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Изворен канал @pythonotes · Post #335 · 29 мар.

В Linux стандартными средствами можно использовать часть оперативной памяти как диск. Для этого требуется указать тип монтирования tmpfs в команде mount mount -t tmpfs -o size=5G tmpfs /mnt/ram Теперь путь /mnt/ram можно использовать как обычный каталог. Для чего это может быть нужно? ▫️ Скорость работы с таким каталогом выше чем многие SSD и тем более HDD. ▫️ Если у вас очень быстрый SSD на NVMe M.2 то такой способ особо не прибавит вам скорости, но поможет сохранить ресурс SSD когда требуется обрабатывать очень много мелких файлов и оперативка позволяет выделить нужный объем. ▫️ Оперативка это энергозависимая память, поэтому выключении питания все файлы безвозвратно теряются. Такой "non persistent" каталог гарантирует удаление временных файлов. Я написал небольшой скрипт для условного теста и сравнения скорости копирования файлов между SSD и RAM. Вот мои результаты: Single File Size: 30.0Gb ssd > ssd: 0:00:12.850 / 2.3Gb/s sdd > ram: 0:00:06.453 / 4.6Gb/s ram > ram: 0:00:06.995 / 4.3Gb/s ram > sdd: 0:00:06.217 / 4.8Gb/s Dir size: 32.7Gb, File count: 11127 ssd > ssd: 0:00:15.063 / 2.2Gb/s sdd > ram: 0:00:08.486 / 3.9Gb/s ram > ram: 0:00:08.032 / 4.1Gb/s ram > sdd: 0:00:07.026 / 4.7Gb/s Скрипт для теста ↗️ На моём железе прирост скорости ~2x. Плюс экономия ресурса SSD. В Windows такой фишки по умолчанию нет, но обязательно найдутся аналогичные решения #linux#triks

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AI & Law

@ai_and_law · Post #29 · 15.06.2023 г., 07:04

Cybersecurity and AI: mapping key issues in the EU The European Union Agency for Cybersecurity (ENISA) has released a comprehensive report highlighting key cybersecurity issues in the field of artificial intelligence. The report aims to shed light on potential risks and provide guidance for policymakers, businesses, and AI developers. The report identifies several critical areas that require attention. One key concern is the security and integrity of AI systems, emphasizing the need for robust safeguards against unauthorized access, data breaches, and malicious attacks. It also highlights the importance of ensuring the privacy and protection of personal data used in AI processes. Additionally, the report emphasizes the significance of transparent and explainable AI algorithms. Clear accountability and understandable decision-making processes are vital to building trust in AI systems and avoiding potential biases or discrimination. #AI#Cybersecurity#EU#DataProtection#Privacy#Transparency#Trust#Cyberthreats

Crypto M - Crypto News

@CryptoM · Post #64721 · 09.04.2026 г., 16:04

🚀 U.S. Treasury Launches Cybersecurity Initiative for Digital Assets The U.S. Treasury's Office of Cybersecurity and Critical Infrastructure Protection (OCCIP) announced a new initiative on April 9 aimed at bolstering cybersecurity within the digital asset sector. According to BlockBeats, this initiative will provide eligible U.S. digital asset companies and industry organizations with timely and actionable cybersecurity information. The goal is to enhance their ability to identify, prevent, and respond to cyber threats targeting their customers and networks. This action implements a key recommendation from the President's Working Group on Financial Markets report titled 'Strengthening U.S. Leadership in Digital Financial Technology.' #USTreasury#Cybersecurity#DigitalAssets#OCCIP#CriticalInfrastructure#FinancialMarkets#CyberThreats#DigitalFinancialTechnology

Venture Village Wall 🦄

@venturevillagewall · Post #3706 · 24.12.2024 г., 19:00

Crypto Predictions for 2025 Revealed 🚀 *Forbes* outlines key predictions for the crypto industry by 2025:* 🔹 G7 or BRICS nation to announce strategic Bitcoin reserve, following Trump’s remarks. 🔹 Stablecoin market cap projected to hit $400 billion due to regulatory clarity, bolstering the USD. 🔹 Bitcoin DeFi will drive growth with L2 solutions like Stacks and Babylon aiming for $24 billion TVL. 🔹 New ETFs incoming, including Ethereum with staking, Solana, and diversified crypto indices. 🔹 Major corporations like Apple or Google may add Bitcoin to their balance sheets. 🔹 Overall crypto market forecast to exceed $8 trillion, fueled by DeFi, AI, and DePIN. 🔹 Revitalization of U.S. crypto startups expected as regulatory changes ease access. 👉 Explore more: Crypto Twitter 🌐Related Links: - Mining Ban in Parts of Russia - MicroStrategy Considers Stock Increases for Bitcoin Purchases - New Scam Alert Regarding YouTube Seed Phrases - Forbes Full Crypto Industry Predictions - Christmas Rally for Bitcoin Fizzles - Nokia Patents New Asset Encryption Module - Cyber Threats from NK Causing $249M Outflow from Hyperliquid - Bullish Ethereum Forecast by Analyst - TeraWulf Allocates 70MW for AI Computing - Investors Pull $1.18B from Bitcoin ETFs - BNB Chain DeFi Ecosystem Grows 58% - S-Group Creators Arrested for $100M Fraud - Black Sea Resident Scammed on Bitcoin Purchase - Meme Coin Boom Attracts Fraudsters to Solana - SpaceX Utilizes Stablecoins for Currency Risk Hedging #Crypto#Bitcoin#DeFi#ETF#Stablecoins#MarketCap#G7#BRICS#Investment#AI#Regulation#Technology#MicroStrategy#Nokia#CyberThreats#MemeCoins#Scam#TeraWulf#BNBChain#Solana#SpaceX