Blog

MapReduce and Distributed Filesystems- Foundations of Scalable Data Processing

Learn how MapReduce operates over distributed filesystems like HDFS, combining computation and storage for scalable data processing.

Leveraging Unix Tools for Efficient Batch Processing

Explore the power of Unix-based batch processing using tools like awk, sort, and grep, and how their design philosophy laid the foundation for modern big data processing.

Achieving Reliability with Distributed Transactions and Consensus Mechanisms

Explore the challenges and algorithms behind distributed transactions, atomic commit protocols, and consensus mechanisms that form the backbone of reliable distributed systems.

Understanding Ordering Guarantees in Distributed Systems

Explore ordering guarantees like causality, sequence numbers, and total order broadcast. Learn their importance for preserving consistency in distributed systems.

Linearizability in Distributed Systems

Discover how linearizability provides a strong consistency guarantee, its use cases, and the trade-offs involved in implementing such systems.

Consistency Guarantees in Distributed Systems

Understand consistency models like eventual consistency, convergence, and trade-offs between ease of use, fault tolerance, and performance.

Knowledge Truth and Lies in Distributed Systems

Distributed systems cannot always rely on perfect assumptions; explore the philosophical nuances of truth, majority decisions, Byzantine faults, and practical system models.

The Challenges of Unreliable Clocks in Distributed Systems

Understand how clock inaccuracies affect distributed systems, explore concepts like monotonic clocks and synchronization pitfalls, and learn strategies for handling time-based operations.

Navigating Unreliable Networks in Distributed Systems

Dive into the challenges posed by unreliable networks and explore techniques for ensuring reliability in distributed systems.

Faults and Partial Failures in Distributed Systems

Explore the complex challenges of partial failures in distributed systems and the strategies to build resilient architectures.

Achieving Serializability in Transactions

Learn about serializability, the strongest isolation level, and its implementation techniques like serial execution, two-phase locking, and snapshot-based approaches.

Exploring Weak Isolation Levels in Databases

Learn about weak isolation levels like read committed and snapshot isolation, and how they strike a balance between performance and consistency.

Want to get blog posts over email?

Enter your email address and get notified when there's a new post!