High Scalability

JANUARY 11, 2022

The streaming data store makes the system extensible to support other use-cases (e.g. System Components. The system will comprise of several micro-services each performing a separate task. When a user requests for feed then there will be two parallel threads involved in fetching the user feeds to optimize for latency.

Design 334

Design Media Storage Logistics 334

The Netflix TechBlog

JUNE 4, 2019

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 258

Cache Latency Airlines Logistics 258

VoltDB

DECEMBER 11, 2024

By bringing computation closer to the data source, edge-based deployments reduce latency, enhance real-time capabilities, and optimize network bandwidth. Unlike centralized systems, where data resides in a single, well-protected environment, edge computing increases the attack surface, making systems vulnerable to breaches.

IoT 52

IoT Energy Logistics Latency 52

VoltDB

NOVEMBER 14, 2024

This data can power AI-driven energy management systems that recommend optimal energy usage patterns, automatically adjust HVAC systems, and control lighting to minimize waste. Solution: AI can optimize supply chains by analyzing data from sensors and GPS systems on vehicles, inventory systems, and demand forecasts.

Energy 52

Energy Logistics Transportation Latency 52

All Things Distributed

JUNE 20, 2017

This enables customers to serve content to their end users with low latency, giving them the best application experience. In 2008, AWS opened a point of presence (PoP) in Hong Kong to enable customers to serve content to their end users with low latency. Since then, AWS has added two more PoPs in Hong Kong, the latest in 2016.

AWS 126

AWS Logistics Cloud Social Media 126

All Things Distributed

AUGUST 20, 2015

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 121

Database Logistics Availability Social Media 121

VoltDB

AUGUST 8, 2024

Some of the most common use cases for real-time data platforms include business support systems, fraud prevention, hyper-personalization, and Internet of Things (IoT) applications (more on this in a bit). One common problem for real-time data platforms is latency, particularly at scale.

IoT 52

IoT Latency Traffic Logistics 52