Load Balancing vs Load Shedding vs Load Leveling

Load Balancing vs Load Shedding vs Load Leveling
๐—Ÿ๐—ผ๐—ฎ๐—ฑ ๐—•๐—ฎ๐—น๐—ฎ๐—ป๐—ฐ๐—ถ๐—ป๐—ด โ€“ spreads incoming traffic across nodes to avoid bottlenecks. ๐—Ÿ๐—ผ๐—ฎ๐—ฑ ๐—Ÿ๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ถ๐—ป๐—ด โ€“ smooths out spikes by queuin...
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Streaming vs Queuing: What Happens If You Choose Wrong?

Streaming vs Queuing: What Happens If You Choose Wrong?
๐—ฆ๐˜๐—ฟ๐—ฒ๐—ฎ๐—บ๐—ถ๐—ป๐—ด - sequential movements, processed in real-time. ๐—ค๐˜‚๐—ฒ๐˜‚๐—ถ๐—ป๐—ด - stored in a queue, processed sequentially.Choosing between streaming and queuing isn...
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Database Optimization: Partitioning vs Indexing

Database Optimization: Partitioning vs Indexing
๐—ฃ๐—ฎ๐—ฟ๐˜๐—ถ๐˜๐—ถ๐—ผ๐—ป๐—ถ๐—ป๐—ด - Horizontal partitioning divides large tables across multiple storage nodes based on region, such as East, West, and South.Vertical partitioning, on t...
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Resiliency in Distributed Systems

Resiliency in Distributed Systems
Resiliency Engineering is the practice of designing and building systems to achieve resiliency. Ensuring they can handle failures, adapt to disruptions, and recover gracefully without major downtime. ...
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Downstream Resiliency in Distributed System

Downstream Resiliency in Distributed System
Downstream resiliency ensures that a component can continue to function correctly even if the components it relies on experience issues.๐—ง๐—ถ๐—บ๐—ฒ๐—ผ๐˜‚๐˜ Before we start, letโ€™s answer the...
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Distributed Transactions: 2PC vs 3PC vs Saga

Distributed Transactions: 2PC vs 3PC vs Saga
It's a complex topic in itself. Sometimes even seasoned professionals misunderstand.โ–ข ๐Ÿฎ๐—ฃ๐—– - atomic but blocking, commit or abort in two steps. โ–ข ๐Ÿฏ๐—ฃ๐—– - splits commit into two, red...
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What is Database Indexing?

Indexing is a database optimization technique that creates specialized lookup structures (B-Trees).๐—œ๐—ป๐—ฑ๐—ฒ๐˜…๐—ถ๐—ป๐—ด ๐—ž๐—ฒ๐˜† ๐—•๐—ฒ๐—ป๐—ฒ๐—ณ๐—ถ๐˜๐˜€ โ†’ Fasts data retriev...
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Rate Limiting in Distributed System

Rate Limiting in Distributed System
Rate-limiting, or throttling, is a mechanism that rejects a request when a specific quota is exceeded. A technique to control how many requests a client can make to a service over a given time window....
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Redundancy vs. Replication in a Distributed System

Redundancy vs. Replication in a Distributed System
๐—ฅ๐—ฒ๐—ฑ๐˜‚๐—ป๐—ฑ๐—ฎ๐—ป๐—ฐ๐˜† - backup systems to avoid downtime. ๐—ฅ๐—ฒ๐—ฝ๐—น๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป - backup data to avoid data loss.Redundancy and replication are both strategie...
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