Live Hangout: Strata 2015 Trends
summary
Forecasts for 2015 target concrete shifts: adoption of Spark and an upcoming spark camp for architecture lessons, ELK plus stream tools for real‑time event pipelines, and the rise of IoT/fog architectures that aggregate at the edge. Expect interest in right time analytics not instant-for-everything, data engineering patterns for robust integration, and operationalizing models with monitoring. Security gets specific: secure machine learning and adversarial analytics for recommendation and regulatory systems. Proposal advice: send videos, multiple case studies, no vendor pitches, and avoid unprepared panels.
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chapters (14)
- 0:00Introduction
- 2:30Trends
- 8:17What are you looking for
- 12:23Real time
- 16:24Early adopters
- 21:58Algorithmic regulation
- 24:33Adversarial obfuscation
- 30:40Ethnography
- 36:39Industry Dynamics
- 42:46Proposals
- 45:44Takeaways
- 48:44Thoughts on panels
- 51:29Submissions
- 54:28Conclusion
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