Paul Boniol
Researcher at Inria
IASD Master: NoSQL
This course is highly inspired from previous courses of other professors and researchers listed below:
- Maude Manouvrier, SQL,NoSQL,NewSQL
- Philippe Rigaux, BDpedia
- Themis Palpanas, Time Series Management
- Regis Behmo and Nicolas Travers, Openclassroom NoSQL course
Lectures:
- Lecture 1: Systems 1: Introduction
- Lecture 2: Systems 2: ACID vs BASE and Column-family Databases
- Lecture 3: Systems 3: Column-family and Document-oriented Databases
- Lecture 4: Systems 4: Document-oriented Databases and Graph Databases
- Lecture 5: Systems 5: Graph Databases
- Lecture 6: Similarity Search 1: an introduction
- Lecture 7: Similarity Search 2: Time series representation and lower bounds
- Lecture 8: Similarity Search 3: Dynamic Time Warping and Indexing
Practice Sessions
- MongoDB: Practice Session
- Neo4j: Practice Session
Homework:
Select one research paper (among the list of papers below), summarize it, explain the method and the results in your own words and comment on its strengths and limitations. You may find more details here.
- Consistency Tradeoffs in Modern Distributed Database System
- Bigtable: A Distributed Storage System for Structured Data
- Chord: A scalable Peer-to-peer Lookup Service for Internet Applications
- C-Store: A Column-oriented DBMS
- Consistent Hashing and Random Trees: Distributed Caching Protocols for Relieving Hot Spots on the World Wide Web
- A Name-Based Mapping Scheme for Rendezvous
Project:
Select one research paper (among the list of papers below), replicate it, re-implement the method, reproduce some of the experimental results (optional Evaluate it on a new case) and present your results in a defense. You may find more information here.