Apache Spark Structured Streaming powers large-scale, long-running mission-critical data pipelines from ETL streaming to analytics and machine learning. But as operational use cases evolved, teams started demanding something more: sub-second …
Latency
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AI Tools
A coding implementation to simulate practical Byzantine fault tolerance with asyncio, malicious nodes, and latency analysis
In this tutorial, we implement an end-to-end Practical Byzantine Fault Tolerance (PBFT) simulator using asyncio. We model a realistic distributed network with asynchronous message passing, configurable delays, and Byzantine nodes …
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Generative AI
Beyond simple API requests: How OpenAI’s WebSocket mode changes the game for low latency voice-driven AI experiences
In the world of generative AI, latency is the ultimate killer of immersion. Until recently, building a voice-enabled AI agent seemed like assembling a Rube Goldberg machine: You’d pipe the …
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Generative AI
Tavus launches Phoenix-4: a Gaussian-diffusion model that brings real-time emotional intelligence and sub-600 ms latency to generative video AI.
‘Uncanny Valley’ is the final frontier for generative video. We’ve seen AI avatars that can talk, but they often lack the soul of human interaction. They suffer from strenuous activities …
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AI Tools
How does an AI agent choose what to do under token, latency, and tool-call budget constraints?
In this tutorial, we build a cost-aware planning agent that deliberately balances output quality against real-world constraints such as token usage, latency, and tool-call budget. We design the agent to …
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AI News
Kwen Researchers Release Kwen3-TTS: An Open Multilingual TTS Suite with Real-Time Latency and Micro-Voice Control
Alibaba Cloud’s Quen team has the open-source Quen3-TTS, a family of multilingual text-to-speech models that target three core functions in a stack, voice clone, voice design, and high-quality speech generation. …
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Generative AI
How to Design a Full Streaming Voice Agent with End-to-End Latency Budgeting, Incremental ASR, LLM Streaming, and Real-Time TTS
In this tutorial, we build an end-to-end streaming voice agent that demonstrates how modern low-latency conversation systems work in real time. We simulate the entire pipeline, from segmented audio input …