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From Event-Driven Chaos to a Blazingly Fast Serving API

Zalando Engineering

Each component incorporates end-to-end non-blocking I/O, leveraging Nettys EventLoop with Linux-native Epoll transport. To solve this, we leveraged a powerful load balancing algorithm for our products component, Consistent Hash Load Balancing (CHLB). DynamoDB ensures high availability and fast lookups when cache misses occur.

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A RoCE network for distributed AI training at scale

Engineering at Meta

We opted for RDMA Over Converged Ethernet version 2 (RoCEv2) as the inter-node communication transport for the majority of our AI capacity. This backend fabric utilizes the RoCEv2 protocol, which encapsulates the RDMA service in UDP packets for transport over the network. DCQCN has been the gold standard for storage-focused networks.

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How GenAI is Transforming Quality Control and Safety in the F&B Industry.

RandomTrees

The Role of GenAI in the Food and Beverage Service Industry GenAI leverages machine learning algorithms to analyze vast datasets, generate insights, and automate tasks that were previously labor-intensive. Below are some key areas of using AI in food safety and quality assurance practices.

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How Netflix brings safer and faster streaming experience to the living room on crowded networks…

Netflix Tech

To achieve that, we are efficiently using ABR (adaptive bitrate streaming) for a better playback experience, DRM (Digital Right Management) to protect our service and TLS (Transport Layer Security) to protect customer privacy and to create a safer streaming experience. is the latest version of the Transport Layer Security protocol.

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Quantifying Efficiency in Ridesharing Marketplaces

Lyft Engineering

Optimal transport At the core of the Lyft platform is the matching algorithm that dispatches drivers to satisfy rider demand. First, define a non-negative valued transport function γ(i, j) and a cost function c(i, j). That is, we’d like our transport function to move drivers but not riders.

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Top 12 Data Science Case Studies: Across Various Industries

Knowledge Hut

Several NLP algorithms have been developed for the topics of safety, efficacy, randomized controlled trials, patient populations, dosing, and devices. Hence, UPS offers an optimized navigation tool ''ORION'' (On-Road Integrated Optimization and Navigation), which uses highly advanced big data processing algorithms.

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Lyft Expands Team to Czechia

Lyft Engineering

Lyft was founded in 2012 and went public in 2019, with the mission to improve people’s lives with the world’s best transportation. We’re looking for driven engineers to fortify our European operations and solve some of the hardest problems in building large distributed systems to support rideshare, mapping, and more.