Conference:March 6-8, 2017
Workshops:March 9-10, 2017
Workshop: Beyond Relational:Applying Big Data Cloud Patterns
Location:
- Abbey, 4th flr.
When:
- Thursday
Key takeaways
Categorization and category leaders for database system types, i.e. RDBMS, NoSQL, Hadoop, and then within NoSQL, K/V, Wide-column, Document and Graph
Realistic paths to move from on premise to migrating and migrated database projects
Tradeoffs between big relational and non-relational databases
When to use Hadoop - and when not to use it and why
Cloud database products mapped to value for solution type
Prerequisites
- Some experience with database design and development
- About 50-60% of the time will be devoted to paper-based exercises and working in groups and pairs, the rest will be lecture
In this full-day workshop, you will learn applied big data solution patterns. most often, but not always using the public cloud.We'll cover Amazon Web Services and Google Cloud Platform, and work with in small groups to design solutions for common scenarios.
We'll discuss database categories, products and understand actual cost to use one or more database types in your solution(s). Using combinations of Big Relational (for hot, cold or cold data), and one or more types from the NoSQL category (Key-value, Wide-column, Document or Graph) and sometimes even along with NewSQL, we'll design implementable solutions. We'll also cover what types of problems are best suited to the Hadoop ecosystem (including use of Spark and the associated libraries).
We'll also look at product maturity (particularly surrounding cloud products such as AWS' Aurora, Athena and Google's Big Query and Big Table). Also we'll examine widely used partner products, such as ETL or visualization tools.
Finally, we'll look at data load-testing patterns and security practices, including considerations around connecting between different vendor clouds.
Other Workshops:
Tracks
-
Architecting for Failure
Building fault tolerate systems that are truly resilient
-
Architectures You've Always Wondered about
QCon classic track. You know the names. Hear their lessons and challenges.
-
Modern Distributed Architectures
Migrating, deploying, and realizing modern cloud architecture.
-
Fast & Furious: Ad Serving, Finance, & Performance
Learn some of the tips and technicals of high speed, low latency systems in Ad Serving and Finance
-
Java - Performance, Patterns and Predictions
Skills embracing the evolution of Java (multi-core, cloud, modularity) and reenforcing core platform fundamentals (performance, concurrency, ubiquity).
-
Performance Mythbusting
Performance myths that need busting and the tools & techniques to get there
-
Dark Code: The Legacy/Tech Debt Dilemma
How do you evolve your code and modernize your architecture when you're stuck with part legacy code and technical debt? Lessons from the trenches.
-
Modern Learning Systems
Real world use of the latest machine learning technologies in production environments
-
Practical Cryptography & Blockchains: Beyond the Hype
Looking past the hype of blockchain technologies, alternate title: Weaselfree Cryptography & Blockchain
-
Applied JavaScript - Atomic Applications and APIs
Angular, React, Electron, Node: The hottest trends and techniques in the JavaScript space
-
Containers - State Of The Art
What is the state of the art, what's next, & other interesting questions on containers.
-
Observability Done Right: Automating Insight & Software Telemetry
Tools, practices, and methods to know what your system is doing
-
Data Engineering : Where the Rubber meets the Road in Data Science
Science does not imply engineering. Engineering tools and techniques for Data Scientists
-
Modern CS in the Real World
Applied, practical, & real-world dive into industry adoption of modern CS ideas
-
Workhorse Languages, Not Called Java
Workhorse languages not called Java.
-
Security: Lessons Learned From Being Pwned
How Attackers Think. Penetration testing techniques, exploits, toolsets, and skills of software hackers
-
Engineering Culture @{{cool_company}}
Culture, Organization Structure, Modern Agile War Stories
-
Softskills: Essential Skills for Developers
Skills for the developer in the workplace