25 Mar 2025, 05:31 UTC56 views2 reactionsread 10 August 2026 Photo
🔹 Best Practices for Distributed Data Management in Microservices 🔹
Managing data in a microservices architecture comes with challenges like consistency, scalability, and resilience. Here are key best practices:
✅ Database Per Service – Each microservice should have its own database to ensure loose coupling.
✅ Event-Driven Communication – Use messaging systems (Kafka, RabbitMQ) to maintain eventual consistency.
✅ …
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Signed Ashish Singh
12 Mar 2025, 15:51 UTC52 views1 reactionsread 10 August 2026 Photo
🚀 Saga Patterns & Workflow Orchestration: Managing Distributed Transactions
In a microservices architecture, handling transactions across multiple services can be challenging. Here’s how Saga Patterns help:
✅ Two Types of Sagas:
🔹 Choreography – Each service triggers the next step independently.
🔹 Orchestration – A central controller manages the workflow.
✅ Why Use Sagas?
🔹 Ensures eventual consistency across s…
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Signed Ashish Singh
14 Feb 2025, 23:28 UTC44 viewsread 10 August 2026 Forwarded from @linkedin_learning_academyPhoto
💡 The Power of quiet People
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Signed Ashish Singh
13 Feb 2025, 06:55 UTC37 views1 reactionsread 10 August 2026 Photo
🚀 𝐄𝐯𝐞𝐧𝐭 𝐒𝐨𝐮𝐫𝐜𝐢𝐧𝐠 & 𝐂𝐐𝐑𝐒: 𝐀 𝐏𝐨𝐰𝐞𝐫𝐟𝐮𝐥 𝐃𝐮𝐨 𝐟𝐨𝐫 𝐒𝐜𝐚𝐥𝐚𝐛𝐥𝐞 𝐒𝐲𝐬𝐭𝐞𝐦𝐬
Event Sourcing and CQRS (Command Query Responsibility Segregation) are two architectural patterns that enhance scalability, consistency, and auditability in large-scale systems. Here’s a quick breakdown:
🔹 Event Sourcing – Stores every change as an immutable event instead of just the latest state. Enables auditability, event replay, and better fault toler…
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Signed Ashish Singh
7 Feb 2025, 10:56 UTC32 viewsread 10 August 2026 Photo
🚀 Event-Driven Architectures: Building Scalable & Decoupled Systems
Event-driven architectures (EDA) enable highly scalable, responsive, and loosely coupled systems by reacting to events in real-time. Here’s a quick breakdown:
🔹 What is EDA?
A design pattern where components communicate by producing and consuming events instead of direct calls.
🔹 Key Benefits:
✅ Scalability – Easily handle high traffic with async…
Signed Ashish Singh
26 Jan 2025, 05:03 UTC27 viewsread 10 August 2026 Photo
Guided by the wisdom of our history and the spirit of patriotism, let’s honour our nation. Happy Republic Day. 🇮🇳#RepublicDay
Signed Ashish Singh
24 Jan 2025, 12:01 UTC26 viewsread 10 August 2026 Photo
🌍 Multi-Region Architectures: Building Globally Scalable and Resilient Systems
Key takeaways:
1️⃣ What is it?
- Deploying application components across multiple geographic regions to ensure low latency, high availability, and fault tolerance.
2️⃣ Benefits:
- Low Latency: Serve users closer to their location for faster response times.
- High Availability: Maintain uptime even during regional failures.
- Disaster Rec…
Signed Ashish Singh
17 Jan 2025, 07:38 UTC35 viewsread 10 August 2026 Photo
🚦 Master API Traffic with Rate Limiting and Throttling
Effectively managing API traffic is key to building resilient and high-performing systems. Here's a quick overview:
1️⃣ Rate Limiting
- Restricts the number of API requests within a given timeframe.
- Ensures fair resource usage and protects against overloading.
- Examples: Fixed window, sliding window, token bucket.
2️⃣ Throttling
- Slows down traffic instead …
Signed Ashish Singh
13 Jan 2025, 15:15 UTC26 viewsread 10 August 2026 Photo
🌐 A Closer Look at Replication and Failover Strategies
In system design, ensuring resilience and availability is crucial. Here's a quick breakdown:
1️⃣ Replication:
- Creates copies of data across multiple servers.
- Benefits: High availability, fault tolerance, and improved performance.
- Types:
- Synchronous: Strong consistency but higher latency.
- Asynchronous: Faster writes with eventual consistency.
2️⃣ Fai…
Signed Ashish Singh
12 Jan 2025, 12:02 UTC26 viewsread 10 August 2026 Photo
Check this out! https://youtu.be/ffIdM2kDq1Y
Signed Ashish Singh
9 Jan 2025, 04:19 UTC28 viewsread 10 August 2026 Photo
Check this out! https://youtu.be/h0z7yteUOes
Signed Ashish Singh
7 Jan 2025, 14:54 UTC28 viewsread 10 August 2026 🌟 Designing for High Availability: Building Systems That Never Go Down
In today’s always-online world, high availability (HA) is essential for user trust and business success. Here's a quick overview:
1️⃣ What is High Availability?
- Ensures your system stays operational with minimal downtime, even during failures.
2️⃣ Core Principles:
- Redundancy: Duplicate critical components to avoid single points of failure.
-…
Signed Ashish Singh
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