Data-Driven Operations - Practice realtime data analyse
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Cloud data warehouses promise speed, scalability and data security/governance, but they rarely talk about monitoring and cost increase when we go into production and we start to process large datasets. This short lecture would show basics of user and cost monitoring, using Snowflake as leading cloud data provider, but demonstrated principles are applicable to any platform, and will show importance of implementing and using a monitoring system, both from financial and security aspect. You don't need Snowflake experience to attend the class, just some interest in the topic of cloud governance.Similar to Data-Driven Operations - Practice realtime data analyse (20)
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[DSC Europe 23] Josip Saban - Cloud warehouse monitoring - Snowflake case stu...
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Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
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Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
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Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...
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The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
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Bob Boule
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Data-Driven Operations - Practice realtime data analyse
- 1. Data-Driven Operations Practice realtime data analyse @khsing
- 2. Who am I • Currently, I am a operations architect in SINA. • Focus on automation tools and devops method
- 3. What kind of data is for operations?
- 4. Before we talk data
- 5. How is one day of ops?
- 6. • Check the Dashboard and looks good. • Start work, write scripts or configurations • Suddenly, Receiving alert SMS/Email or problem reported by CS. • Start work with event/problem/outage
- 7. You are the Fireman http://www.flickr.com/photos/40699207@N05/3838012090/
- 8. Find the problem • take a look at Dashboard, Nagios, and monitor • grep logs from hundreds of host. • watch the network diagram • guess what is going wrong
- 10. Passive
- 11. Be Active
- 12. Let’s talk data
- 13. datas • Logs • Access log, error log, exception log, step log • Configuration Change log, Release log • Performance Measurement • Product operations data.
- 14. Logs • Success is useless. • Error is useful.
- 15. Process logs • Realtime or near realtime take big benefit • You can’t waste 1 hour when problem really happen • You have to feel problem before too many users blame.
- 17. Normal logs
- 18. Categorised logs
- 19. Performance Measurement • How fast when end-user visit our website? • Where are they come from? • Which datacenter are they visited? • What the slow/fast user ratio?
- 20. Product Operations Data • like DAU • Drop, Spike, Increase are event, need take action.
- 21. Change/Release log • Many problem come with Change or Release • You have to watch those data after you did a change or release. • Change/Release log have to visible on dashboard.
- 23. Be active
- 24. Don’t defensive
- 25. Attack is the best form of defence –Olbrich Desouza
- 26. Tools • Splunk - commercial • Logstash, ElasticSearch, Kibana • Graphite • StatsD
- 27. Q&A