarzo, emc.com
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RDBMs are once ruled the world
Created for OLTP, used for everything
Balanced, smallish reads and writes
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OLTP RDMS
Read Write
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OLTP RDMS DWs
Read Write
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OLTP RDMS DWs
Logs
Sensors
IOT
Read Write
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OLTP RDMS DWs
Logs
Sensors
IOT
Read Write
Oracle
DB2
Microsoft
…
Teradata
Netezza
Vertica
….
InfluxDb
Cassandra
…
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RDBMs are once ruled the world
Created for OLTP, used for everything
Balanced, smallish reads and writes
Read-heavy workloads
Data warehousing, analytics
Write-intensive workloads
Logging, events, sensor data, timeseries
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Adatvizualáció
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Miért?
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Élénk piaci nyüzsgés
Új generációs kihívók
Veterán piaci szereplők
Számos off-BI termék
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Térképes elemzések
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Egyre általánosabb
Általános BI szoftverek
Specializálódó cégek
Térinformatikai szállítók
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Funkcionalitás
Térképek
Geokódolás
Megjelenítési és elemzési funkciók
Szelekció
Lefúrás
Szinkron a különböző nézetek között
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Storytelling
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Jelentkezések
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Jelentkezések - Korai fázis
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Jelentkezések - Középső fázis
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Jelentkezések - Végső fázis
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Szoftverek
Tableau
Qlik Sense
Yellowfin
SAP Lumira
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Kollaboráció
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Collaboration
Sharing of dashboards/reports
Commenting on values/reports
Support of workflows in the planning process
Collaborative analysis
Notification of changes of BI objects
Commenting on the progress of projects
Integration in a collaborative environment
Trackig of discussion histories
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Social BI example
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Collaboration tools
Context-aware notes & comments
Notifications
Strong/Weak networks identification
Content discovery
Activity measurement & pagerank
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Táblázatkezelők
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Mobil BI
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Mobile
Mobile devices play a substantial role in the
consumerziation of IT and of BI in particular
Many vendors have dashboards and
visualizations specifically for mobile
applications
Adoption rates for mobile BI are still relatively
low, but growing faster for mobile than for
other technologies.
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BI Trends
Mobil
Platform strategy: Dedicated or Universal
Device type and size
Extra features, positioning
Ease of development
Ease of use - new paradigms
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Mobile First
PDF és Excel problémák
Irány a HTML5, bármibe is kerül
Silverlight, Flash gondok
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Cloud BI
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Cloud BI
Gartner predicts a future in which BI
service providers are used as commonly
as BI products.
Although Cloud BI adoption rates are
relatively low, a number of service
providers have emerged that enable users
to perform analytics and queries via the
Cloud.
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Alternatives
Cloud Data -> Cloud BI
Local Data -> Cloud BI?
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BI Trends
Cloud support
Data Source in the cloud
DW in the cloud / BI in the cloud
Full stack/ Platform as a service
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Versenyelőny
Gyors
Nem igényel tőkét
Betörési lehetőség új területekre
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Önkiszolgáló BI
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BI Trends
Self-service BI - Task types
Creating analysis for personal use
Creating reports or dashboards for other business users
Manually accessing data sources
Monitoring data quality
Manual data cleansing
Monitoring and controlling automatic data import
Creating or modifying data models
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BI Trends
Self service BI - Data blending
merging/joining local and DW data sourcer by
the end user
On-the-fly vs. Build-and-store
Data governance challenges around reuse
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Ráadás
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BI Trends
Scalability types
Cluster support for scale out
In-database analytics
Hadoop and NOSQL connectivity
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In-memory scalability example
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BI Trends
Productivity
Time to market is key
Application Frameworks and public API
Solution specific packages
Industry vertical Apps
Embedding/OEM-ing