Introduction Presentation about NoSQL
Agenda:
- Why NoSQL
- What is NoSQL
- Distribution Models
- The CAP Theorem
- NoSQL Types
- NoSQL or Relational or Both
- Demo!
We will take a deep dive into ArangoDB (https://www.arangodb.com/) together with Max (https://www.linkedin.com/in/maxneunhoeffer) one of the core developers of the product.
ArangoDB is a multi-model database, which means that it is a document store, a key/value store and a graph database, all in one engine and with a query language that supports all three data models, as well as joins and transactions. Queries can use a single data model or can even mix them.
ArangoDB scales out horizontally with convenient cluster deployment using Apache Mesos. Furthermore, the HTTP API can easily be extended by server-side JavaScript code using high performance access to the C++ database core.
During the talk I will show all these features using several different cloud deployments, since in most projects one will not deploy a ArangoDB monolith, but rather multiple instances, each either a possibly replicated single server, or a cluster. This demonstrates that all these properties together make ArangoDB a very useful and valuable tool in modern microservice oriented architectures.
Visual Studio Live presentation on RavenDB. Introduces the concept of NoSQL databases and then takes you on a quick tour of the RavenDB .NET SDK - simple LINQ queries, loading related documents, dynamic and static indexes, and full-text search with Lucene and query suggestions.
This presentation contains the introduction to NOSQL databases, it's types with examples, differentiation with 40 year old relational database management system, it's usage, why and we should use it.
High level look at RavenDB features presented as a 10 minute lightning talk at the Nov 19 2013 BTVWag.org meeting of 8 lightning talks on NoSQL databases.
NoSQL, as many of you may already know, is basically a database used to manage huge sets of unstructured data, where in the data is not stored in tabular relations like relational databases. Most of the currently existing Relational Databases have failed in solving some of the complex modern problems like:
• Continuously changing nature of data - structured, semi-structured, unstructured and polymorphic data.
• Applications now serve millions of users in different geo-locations, in different timezones and have to be up and running all the time, with data integrity maintained
• Applications are becoming more distributed with many moving towards cloud computing.
NoSQL plays a vital role in an enterprise application which needs to access and analyze a massive set of data that is being made available on multiple virtual servers (remote based) in the cloud infrastructure and mainly when the data set is not structured. Hence, the NoSQL database is designed to overcome the Performance, Scalability, Data Modelling and Distribution limitations that are seen in the Relational Databases.
Extensible Database APIs and their role in Software ArchitectureMax Neunhöffer
This event will start with a presentation on “Extensible database APIs and their role in software architecture”, centered around JavaScript. This will be followed by a hands-on interactive workshop. Participants with their own computers will learn how to create a small web application with a database backend, within the session, using only JavaScript. This will be a guided hands-on session using the multi-model NoSQL database ArangoDB and its Foxx JavaScript extension framework. Presenting this workshop will be Max Neunhöffer from https://www.arangodb.com/.
SSIS: Flow tasks, containers and precedence constraintsKiki Noviandi
SSIS components such as Flow Task, Container and priority constraints become important parts in conducting ETL Processes, Explanation of SSIS architecture, Control Flow and Data Flow are the main topics in this presentation
We will take a deep dive into ArangoDB (https://www.arangodb.com/) together with Max (https://www.linkedin.com/in/maxneunhoeffer) one of the core developers of the product.
ArangoDB is a multi-model database, which means that it is a document store, a key/value store and a graph database, all in one engine and with a query language that supports all three data models, as well as joins and transactions. Queries can use a single data model or can even mix them.
ArangoDB scales out horizontally with convenient cluster deployment using Apache Mesos. Furthermore, the HTTP API can easily be extended by server-side JavaScript code using high performance access to the C++ database core.
During the talk I will show all these features using several different cloud deployments, since in most projects one will not deploy a ArangoDB monolith, but rather multiple instances, each either a possibly replicated single server, or a cluster. This demonstrates that all these properties together make ArangoDB a very useful and valuable tool in modern microservice oriented architectures.
Visual Studio Live presentation on RavenDB. Introduces the concept of NoSQL databases and then takes you on a quick tour of the RavenDB .NET SDK - simple LINQ queries, loading related documents, dynamic and static indexes, and full-text search with Lucene and query suggestions.
This presentation contains the introduction to NOSQL databases, it's types with examples, differentiation with 40 year old relational database management system, it's usage, why and we should use it.
High level look at RavenDB features presented as a 10 minute lightning talk at the Nov 19 2013 BTVWag.org meeting of 8 lightning talks on NoSQL databases.
NoSQL, as many of you may already know, is basically a database used to manage huge sets of unstructured data, where in the data is not stored in tabular relations like relational databases. Most of the currently existing Relational Databases have failed in solving some of the complex modern problems like:
• Continuously changing nature of data - structured, semi-structured, unstructured and polymorphic data.
• Applications now serve millions of users in different geo-locations, in different timezones and have to be up and running all the time, with data integrity maintained
• Applications are becoming more distributed with many moving towards cloud computing.
NoSQL plays a vital role in an enterprise application which needs to access and analyze a massive set of data that is being made available on multiple virtual servers (remote based) in the cloud infrastructure and mainly when the data set is not structured. Hence, the NoSQL database is designed to overcome the Performance, Scalability, Data Modelling and Distribution limitations that are seen in the Relational Databases.
Extensible Database APIs and their role in Software ArchitectureMax Neunhöffer
This event will start with a presentation on “Extensible database APIs and their role in software architecture”, centered around JavaScript. This will be followed by a hands-on interactive workshop. Participants with their own computers will learn how to create a small web application with a database backend, within the session, using only JavaScript. This will be a guided hands-on session using the multi-model NoSQL database ArangoDB and its Foxx JavaScript extension framework. Presenting this workshop will be Max Neunhöffer from https://www.arangodb.com/.
SSIS: Flow tasks, containers and precedence constraintsKiki Noviandi
SSIS components such as Flow Task, Container and priority constraints become important parts in conducting ETL Processes, Explanation of SSIS architecture, Control Flow and Data Flow are the main topics in this presentation
Relational databases vs Non-relational databasesJames Serra
There is a lot of confusion about the place and purpose of the many recent non-relational database solutions ("NoSQL databases") compared to the relational database solutions that have been around for so many years. In this presentation I will first clarify what exactly these database solutions are, compare them, and discuss the best use cases for each. I'll discuss topics involving OLTP, scaling, data warehousing, polyglot persistence, and the CAP theorem. We will even touch on a new type of database solution called NewSQL. If you are building a new solution it is important to understand all your options so you take the right path to success.
A NoSQL (often interpreted as Not Only SQL) database provides a mechanism for storage and retrieval of data that is modeled in means other than the tabular relations used in relational databases.
Agenda
- What is NOSQL?
- Motivations for NOSQL?
- Brewer’s CAP Theorem
- Taxonomy of NOSQL databases
- Apache Cassandra
- Features
- Data Model
- Consistency
- Operations
- Cluster Membership
- What Does NOSQL means for RDBMS?
This Presentation is about NoSQL which means Not Only SQL. This presentation covers the aspects of using NoSQL for Big Data and the differences from RDBMS.
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* How to run the test cases in your own ETL pipelines
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Watch the meeting recording here - https://www.youtube.com/watch?v=UbNOje0kf6E
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Muvi [muvi com]
Uscreen [usencreen tv]
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Do you want Software for your Business? Visit Deuglo
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2. AGENDA
Why NoSQL?
What is NoSQL?
Distribution Models
The CAP Theorem
NoSQL Types
NoSQL or Relational or Both?
Demo!
3. WHY NOSQL
Relational databases provides
Default choice for serious data storage
Concurrency
Almost Standard
Big data
Websites tracking activities in a very detailed way
Links, social networks, activity logs, etc…
Require more computing resources
Scaling up
Scaling out (Clusters)
Relational databases are not designed to be run on clusters
Relational sharding has to be controlled by the application
Relational on clusters has high license prices
Google and Amazon (BigTable, Dynamo)
4. WHAT IS NOSQL
NoSQL databases known by it’s characteristics
Not using Relational Model
No relations
No normalization
No joins
No Grouping
Not using SQL
CQL
Distributed (Run on Clusters)
Open-source
Schemaless
BASE (Basically Available, Soft state, Eventual consistency) instead of ACID
5. DISTRIBUTION MODELS
Single Server
simplest
No distribution at all
Sharding
Horizontal Scalability
Putting different parts of the data onto different servers
Each node does its own reads and writes
Improve performance
Can place the data close to where it’s being accessed
Many NoSQL databases offers auto-sharding
Replication
One node is the master or primary
Master used to update data
Slave nodes used for scaling read requests horizontally
If Master fails, the slaves can still handle read request
Slave can act as a hot backup
8. KEY-VALUE
Hash table, used when all access to the database is via primary key
Redis, the aggregate being stored does not have to be a domain object, it could be any data structure, Redis supports lists, sets,
hashes, and can do range, diff, union, and intersection operations
Schema may differ from row to row
Consistency: is applicable only for operations on a single key
Newest write wins
Both values are returned to the client to resolve the conflict
Transactions: no guarantees on the writes
Using w factor – replication factor – during the write API call
The write is reported as successful only when it is written and reported as a success on at least three of the nodes
Scaling:
Sharding
Replication
9. KEY-VALUE
Use Cases
Storing Session Information
Caching (Redis)
User Profiles, Preferences
Shopping Cart Data
When Not to Use
Relationships among data
Multi-operation Transactions
Query by Data
Workaround to use (Riak Search, Solr,..)
SQL Server Redis
Database instance Redis cluster
Table Namespace
Row Key-value pair
rowid Key
11. DOCUMENT
Documents are the main concept in document databases
Very geared towards JavaScript and JSON
Documents are JSON, BSON objects
CouchDB/MongoDB use javascript as native language
Document databases store documents in the value part of the key-value store, think about document databases as key-value stores where the value is examinable
Although MongoDB supports join via DBRef, Embedding child documents as sub-objects inside documents provides for easy access and better performance
CouchDB supports full REST interface
Consistency:
MongoDB database is configured by using replica sets
Every write can specify the number of servers the write has to be propagated to before it returns as successful
You can increase the w value for stronger consistency but will suffer on write performance
Transactions:
Transactions involving more than one operation are not possible, although there are products such as RavenDB that do support transactions across multiple operations
Availability: MongoDB implements replication, providing high availability using replica sets
Scaling:
Sharding
Replication
12. DOCUMENT
Use Cases
Event Logging
CMS, Blogs
Web analytics
E-commerce
CouchDB get called “web database”, think of EverNote
When Not to Use
Complex Transactions
SQL Server MongoDB
Database instance MongoDB instance
Database database
Table collection
Row document
rowid _id
join DBRef
14. KEY FAMILY
Store data with keys mapped to values, and the values grouped into multiple column families
Use Cases
Event Logging
CMS, Blogs
SQL Server Cassandra
Database instance cluster
Database keyspace
Table Column family
Row row
Column same for all rows Column can be different per row
15. GRAPH
Store entities and relations between these entities
Use Cases
Social Networks
Routing, and location-based services
16. RELATIONAL IS GOOD
Familiarity
Stability
Feature set
Support
Transactions
17. NOSQL OR RELATIONAL OR BOTH
Type of App
Consistency vs Massive Scale
Internal system vs Public
Below a certain threshold of concurrent usage, NoSQL may be slower than relational
Productivity
NoSQL db tooling still immature
Queries require significant work, and testing
Programming platforms, frameworks and components may support RDBMSes much more robustly
If schema subject to frequent change then NoSQL may be more productive
Skill Sets and Investment
Does your staff have RDBMS skills already?
Do you have significant investment in relational database hw/sw?
Do you want to retool/support both?
Startups can employ developers who possess NoSQL skills and prefer NoSQL?
Recommendations
Large, public, content-centric properties: NoSQL
Internal, LOB supporting business operations: relational
To scale out, we have to partition. It leaves a choice between consistency and availability. (In almost all cases, we would choose availability over consistency)