Class notes
Bigdata
- Course
- Institution
Lecture notes of 296 pages for the course ZG 522: at BITS PILANI (Bigdata)
[Show more]
Seller
Follow
cjayanth35
Content preview
DSECL ZG 522: Big Data SysteSession 1: Introduction to Big Data, Locality of Refer
BITS Pilani Prof. Sudarshan S. Des
Pilani|Dubai|Goa|Hyderabad
, Course Outline
• S1: Introduction to Big Data and data locality
• S2: Parallel and Distributed Processing
• S3: Big Data Analytics and Big Data Systems
• S4: Consistency, Availability, Partition tolerance and Data Lifecycle
• S5: Distributed Systems Programming
• S6-S9: Hadoop ecosystem technologies
• S10: NoSQL Databases
• S11: Big Data on Cloud
• S12: Amazon storage services
• S13-16: In-memory and streaming - Spark
2
Big Data Systems BITS Pilani, Deemed to be University under Secti
, Books
T1 Seema Acharya and Subhashini Chellappan. Big Data and Analytics.
Wiley India Pvt. Ltd. Second Edition
R1 DT Editorial Services. Big Data - Black Book. DreamTech. Press. 2016
R2 Kai Hwang, Jack Dongarra, and Geoffrey C. Fox. Distributed and
Cloud Computing: From Parallel Processing to the Internet of Things.
Morgan Kauffman 2011
AR Additional Reading (As per topic)
3
Big Data Systems BITS Pilani, Deemed to be University under Secti
, Topics for today
• Motivation
✓ Why do modern Enterprises need to work with data
✓ What is Big Data and data classification
✓ Scaling RDBMS
• What is a Big Data System
✓ Characteristics
✓ Design challenges
• Architecture
✓ High level architecture of Big Data solutions
✓ Technology ecosystem
✓ Case studies
• Why locality of reference and storage organisation matter
4
Big Data Systems BITS Pilani, Deemed to be University under Secti
The benefits of buying summaries with Stuvia:
Guaranteed quality through customer reviews
Stuvia customers have reviewed more than 700,000 summaries. This how you know that you are buying the best documents.
Quick and easy check-out
You can quickly pay through credit card or Stuvia-credit for the summaries. There is no membership needed.
Focus on what matters
Your fellow students write the study notes themselves, which is why the documents are always reliable and up-to-date. This ensures you quickly get to the core!
Frequently asked questions
What do I get when I buy this document?
You get a PDF, available immediately after your purchase. The purchased document is accessible anytime, anywhere and indefinitely through your profile.
Satisfaction guarantee: how does it work?
Our satisfaction guarantee ensures that you always find a study document that suits you well. You fill out a form, and our customer service team takes care of the rest.
Who am I buying these notes from?
Stuvia is a marketplace, so you are not buying this document from us, but from seller cjayanth35. Stuvia facilitates payment to the seller.
Will I be stuck with a subscription?
No, you only buy these notes for CA$11.49. You're not tied to anything after your purchase.
Can Stuvia be trusted?
4.6 stars on Google & Trustpilot (+1000 reviews)
75759 documents were sold in the last 30 days
Founded in 2010, the go-to place to buy study notes for 14 years now