Lectures related to NoSQL | EPFL Graph Search

Covers the origins and types of NoSQL databases, focusing on MongoDB and CRUD operations.

Integrating Scalable Data Storage and Map Reduce Processing with Hadoop

Covers the integration of scalable data storage and map reduce processing using Hadoop, including HDFS, Hive, Parquet, ORC, Spark, and HBase.

NoSQL databases: MongoDB features

Discusses the development and features of MongoDB, a NoSQL document-oriented database.

Relational vs NoSQL: Evolution and Comparison

Explores the historical debate between relational and non-relational data models, covering key characteristics and examples of each.

NoSQL Databases

Covers the origins, properties, and types of NoSQL databases, focusing on MongoDB and the CAP theorem.

Numerical Analysis of Incompressible Fluid Flow

Covers the software system Channelflow for numerical analysis of incompressible fluid flow in channel geometries, including spectral methods and invariant solutions.

Querying a database: the SQL language

Covers the SQL language for interacting with databases through structured queries, including selecting, filtering, aggregating, and sorting data.

Distributed Transactions: Replication Strategies

Explores replication strategies for fault tolerance, load balancing, and eventual consistency in distributed transactions.

Data Wrangling Techniques: HBase and Hive Integration

Covers data wrangling techniques using HBase and Hive, focusing on integration and practical applications.

Data: Clouds and Things

Covers the fundamentals of data, cloud storage, and the Internet of Things.

Eventual Consistency: NoSQL, CAP Theorem, and BASE

Explores NoSQL databases, CAP theorem, BASE principles, and eventual consistency in distributed systems.

Relational Model: Basics

Introduces the relational model, SQL, keys, integrity constraints, ER translation, weak entities, ISA hierarchies, and SQL vs. noSQL.

NoSQL Databases: Overview

Explores the world of NoSQL databases and MongoDB's key features.

Eventual Consistency: Principles of Reactive Programming

Explores eventual consistency in distributed systems, emphasizing the importance of suitable data structures like CRDTs.

Efficient Analytics: Adapting to Modern Data Challenges

Covers the adaptation of analytics systems to modern hardware and data challenges, focusing on efficiency and scalability through innovative approaches and hybrid systems.

Architecture of CockroachDB

Explores the architecture of CockroachDB, focusing on transaction management, concurrency control, and scalability.

Grover's Search Algorithm

Covers Grover's search algorithm, a quantum algorithm for searching unstructured databases.

Data Storage and Transmission: Metadata for Disks

Explores the importance of metadata in organizing media libraries and the challenges in retrieving specific works or artists efficiently.

Speculative Query Execution: Bottlenecks and Dependencies

Explores speculative query execution for complex queries, addressing bottlenecks, dependencies, and performance prediction.

Relational Databases: Fundamentals and ACID Properties

Covers relational databases, transactions, and data consistency in the context of historical database typologies.