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Designing Instagram

High Scalability

Architecture. When a user requests for feed then there will be two parallel threads involved in fetching the user feeds to optimize for latency. This will not only reduce the overall latency in displaying the user-feeds to users but will also prevent re-computation of user-feeds. Sending and receiving messages from other users.

Design 334
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Predictive CPU isolation of containers at Netflix

The Netflix TechBlog

Because microprocessors are so fast, computer architecture design has evolved towards adding various levels of caching between compute units and the main memory, in order to hide the latency of bringing the bits to the brains. This avoids thrashing caches too much for B and evens out the pressure on the L3 caches of the machine.

Cache 260
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Titan Graph Database Integration with DynamoDB: World-class Performance, Availability, and Scale for New Workloads

All Things Distributed

When using relational databases, traversing relationships requires expensive table JOIN operations, causing significantly increased latency as table size and query complexity grow. Another example is for tracking inventory in a vast logistics system, where only a subset of its locations is relevant for a specific item.

Database 122
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These 7 Edge Data Challenges Will Test Companies the Most in 2025

VoltDB

By bringing computation closer to the data source, edge-based deployments reduce latency, enhance real-time capabilities, and optimize network bandwidth. Managing and storing this data locally presents logistical and cost challenges, particularly for industries like manufacturing, healthcare, and autonomous vehicles.

IoT 52
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Top 5 AI Use Cases for IIoT: Enhancing Industrial Operations with Real-Time Data

VoltDB

Volt’s architecture supports energy management applications with its low-latency, high-availability data processing, making it ideal for tracking and optimizing real-time energy usage across industrial sites. Impact: AI-driven energy management leads to significant cost savings and contributes to sustainability goals.

Energy 52
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What is a Real-Time Data Platform?

VoltDB

Unfortunately, many organizations lack the tools, infrastructure, and architecture needed to unlock the full value of that data. Similarly, a logistics business can leverage real-time data on traffic conditions and shipment statuses to optimize delivery routes and schedules, ensuring timely deliveries and customer satisfaction.

IoT 52
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CDN Web Application Firewall (WAF): Your Shield Against Online Threats

IO River

Two of them are particularly gnarly: fine-tuning rules to perfection and managing a WAF over a multi-CDN architecture. Configuring and Maintaining WAF on a Multi-CDN‍Multi-CDN architectures, the double-edged swords. Let's dive deep into these challenges.‍1. But instead of porridge, we're talking about WAF rules.Â

Traffic 52