Tech Kaizen

passion + usefulness = success .. change is the only constant in life

Search this Blog:

Apache Cassandra: An open source distributed database management system

Apache Cassandra is an open source distributed database management system. It is an Apache Software Foundation top-level project designed to handle very large amounts of data spread out across many commodity servers while providing a highly available service with no single point of failure. It is a NoSQL solution that was initially developed by Facebook and powered their Inbox Search feature until late 2010. Jeff Hammerbacher, who led the Facebook Data team at the time, has described Cassandra as a BigTable data model running on an Amazon Dynamo-like infrastructure.

Apache Cassandra is a distributed storage system for managing structured/unstructured data while providing reliability at a massive scale. Cassandra database is the right choice when you need scalability and high availability without compromising performance. Linear scalability and proven fault-tolerance on commodity hardware or cloud infrastructure make it the perfect platform for mission-critical data. Cassandra's support for replicating across multiple datacenters is best-in-class, providing lower latency for your users and the peace of mind of knowing that you can survive regional outages.

Cassandra's Column Family data model offers the convenience of column indexes with the performance of log-structured updates, strong support for materialized views, and powerful built-in caching.


Cassandra is designed to scale to a very large size across many commodity servers, with no single point of failure.  The philosophy behind the design of the storage portion of Cassandra is that it be able to satisfy the requirements of applications that demand storage of large amounts of structured data. Cassandra aims to run on top of an infrastructure of hundreds of nodes (possibly spread across different datacenters). At this scale, small and large components fail continuously; the way Cassandra manages the persistent state in the context of these failures enables the reliability and scalability of the software systems relying on this service. 


HBase vs Cassandra:
  • HBase is based on BigTable (Google)
  • Cassandra is based on DynamoDB (Amazon).   Initially developed at Facebook by former Amazon engineers.  This is one reason why Cassandra supports multi data center.  Rackspace is a big contributor to Cassandra due to multi data center support.
Prominent users:
  • Cisco's WebEx uses Cassandra to store user feed and activity in near real time.
  • Facebook used Cassandra to power Inbox Search, with over 200 nodes deployed. This was abandoned in late 2010 when they built Facebook Messaging platform on HBase.
  • IBM has done research in building a scalable email system based on Cassandra
  • Netflix uses Cassandra as their back-end database for their streaming services
  • Formspring uses Cassandra to count responses, as well as store Social Graph data 
  • Twitter announced it is planning to use Cassandra because it can be run on large server clusters and is capable of taking in very large amounts of data at a time.Twitter continues to use it but not for Tweets themselves.
  • WalmartLabs (previously Kosmix) uses Cassandra with SSD
ref:

Apache Cassandra - http://cassandra.apache.org/, http://en.wikipedia.org/wiki/Apache_Cassandra

Cassandra - https://wiki.intuit.com/display/ARCH/Cassandra

Cassandra NoSQL Database: Getting Started - http://msdn.microsoft.com/en-us/magazine/jj553519.aspx

HBase vs Cassandra - http://bigdatanoob.blogspot.com/2012/11/hbase-vs-cassandra.html

Use Cassandra to Run Hadoop MapReduce - http://architects.dzone.com/articles/use-cassandra-run-hadoop

Cassandra vs HBase - http://ria101.wordpress.com/2010/02/24/hbase-vs-cassandra-why-we-moved/

Running Hadoop MapReduce With Cassandra NoSQL - http://allthingshadoop.com/2010/04/24/running-hadoop-mapreduce-with-cassandra-nosql/

Labels: BIG DATA ANALYTICS, CLOUD COMPUTING, DATABASE
Newer Posts Older Posts Home
Subscribe to: Posts (Atom)

The Verge - YOUTUBE

Loading...

Google - YOUTUBE

Loading...

Microsoft - YOUTUBE

Loading...

MIT OpenCourseWare - YOUTUBE

Loading...

FREE CODE CAMP - YOUTUBE

Loading...

NEET CODE - YOUTUBE

Loading...

GAURAV SEN INTERVIEWS - YOUTUBE

Loading...

Y Combinator Discussions

Loading...

SUCCESS IN TECH INTERVIEWS - YOUTUBE

Loading...

IGotAnOffer: Engineering YOUTUBE

Loading...

Tanay Pratap YOUTUBE

Loading...

Ashish Pratap Singh YOUTUBE

Loading...

Questpond YOUTUBE

Loading...

Kantan Coding YOUTUBE

Loading...

CYBER SECURITY - YOUTUBE

Loading...

CYBER SECURITY FUNDAMENTALS PROF MESSER - YOUTUBE

Loading...

DEEPLEARNING AI - YOUTUBE

Loading...

STANFORD UNIVERSITY - YOUTUBE

Loading...

NPTEL IISC BANGALORE - YOUTUBE

Loading...

NPTEL IIT MADRAS - YOUTUBE

Loading...

NPTEL HYDERABAD - YOUTUBE

Loading...

MIT News

Loading...

MIT News - Artificial intelligence

Loading...

The Berkeley Artificial Intelligence Research Blog

Loading...

Microsoft Research

Loading...

MachineLearningMastery.com

Loading...

Harward Business Review(HBR)

Loading...

Wharton Magazine

Loading...
My photo
Krishna Kishore Koney
View my complete profile
" It is not the strongest of the species that survives nor the most intelligent that survives, It is the one that is the most adaptable to change "

View krishna kishore koney's profile on LinkedIn

Monthly Blog Archives

  • ►  2025 (2)
    • ►  May (1)
    • ►  April (1)
  • ►  2024 (18)
    • ►  December (1)
    • ►  October (2)
    • ►  September (5)
    • ►  August (10)
  • ►  2022 (2)
    • ►  December (2)
  • ►  2021 (2)
    • ►  April (2)
  • ►  2020 (17)
    • ►  November (1)
    • ►  September (7)
    • ►  August (1)
    • ►  June (8)
  • ►  2019 (18)
    • ►  December (1)
    • ►  November (2)
    • ►  September (3)
    • ►  May (8)
    • ►  February (1)
    • ►  January (3)
  • ►  2018 (3)
    • ►  November (1)
    • ►  October (1)
    • ►  January (1)
  • ►  2017 (2)
    • ►  November (1)
    • ►  March (1)
  • ►  2016 (5)
    • ►  December (1)
    • ►  April (3)
    • ►  February (1)
  • ►  2015 (15)
    • ►  December (1)
    • ►  October (1)
    • ►  August (2)
    • ►  July (4)
    • ►  June (2)
    • ►  May (3)
    • ►  January (2)
  • ►  2014 (13)
    • ►  December (1)
    • ►  November (2)
    • ►  October (4)
    • ►  August (5)
    • ►  January (1)
  • ▼  2013 (5)
    • ►  September (2)
    • ►  May (1)
    • ►  February (1)
    • ▼  January (1)
      • Apache Cassandra: An open source distributed datab...
  • ►  2012 (19)
    • ►  November (1)
    • ►  October (2)
    • ►  September (1)
    • ►  July (1)
    • ►  June (6)
    • ►  May (1)
    • ►  April (2)
    • ►  February (3)
    • ►  January (2)
  • ►  2011 (20)
    • ►  December (5)
    • ►  August (2)
    • ►  June (6)
    • ►  May (4)
    • ►  April (2)
    • ►  January (1)
  • ►  2010 (41)
    • ►  December (2)
    • ►  November (1)
    • ►  September (5)
    • ►  August (2)
    • ►  July (1)
    • ►  June (1)
    • ►  May (8)
    • ►  April (2)
    • ►  March (3)
    • ►  February (5)
    • ►  January (11)
  • ►  2009 (113)
    • ►  December (2)
    • ►  November (5)
    • ►  October (11)
    • ►  September (1)
    • ►  August (14)
    • ►  July (5)
    • ►  June (10)
    • ►  May (4)
    • ►  April (7)
    • ►  March (11)
    • ►  February (15)
    • ►  January (28)
  • ►  2008 (61)
    • ►  December (7)
    • ►  September (6)
    • ►  August (1)
    • ►  July (17)
    • ►  June (6)
    • ►  May (24)
  • ►  2006 (7)
    • ►  October (7)

Blog Archives Categories

  • .NET DEVELOPMENT (38)
  • 5G (5)
  • AI (Artificial Intelligence) (9)
  • AI/ML (4)
  • ANDROID DEVELOPMENT (7)
  • BIG DATA ANALYTICS (6)
  • C PROGRAMMING (7)
  • C++ PROGRAMMING (24)
  • CAREER MANAGEMENT (6)
  • CHROME DEVELOPMENT (2)
  • CLOUD COMPUTING (45)
  • CODE REVIEWS (3)
  • CYBERSECURITY (12)
  • DATA SCIENCE (4)
  • DATABASE (14)
  • DESIGN PATTERNS (9)
  • DEVICE DRIVERS (5)
  • DOMAIN KNOWLEDGE (14)
  • EDGE COMPUTING (4)
  • EMBEDDED SYSTEMS (9)
  • ENTERPRISE ARCHITECTURE (10)
  • IMAGE PROCESSING (3)
  • INTERNET OF THINGS (2)
  • J2EE PROGRAMMING (10)
  • KERNEL DEVELOPMENT (6)
  • KUBERNETES (19)
  • LATEST TECHNOLOGY (18)
  • LINUX (9)
  • MAC OPERATING SYSTEM (2)
  • MOBILE APPLICATION DEVELOPMENT (14)
  • PORTING (4)
  • PYTHON PROGRAMMING (6)
  • RESEARCH AND DEVELOPMENT (1)
  • SCRIPTING LANGUAGES (8)
  • SERVICE ORIENTED ARCHITECTURE (SOA) (10)
  • SOFTWARE DESIGN (13)
  • SOFTWARE QUALITY (5)
  • SOFTWARE SECURITY (23)
  • SYSTEM and NETWORK ADMINISTRATION (3)
  • SYSTEM PROGRAMMING (4)
  • TECHNICAL MISCELLANEOUS (31)
  • TECHNOLOGY INTEGRATION (5)
  • TEST AUTOMATION (5)
  • UNIX OPERATING SYSTEM (4)
  • VC++ PROGRAMMING (44)
  • VIRTUALIZATION (8)
  • WEB PROGRAMMING (8)
  • WINDOWS OPERATING SYSTEM (13)
  • WIRELESS DEVELOPMENT (5)
  • XML (3)

Popular Posts

  • Observer Pattern - Push vs Pull Model
  • AI Agent vs AI Workflow
  • Microservices Architecture ..
  • SSCLI(Shared Source Common Language Infrastructure)

My Other Blogs

  • Career Management: Invest in Yourself
  • Color your Career
  • Attitude is everything(in Telugu language)
WINNING vs LOSING

Hanging on, persevering, WINNING
Letting go, giving up easily, LOSING

Accepting responsibility for your actions, WINNING
Always having an excuse for your actions, LOSING

Taking the initiative, WINNING
Waiting to be told what to do, LOSING

Knowing what you want and setting goals to achieve it, WINNING
Wishing for things, but taking no action, LOSING

Seeing the big picture, and setting your goals accordingly, WINNING
Seeing only where you are today, LOSING

Being determined, unwilling to give up WINNING
Gives up easily, LOSING

Having focus, staying on track, WINNING
Allowing minor distractions to side track them, LOSING

Having a positive attitude, WINNING
having a "poor me" attitude, LOSING

Adopt a WINNING attitude!

Total Pageviews

who am i

My photo
Krishna Kishore Koney

Blogging is about ideas, self-discovery, and growth. This is a small effort to grow outside my comfort zone.

Most important , A Special Thanks to my parents(Sri Ramachandra Rao & Srimathi Nagamani), my wife(Roja), my lovely daughter (Hansini) and son (Harshil) for their inspiration and continuous support in developing this Blog.

... "Things will never be the same again. An old dream is dead and a new one is being born, as a flower that pushes through the solid earth. A new vision is coming into being and a greater consciousness is being unfolded" ... from Jiddu Krishnamurti's Teachings.

Now on disclaimer :
1. Please note that my blog posts reflect my perception of the subject matter and do not reflect the perception of my Employer.

2. Most of the times the content of the blog post is aggregated from Internet articles and other blogs which inspired me. Due respect is given by mentioning the referenced URLs below each post.

Have a great time

My LinkedIn Profile
View my complete profile

Failure is not falling down, it is not getting up again. Success is the ability to go from failure to failure without losing your enthusiasm.

Where there's a Will, there's a Way. Keep on doing what fear you, that is the quickest and surest way to to conquer it.

Vision is the art of seeing what is invisible to others. For success, attitude is equally as important as ability.

Favourite RSS Syndications ...

Google Developers Blog

Loading...

Blogs@Google

Loading...

Berklee Blogs » Technology

Loading...

Martin Fowler's Bliki

Loading...

TED Blog

Loading...

TEDTalks (video)

Loading...

Psychology Today Blogs

Loading...

Aryaka Insights

Loading...

The Pragmatic Engineer

Loading...

Stanford Online

Loading...

MIT Corporate Relations

Loading...

AI at Wharton

Loading...

OpenAI

Loading...

AI Workshop

Loading...

Hugging Face - Blog

Loading...

BYTE BYTE GO - YOUTBUE

Loading...

Google Cloud Tech

Loading...

3Blue1Brown

Loading...

Bloomberg Originals

Loading...

Dwarkesh Patel Youtube Channel

Loading...

Reid Hoffman

Loading...

Aswath Damodaran

Loading...