Perinteisesti käytettävät tiedon (datan) tyypit

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1 Perinteisesti käytettävät tiedon (datan) tyypit Relaatiot Dokumentit Nämä muodostavat yhdessä vain 20% kaikesta käyttökelposesta datasta

2 LAITEDATA Datallasi on kerrottavaa sinulle. Kuunteletko sitä?

3 Mitä laitedata on? Sovellusten synnyttämää dataa Mobile app and website data People use mobile apps nearly 3 hours per day IT infrasta syntyvää dataa Network servers, cloud services Average cost of downtime for a datacenter is $300,000 per hour. Tietoturvadataa Firewall data, endpoint data Cybercrime will cost the world in excess of $6 trillion annually by 2021 Asiakkaista lähtöisin olevaa dataa Social media data, support call logs There are 2.8 billion social media users worldwide IOT dataa Temperature control, speed instruments 8.4 Billion Connected "Things" Will Be in Use in 2017

4 Mitä laitedata on? Datacenter Containers Servers Online Services Security Web Services Networks GPS Location Packaged Applications Search and Investigation Proactive Monitoring Operational Visibility Real-Time Business Insights Private Cloud Storage Desktops Messaging Custom Applications Public Cloud Online Shopping Cart Smartphones and Devices Telecoms Web Clickstreams RFID Call Detail Records Databases Energy Meters Enterprise Scalability

5 Miten laitedata auttaa vastaamaan asiakkaiden odotuksiin ja vaatimuksiin Edellytän Joustavaa ja personoitua palvelukokemusta Mobiili- ja verkkosovellusten vastaavan tarpeitani Datani olevan turvassa Voivani käyttää palveluita missä haluan ja million haluan.

6 Laitedatan keruu järjestelmien eri osista

7 Miten laitedata auttaa vastaamaan asiakkaiden odotuksiin ja vaatimuksiin Tähän tarvitaan End-to-end näkymää ympäristöjen läpi Yksityiskohtaista sovellusten käyttöstatistiikkaa Kykyä turvata yrityksen ja asiakkaiden data Keinoja pitää järjestelmät jatkuvasti kunnossa ja huipputeholla

8 Mistä tarvittava data löytyy? Datacenter Containers Servers Online Services Security Web Services Networks GPS Location Packaged Applications Search and Investigation Proactive Monitoring Operational Visibility Real-Time Business Insights Private Cloud Storage Desktops Messaging Custom Applications Public Cloud Online Shopping Cart Smartphones and Devices Telecoms Web Clickstreams RFID Call Detail Records Databases Energy Meters Enterprise Scalability

9 Miksi laitedatan hyväksikäyttö on ollut niin hankalaa? Laitedata on vaikeaselkoista eikä sen sisällöstä ole varmuutta. Sitä syntyy paljon ja sen käsittely vaatii skaalautumiskykyä. Aina ei tiedetä mitä sen avulla halutaan tietää.

10 [02/05/19 09:21:46 UTC] b1 StorageApi E com.ibm.wps.policy.commands.storageapi logexceptiongetpvsproperties EJQAB0061E: An ItemNotFoundException occurred in method logexceptiongetpvsproperties. com.ibm.portal.wpsexception: EJQAB0061E: An ItemNotFoundException occurred in method logexceptiongetpvsproperties. at com.ibm.wps.policy.commands.storageapi.logexceptiongetpvsproperties(storageapi.java:1202) at com.ibm.wps.policy.commands.storageapi.getpvsproperties(storageapi.java:1265) at com.ibm.wps.policy.services.policyservice.getpolicy(policyservice.java:191) Show all 12 lines [02/05/19 09:21:46 UTC] b1 StorageApi E com.ibm.wps.policy.commands.storageapi logexceptiongetpvsproperties EJQAB0061E: An ItemNotFoundException occurred in method logexceptiongetpvsproperties. com.ibm.portal.wpsexception: EJQAB0061E: An ItemNotFoundException occurred in method logexceptiongetpvsproperties. at com.ibm.wps.policy.commands.storageapi.logexceptiongetpvsproperties(storageapi.java:1202) at com.ibm.wps.policy.commands.storageapi.getpvsproperties(storageapi.java:1265) at com.ibm.wps.policy.services.policyservice.getpolicy(policyservice.java:191) Show all 12 lines [02/05/19 09:21:44 UTC] b1 StorageApi E com.ibm.wps.policy.commands.storageapi logexceptiongetpvsproperties EJQAB0061E: An ItemNotFoundException occurred in method logexceptiongetpvsproperties. com.ibm.portal.wpsexception: EJQAB0061E: An ItemNotFoundException occurred in method logexceptiongetpvsproperties. at com.ibm.wps.policy.commands.storageapi.logexceptiongetpvsproperties(storageapi.java:1202) at com.ibm.wps.policy.commands.storageapi.getpvsproperties(storageapi.java:1265) at com.ibm.wps.policy.services.policyservice.getpolicy(policyservice.java:191) Show all 12 lines [02/05/19 09:21:42 UTC] b1 ServletWrappe I SRVE0242I: [PA_WebScanner] [/wps/pa_webscanner] [/jsp/html/managesearchcollections.jsp]: Initialization successful. [02/05/19 09:21:42 UTC] b0 ServletWrappe I SRVE0242I: [PA_WCMLRingPortJSR286] [/wps/pa_wcmlringportjsr286] [Web Content Viewer (JSR 286)]: Initialization successful. [02/05/19 09:21:41 UTC] b0 ServletWrappe I SRVE0242I: [wps] [/wps] [PUBLIC_HANDLER_ ]: Initialization successful. [02/05/19 09:21:39 UTC] b1 PolicyService E com.ibm.wps.policy.services.policyservice getpolicy Exception calling storage api: com.ibm.portal.wpsexception: EJQAB0061E: An ItemNotFoundException occurred in method logexceptiongetpvsproperties. [02/05/19 09:21:38 UTC] b0 ServletWrappe I SRVE0242I: [PA_WCMLRingPortJSR286] [/wps/pa_wcmlringportjsr286] [/jsp/html/dyntitle.jsp]: Initialization successful.

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