Lectures related to Distributed data store

Decentralized Systems: Distributed Storage and Eclipse Attacks

Explores decentralized systems, distributed storage, and Eclipse attacks in peer-to-peer networks, emphasizing security and consistency.

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General-Purpose Distributed Execution System

Explores the design of a general-purpose distributed execution system, covering challenges, specialized frameworks, decentralized control logic, and high-performance shuffle.

Statistical analysis of network data

Covers stochastic properties, network structures, models, statistics, centrality measures, and sampling methods in network data analysis.

Distributed Storage Challenges

Explores challenges in distributed storage, covering organization, availability, scalability, and access control.

Parallel Databases

Explores parallel and distributed databases, covering architectures, query optimization, data storage, and distributed transactions.

Distance Board: Compression

Covers the concept of compression and distance boards.

Big Data Challenges: Scaling to Massive Data

Explores challenges of handling massive data in the era of big data, discussing solutions like MapReduce and Spark.

Beams II: Distributed Loads

Explores beams with distributed loads and their differential relations between shear force and bending moment.

Statistical Analysis of Network Data: Noisy Sampled Networks

Explores statistical analysis of network data, covering noisy sampled networks, likelihood estimation, multilayer networks, and directed networks.

Gossip Efficiency: Decentralized Systems

Explores gossip efficiency in decentralized systems, covering protocols, interaction needs, and bandwidth optimization, along with search algorithms and optimizations.

Algorithms: Definition and Origins

Explores the definition and origins of algorithms, including examples and types.

Stationary Sources: Properties and Entropy

Explores stationary sources, entropy, regularity, and coding efficiency, including a challenging problem with billiard balls.

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Anomalies and Non-exchangeable: Statistical Analysis of Network Data

Explores anomaly detection in network data and exchangeability extensions for statistical analysis.

Advanced Physics I: Angular Momentum and Energy

Explores angular momentum, energy, and friction in particle systems and analyzes the dynamics of a motorcycle system.