InfoQ Homepage Hardware Content on InfoQ
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Meta Expands its Custom Silicon Strategy from Compute into Networking
Meta has detailed MTIA 300, its first in-house accelerator optimized for training ranking and recommendation models.
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How to Make Testing More Sustainable
By using a sustainable testing strategy, you can skip unnecessary tests, ensure failing fast and early, and only run tests affected by code changes. Tracking energy use per test and using static code analysis can help spot inefficiencies and guide optimization efforts.
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BMC Vulnerabilities Put Thousands of Servers at Risk of Hardware-Level Compromise
Security researchers are warning that thousands of enterprise servers could be exposed to compromise through vulnerabilities in their Baseboard Management Controllers (BMCs) - specialized processors embedded in server motherboards that provide administrators with remote, out-of-band control.
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OVHcloud Raises Prices as AI Memory Demand Reprices Non-AI Infrastructure
OVHcloud will raise prices from September, with 2026-edition gaming servers up 87 percent and other recent servers 40 to 59 percent. Founder Octave Klaba says memory cost six times more in June than a year earlier, as RAM suppliers shifted capacity toward high-bandwidth memory for AI. AWS, buying years ahead, has repriced one reserved GPU product.
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NVIDIA Launches Ising Open Models for Quantum Computing
NVIDIA has announced a new family of open models called NVIDIA Ising, designed to address quantum processor calibration and quantum error correction. These are two of the main engineering challenges limiting the scalability of current quantum systems, where noise and instability in qubits reduce the reliability of computations.
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Green IT: How to Reduce the Impact of AI on the Environment
AI poses major challenges for green IT: each query consumes vast energy, GPU chips last only 2-3 years, and costs stay hidden from users. Regulatory frameworks like the EU AI Act fall short on enforcement, Ludi Akue said. In her talk What I Wish I Knew When I Started with Green IT she presented model compression, quantization, and novel architectures, using sustainability as a design constraint.
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Uforwarder: Uber’s Scalable Kafka Consumer Proxy for Efficient Event-Driven Microservices
Uber has open-sourced uForwarder, a push-based Kafka consumer proxy built to handle trillions of messages and multiple petabytes of data daily. The system introduces context-aware routing, head-of-line blocking mitigation, adaptive auto-rebalancing, and partition-level delay processing to improve scalability, workload isolation, and hardware efficiency in large-scale event-driven microservices.
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Anthropic Reveals Three Infrastructure Bugs behind Claude Performance Issues
Anthropic recently published a postmortem revealing that three distinct infrastructure bugs intermittently degraded the output quality of its Claude models in recent weeks. While the company states it has now resolved those issues and is modifying its internal processes to prevent similar disruptions, the community highlights the challenges of running the service across three hardware platforms.
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How Developers Can Eliminate Software Waste and Reduce Climate Impact
High performance and sustainability correlate; making software go faster by improving the efficiency of algorithms can reduce energy requirements, Holly Cummins said at QCon London. She suggested switching systems off when not in use to reduce the environmental footprint. Developers can achieve more by doing less, improving productivity, she said.
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General-Purpose and Compute-Intensive Amazon EC2 Graviton4 Instances Now Available
AWS has recently released the EC2 C8g and M8g instances, powered by the latest Graviton4 processors. The general-purpose M8g and compute-intensive C8g instances are designed to deliver up to 30% better performance compared to Graviton3-based instances, with a cost increase of approximately 10% over the previous M7g and C7g generations.
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GhostWrite Vulnerability in C910 and C920 RISC-V CPUs
CISPA security researchers have discovered a vulnerability they’ve called ‘GhostWrite’ that’s caused by a hardware bug in T-Head’s XuanTie C910 and C920 RISC-V CPUs. Vector extensions that are supposed to provide translation of virtual memory addresses to physical addresses don’t work, meaning that an attacker can gain access to the contents of memory and any attached devices.
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Cloudflare Introduces Advanced Load Balancing to Eliminate Hardware Dependency
Cloudflare recently unveiled significant advancements in its load balancing capabilities, aiming to eliminate the need for hardware-based solutions. The company’s latest enhancements integrate seamlessly with Cloudflare One, providing end-to-end private traffic flow support and WARP authenticated device traffic.
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Amazon EC2 R8g Instances with AWS Graviton4 Processors Generally Available
AWS has announced the general availability of Amazon EC2 R8g instances, which use AWS Graviton4 processors. These instances have been available in preview since November 2023 and are designed for memory-intensive workloads such as databases, in-memory caches, and real-time big data analytics.
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How to Build Large Scale Cyber-Physical Systems
To build large-scale safety-critical systems, we need to decompose the system into smaller solvable problems, resolve what is known, and resolve unknowns through experiments, Robin Yeman argued. She suggested investing in test environments for both software and hardware early to enable being test-driven early to increase the safety, security, reliability, and availability of the systems.
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Axion Processor: Google Announces Its First Arm-Based CPU
During the recent Google Next '24 conference, Google unveiled Axion, its first custom Arm-based CPUs designed for data centers. Utilizing the Arm Neoverse V2 CPU architecture, the new processor will be available to customers later this year.