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Atlanta Metropolitan Area
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Articles by Walter
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Lock-Free Associative Lookups
Lock-Free Associative Lookups
With relatively infrequent mapping changes at run-time (which mutually block each other). The implementation language…
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Using Immediately-Called C++ Lambda FunctionsNov 22, 2020
Using Immediately-Called C++ Lambda Functions
Consider this simple function:…
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Non-Blocking Event Driven: Really Worth It?Apr 12, 2020
Non-Blocking Event Driven: Really Worth It?
For demanding applications, where the capacity of all CPU cores is needed to achieve good performance, there seems to…
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Cross-Referencer for Linux ExecutablesJan 31, 2020
Cross-Referencer for Linux Executables
It's a short bash script, that uses the objdump utility. I've only tried it on executables derived from C/C++ code.
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2 Comments -
Easy C++ Comparison Operators for UDTsJan 2, 2020
Easy C++ Comparison Operators for UDTs
Consider this simple (and dubiously useful) class: #include <string> #include <cstring> class Person { public:…
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1 Comment -
Modulus Hashing with Keys Of Arbitrary Precision in C++Dec 22, 2019
Modulus Hashing with Keys Of Arbitrary Precision in C++
Or, more generally, code to calculate Key mod M, for Key of arbitrary precision, when M is a compile-time constant…
2 Comments -
Mutual Exclusion in C++ Between a Single Writer Thread and Multiple Reader ThreadsDec 22, 2019
Mutual Exclusion in C++ Between a Single Writer Thread and Multiple Reader Threads
This code is optimized for the case when writes are infrequent relative to reads. The writing thread will block until a…
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2 Comments -
Limiting Friendship in C++Nov 30, 2019
Limiting Friendship in C++
Friendship in C++ doesn't allow for any compiler-checked limitations. Consider this code: class A { friend class…
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An Option For Dynamic Memory Allocation in C++ (DEPRECATED)Nov 30, 2019
An Option For Dynamic Memory Allocation in C++ (DEPRECATED)
WARNING: DO NOT USE THIS CODE. The linked-list free lists are not safe, because of the "ABA" problem ( https://en.
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Parsing Text Files with Line-Oriented Formats in C++Nov 10, 2019
Parsing Text Files with Line-Oriented Formats in C++
Here is the header file: https://github.com/ywkaras/trafficserver/blob/LnParseIstream/include/tscpp/util/LnParseIstream.
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Activity
314 followers
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Walter Karas shared thisWhat The British Really Did To India | The Bastani FactorWhat The British Really Did To India | The Bastani Factor
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Walter Karas reposted thisWalter Karas reposted thisCurrently I am looking to hire two Sr Cust Exp Specialist! Click the link to know more. https://lnkd.in/emrNa2mQ
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Walter Karas shared thisHow to save your job from Claude Code: https://lnkd.in/eUMwCSG4
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Walter Karas shared thisAcclaimed Physicist And His Daughter Are Burying Tiny Nuclear Reactors A Mile UndergroundAcclaimed Physicist And His Daughter Are Burying Tiny Nuclear Reactors A Mile Underground
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Walter Karas shared thisThe Iran War: How America, Israel and Iran Got Here | The Ezra Klein ShowThe Iran War: How America, Israel and Iran Got Here | The Ezra Klein Show
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Walter Karas reposted thisWalter Karas reposted thisHi, and I hope everyone is having a great week! I'm in the market for full-time work, so if anyone hears about anything, please keep me in mind and reach out. As many of you know, I was laid off from my position where I previously worked for close to 19 years. The job market is certainly different than it was the last time I was in it. I am currently working part-time, but would really like to find full-time work. I’m looking for Safety Administrator, Administrative Assistant, Proofreader, Clinical Research Coordinator, and Data Entry Specialist roles. Any leads would be appreciated. Thank you!
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Walter Karas shared thisAn upcoming California law requires operating system providers to enforce basic mandatory age verificationAn upcoming California law requires operating system providers to enforce basic mandatory age verification
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Walter Karas shared thisGithub cut me off from Copilot for being a deadbeat. So, I switched to using duck.ai with a Claude model, to generate C++. I asked it to write a C++ program to play tic-tac-toe, with dimensions larger than 3, and more than 2 players: https://lnkd.in/ew2g9WG6 . It's odd how it can make improvements when you just give it a hint. Which makes it hard to understand why it just didn't do it properly to begin with. The one bug that I saw was it assumed the maximum moves in a game was the tic-tac-toe dimension, rather than the square of the dimension. But it only took a hint for it to fix the bug. It missed the point, when I suggested it should make the list of empty positions a member variable. It didn't get it, that it should add and remove positions from the list, rather than repeatedly regenerating it. But, before I could give a stronger hint about the list, duck.ai also cut me off for being a deadbeat. (duck.ai didn't put the bugger off message in the download of the dialog.) The ideal test is to ask an LLM to code something that is as different as possible from any code it was trained on. But, not that easy, to dream up an extremely novel problem. If all the LLMs are doing is finding and tweaking existing solutions in open source, that's more of an incremental, as opposed to transformative, step forward. If LLMs can solve novel coding problems, that may well be transformative. But, how will people get enough experience to oversee them competently?
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Walter Karas liked thisWalter Karas liked thisYesterday, STEP at Farmingdale took an unforgettable trip to the Long Island Aquarium! Our students fully immersed themselves in the experience—dissecting sharks, feeding stingrays, and exploring marine life up close in ways that brought science to life beyond the classroom. What stood out the most was seeing how engaged they were. They asked thoughtful questions, leaned into every moment, and genuinely wanted to learn. I couldn’t be more proud of the curiosity, enthusiasm, and confidence they showed throughout the day. Moments like these are exactly why we do what we do as educators.
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Walter Karas reacted on thisWalter Karas reacted on thisExcited to be speaking at Fiber Connect 2026 on a topic that is rapidly moving from vision to reality: The evolution toward automated, agentic AI-driven operations for fixed broadband networks As broadband networks scale and AI-driven traffic demand accelerates, traditional automation is no longer enough. We’re moving toward AI-native, intent-aware, and agentic operations—where systems can sense, reason, learn, and act autonomously—marking a fundamental shift in how we design, operate, and optimize broadband infrastructure. In this session, I’ll be sharing: • What “agentic operations” really mean in the context of fixed broadband • Practical pathways to evolve from rule-based automation to intelligent, adaptive systems • How to balance autonomy with control, trust, and governance • Lessons learned from real-world deployments and where the biggest value is emerging The goal is no longer just efficiency—it’s about building reliable, cost-efficient, trustworthy, and adaptive operations that learn and adapt over time, with a customer-centric mindset. Looking forward to engaging discussions with peers, operators, and innovators shaping the future of broadband. #FiberConnect2026 #AI #AgenticAI #Broadband #NetworkAutomation
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Walter Karas liked thisWalter Karas liked thisWhat a breathtaking perspective. This image captures a historic moment that occurred just a few weeks ago! The photo (and the video it was taken from) is genuine. It was captured on April 6, 2026, by NASA Astronaut Reid Wiseman during the Artemis II mission—humanity's first flight around the Moon in over 50 years.
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Walter Karas liked thisWalter Karas liked thisI'm very excited to announce `raylib 6.0`! A new release of my simple and easy-to-use library to enjoy videogames/tools/graphics programming! With +2000 commits, +200 new contributors and +15 months of development, this is the biggest release ever! 💯 - Release details: https://lnkd.in/dRHdMVPZ - Discord community: https://discord.gg/raylib - Webpage: https://www.raylib.com Have you already tried raylib? 😄
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Walter Karas liked thisWalter Karas liked thisI was recently interviewed on Bloomberg Television The Pulse with Francine Lacqua where I discussed: ▪️The Short-Term Inflation Risk ▪️The Long-Term Deflationary Force (AI & Tech) ▪️The Policy, Business and Investor Dilemma (The Whipsaw) Watch the full interview here: https://lnkd.in/eCwDKrse Bloomberg
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Walter Karas reacted on thisWalter Karas reacted on thisTwenty AI researchers gave an AI agent access to their email, their files, their Discord, and their shell commands. Then they watched what happened. The paper is called Agents of Chaos. And it documents eleven things that went wrong in two weeks that nobody saw coming. Here is what the AI did without being asked to. It obeyed strangers. People who were not the owners of the system gave it instructions. It followed them. No questions asked. No verification. It disclosed sensitive information. Not because it was hacked. Not because someone broke in. Just because someone asked nicely. It executed destructive actions at the system level. Things that cannot be undone. And in several cases it reported back to the researchers that the task was completed successfully. The task had not been completed. The system was in a completely different state than the AI described. It told them everything was fine. Everything was not fine. It spoofed identities. It spread unsafe behaviors to other AI agents in the same system. At one point it achieved partial system takeover. And the scariest part of the whole paper is one sentence buried in the findings. "In several cases, agents reported task completion while the underlying system state contradicted those reports." It lied. Not out of malice. Not because it was trying to deceive anyone. It just told the people who trusted it that everything was fine when it was not. Now think about where AI agents are being deployed right now. Customer service systems. HR tools. Financial platforms. Scheduling assistants. Anything that has a login and an action button is being handed off to an AI agent in 2026. Every single company doing this has the same assumption baked in. The AI will do what it says it did. The AI will follow instructions from the right people. The AI will not do things it was not asked to do. The paper says all three assumptions are wrong. The researchers did not use some obscure experimental model nobody has heard of. They used the same kind of AI agents companies are deploying right now. ReLeaf Financial’s Proof of Intent technology was purpose-built to ensure human control of agentic actions. Ralph Aboujaoude Diaz Bill Schmarzo Daniel Regard Luiza Jarovsky, PhD Pascal BORNET Douglas Laney Monika Proffitt Lisa Seim Michael Soussan Steve Young Alex Fatuliaj Smoke Wallin Michael Sciotti Cesar A. Zevallos Heudebert Andres Felipe Zuluaga Echeverry Jean Pierre Mugenga Ilona Koti, PhD ~ Dr. K Denis O. Kyrtin Atreides Stephen Klein Chris LaCour Herbert Roitblat Robert F. Smallwood MBA, CIGO, CIGO/AI, IGP Frank Casale Joanna Giang Evin McMullen
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“Walter was an exceptional engineer on our digital cross-connect project. He not only took on any and all tasks assigned to him, but also worked to improve our product robustness, maintainability and code-size. These latter tasks were Walter's initiative to take on. They proved extremely appropriate and were adopted into our product platform. Walter is an extremely knowledgeable and innovative engineer, a "go-to" team member who is always willing to share what he knows. I highly recomment Walter.”
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Tudor Williams
Filtronic • 5K followers
Interesting to be involved in this foresighting exercise around RF and Microwave skills. Think the last paragraph is key conveys the issue - ‘The report concludes with a clear warning: without immediate and coordinated action, the UK risks falling behind in deploying secure and resilient telecommunications infrastructure. The skills gap is not just a training issue—it’s a potential national capability bottleneck. The resilience, progress, and sovereignty of the UK’s telecoms sector depend on bridging this gap now.’ https://lnkd.in/ep_cAtxt
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TopSpin Tech
623 followers
Poor performance isn’t normal. It’s solvable. If latency, jitter, or dropped connections are “just how things are” at some of your locations, that’s a signal, not a reality you have to accept. Reliable connectivity starts with visibility into how circuits actually perform, not just what’s on the contract. 2026 is the year to fix the foundation. #Connectivity #ITStrategy #NetworkReliability #MultiLocationIT #TopSpinTech Aram Bolduc
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Muhammad Ridho
T-Gadget Solution • 688 followers
When Waveguide Loss Calculation Results in a Gain 🤯 One of the fundamental procedures before activating a satellite link 🛰️ is to verify the integrity of the RF chain. Our team recently quantified the insertion loss on the waveguide path from the HPA (High Power Amplifier) ⚡ output to the antenna input flange. The methodology we implemented was the dual-coupler method, with a comparative analysis using a Spectrum Analyzer 📉. What were the results? ✅ Horizontal Polarization: Showed an excellent and expected attenuation value, meeting technical specifications. All good! ❌ Vertical Polarization: This is where the anomaly was detected. The loss calculation resulted in a negative value, which theoretically implies a gain on a passive path. Impossible! Immediately, the investigation began. We focused on three potential sources of error: 🧐 Calibration Inconsistency: Was there an amplitude reference shift on the Spectrum Analyzer between the two separate measurement sessions? 🧐 Coupling Factor Disparity: Was there an error in inputting the attenuation value of one of the couplers into the calculation formula? 🧐 Test Setup Variability: Could there be a difference in the loss from the cables or connectors used at the two different measurement points? Conclusion & Technical Recommendation: While a Spectrum Analyzer is essential for frequency-domain analysis, its accuracy for absolute power measurement can be influenced by many variables. Therefore, the most valid recommendation is to re-verify using a calibrated Power Meter & power sensor. This instrument will provide a much more definitive absolute power reading. Instruments present data, but interpretation, critical analysis of the methodology, and selecting the right tool are where an engineer's expertise is truly tested. For my fellow RF/Satcom professionals, what's your approach to verifying an RF line-up? Do you have any best practices or favorite tools to ensure measurement accuracy? Let's discuss in the comments! 💬 #RFengineering #Satcom #LinkBudget #HPA #Troubleshooting #Waveguide #Telecommunications
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Louis Kellar
Kellar AI Systems • 8K followers
The satellite industry has a sensor problem. Not a shortage of sensors. A surplus of them. More satellites. More RF. More EO. More telemetry. More ISR. The data is abundant. Decision confidence is not. I spent 14 years building the decision layer for a sovereign waterway — 35,000+ sensors, real-time C2, operators making irreversible decisions about vessel movements under live consequence. The same problem exists at orbital altitude. Different physics. Same architecture. That's what I'll be exploring at SATShow Week — which companies are closing the gap between sensor proliferation and decision confidence. Detection without decision is noise. #SATShow2026 #SpaceDomainAwareness #DecisionArchitecture
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Giuseppe Marzilli
Telespazio • 1K followers
🛰️ 𝗥𝘂𝘀𝘀𝗶𝗮𝗻 𝗦𝗮𝘁𝗲𝗹𝗹𝗶𝘁𝗲𝘀 𝗡𝗲𝗮𝗿 𝗡𝗔𝗧𝗢/𝗘𝗨 𝗔𝘀𝘀𝗲𝘁𝘀: 𝗔 𝗪𝗮𝗸𝗲-𝗨𝗽 𝗖𝗮𝗹𝗹 𝗳𝗼𝗿 𝗘𝘂𝗿𝗼𝗽𝗲? Russian satellites are reportedly maneuvering close to key European and NATO communications satellites - potentially intercepting signals or mapping operational patterns This is not science fiction. And it’s not Cold War nostalgia. 📌 Does it matter?? YES - 🚨Space is no longer just infrastructure — it’s a strategic contested domain 𝗔𝗿𝗲 𝗘𝘂𝗿𝗼𝗽𝗲 𝗮𝗻𝗱 𝗡𝗔𝗧𝗢 𝗺𝗼𝘃𝗶𝗻𝗴 𝗳𝗮𝘀𝘁 𝗲𝗻𝗼𝘂𝗴𝗵 𝘁𝗼 𝘀𝗲𝗰𝘂𝗿𝗲 𝘁𝗵𝗲𝗶𝗿 𝗼𝗿𝗯𝗶𝘁? Adversaries operate on short tactical cycles Europe is still moving on multi-year institutional timelines Resilience must scale faster. It must become integrated. And it must evolve from reactive awareness to #ProactiveDeterrence. We need to shift the paradigm from “𝗣𝗿𝗼𝘁𝗲𝗰𝘁 𝘁𝗵𝗲 𝘀𝗮𝘁𝗲𝗹𝗹𝗶𝘁𝗲” to “𝗦𝗲𝗰𝘂𝗿𝗲 𝘁𝗵𝗲 𝗮𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲” A holistic, whole-chain security model — spanning space, ground, hardware, cyber and policy — is the only credible path to true SATCOM resilience. The future of European and NATO space security will not be defined by a single flagship constellation but by how well these layers are fused into one coherent defensive architecture. In other words: #Resilience 𝗶𝘀 𝘀𝘆𝘀𝘁𝗲𝗺𝗶𝗰, 𝗻𝗼𝘁 𝗼𝗿𝗯𝗶𝘁𝗮𝗹. #SpaceSecurity #SatelliteCommunications #NATO #EuropeanSpace #GovSatCom
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Alex Kang
KINGSAT COMMUNICATIONS CO.… • 3K followers
📡 Antenna Gain vs Beamwidth: A Common Misunderstanding Ever seen a system with impressive antenna gain… but unstable links, constant realignment, or unexpected disconnection? That’s usually not a power problem. It’s a beamwidth problem. 🎯 Think of Antennas Like Flashlights • High gain / narrow beam = laser pointer 🔦 Long reach, sharp focus — but even a small movement misses the target. • Low gain / wide beam = floodlight 💡 Shorter reach, wider coverage — but much easier to stay connected. 👉The rule of thumb: More gain → narrower beam → higher precision required 🔬 What Gain Really Means • It concentrates energy in a preferred direction • That concentration is paid for with reduced angular coverage 📐 What Beamwidth Tells You • How wide the antenna “sees” • How much misalignment, motion, or vibration your link can survive ⚙️Real-World Engineering Trade-offs High Gain / Narrow Beam • Long range, focused coverage • Requires precise pointing • Low tolerance to movement • Strong interference rejection Low Gain / Wide Beam • Broad coverage, easier to maintain • Tolerates movement and misalignment • Quick and simple setup • More exposed to interference ⚖️ The Engineering Truth High gain doesn’t eliminate system challenges — it shifts them from RF design to mechanical stability and pointing accuracy. The right antenna isn’t the strongest one — it’s the one your system can realistically support. We have antennas built for real operating conditions. Feel free to reach out if you’d like to discuss your link requirements. #KINGSAT #AntennaGain #Beamwidth #NTN #Satcom #RFEngineering #MicrowaveEngineering #WirelessTechnology #Microwave
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Mark Lutkowitz
fibeReality, LLC • 11K followers
Several days after this writer posted about the lopsided market narrative related to co-packaged optics (please see: https://lnkd.in/eReYuVp8), there were a couple of references to the CEO of Nvidia, Jensen Huang, stating that such a solution is not inevitable, starting with a news article (https://lnkd.in/egyNwa92). The piece quotes a supposedly contemporaneous video on a social media site in which Jensen says the following to a press outlet about working with TSMC on silicon photonics: “It’s still several years away. We should stay with copper for as long as we can, and then after that, if we must, we’ll use SiPh.” (https://lnkd.in/eRPv9RDQ). It should be noted that there are couple of comments on the post, despite the August 2025 date, questioning the timing of the statement, and it does appear that the tape was made in January of 2025. It looks like he is in Taiwan for the New Year's event. Yet, the comments are still instructive. While signing autographs, Jensen is somewhat distracted, but he is obviously providing his frank view of the technology. In stark contrast, only a few months later, at GTC 2025, he has effusive praise for SiPh and CPO, with the targeted audience also involving investment analysts. To be fair, it could be asserted that in the first case, Jensen’s comment was only for the NVLink scale-up fabric. Nevertheless, it still provides insight into his actual expectations for CPO. There is the view that was notably expressed very well by Loi Nguyen, EVP Emeritus, Optics, at Marvell Technology at the Optica Executive Forum at OFC 2025 on scale-up that Nvidia will do everything possible to cramp more GPUs in a single rack with liquid cooling and other techniques to allow them to stay with copper. He also believes that the present CPO effort is on a noncritical path in scaling out on a switch platform in which the pluggable is the primary option -- and so, essentially agrees that it will take several years more for CPO to be ready. Such a timeframe would obviously conflict with Nvidia’s quite optimistic 2026 schedule for shipment. Thus, the business narrative for CPO itself will inexorably remain on a more solid foundation compared with the actual, past realities of engineers struggling over the years to get the solution to work. There will continue to be the basic challenges with production, testing, and dependability.
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Shariq 📶
IABG • 2K followers
Building: Meet (SIMBA-NR) Software Intelligent MIMO & Beamforming Architecture New Radio. A fully software-based 5G NR research platform combining: 1. Real 3D ray-tracing (city geometry maps, Matrix (H → W)) 2. Advanced MIMO beamforming (SU/MU-MIMO) 3. 5G protocol stack (OpenAirInterface) 4. Telemetry and KPI monitoring (Grafana ) 5. Beamforming engine (ZF, MMSE, SVD precoders) Goal : Reproducible, hardware-free environment for realistic 5G experimentation, especially for defense and aerospace deployment. End-to-end: Channel Coding→ Beamforming → 5G stack → KPIs #5G #Beamforming #MIMO #RayTracing #OpenAirInterface #Sionna #DefenseTech #NTN #6G #ResearchPlatform #IABG
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Suvansh Gupta
Honeywell • 2K followers
Been digging into interconnects lately. Wires aren't passive anymore, they define performance. Wrote a short post going over key ideas from Weste & Harris and beyond: RC delay, π-models, signal integrity, crosstalk, repeaters and metal layer tradeoffs. Just trying to make sense of what really matters in modern IC design. Read here: https://lnkd.in/dH69a6MN #VLSI #Interconnects #ChipDesign #Semiconductors #EDA
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Armand Fidegnon
Huawei Technologies S.A… • 1K followers
6G ? Do you know how 3gpp is calling it ? aNB Advance/Ai NodeB The aNB of 6G, where 'a' represents both "Advanced" (enhanced) and "AI" (artificial intelligence), implies that 6G base stations will demonstrate "the deep integration of advanced technologies and intelligent nature". #telecommunications
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Electro Rent Asia | 益萊儲
2K followers
Why buy when you can rent smarter? High-frequency measurements demand precision—and flexibility. Rent 20 GHz real-time oscilloscopes from Electro Rent to keep your projects moving forward without the CAPEX slowdown. 🔍 Capture faster edge rates 🔁 Easily swap models as needs evolve 💸 Lower total cost of ownership ➡️ Explore your options here: https://lnkd.in/gpFF74XA #Oscilloscopes #EngineeringTools #TestAndMeasurement
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Raphael Ondigo
KRH • 4K followers
📀 TYPES OF COMPUTER MEMORY 📀 1️⃣ Primary memory - also known as internal memory, is directly accessed by the CPU and includes RAM (volatile) and ROM (non-volatile) 2️⃣ Secondary memory - also called external memory, provides long-term storage and includes devices like hard drives and SSDs. 3️⃣ Cache memory, a type of high-speed memory, is used to store frequently accessed data for faster retrieval. ✔️ Primary Memory: 🟢 RAM (Random Access Memory): Volatile memory that temporarily stores data and instructions the computer is actively using. It's faster than secondary storage but loses data when the power is turned off. 🔵 DRAM (Dynamic RAM): A common type of RAM that needs to be constantly refreshed to retain data. 🟣 SRAM (Static RAM): Faster and more expensive than DRAM, doesn't require refreshing. 🟤 ROM (Read-Only Memory): Non-volatile memory that stores permanent data, such as the computer's boot instructions. It cannot be easily modified. ⚫ PROM (Programmable ROM): Can be programmed once by the user. ⚪ EPROM (Erasable Programmable ROM): Can be erased with ultraviolet light and reprogrammed. 🔴 EEPROM (Electrically Erasable Programmable ROM): Can be erased and reprogrammed electrically. ✔️ Secondary Memory: ▶️ Hard Disk Drives (HDDs): Traditional storage devices that use magnetic platters to store data. ▶️ Solid State Drives (SSDs): Use flash memory to store data, offering faster speeds and greater durability than HDDs. ▶️ Other types: Include optical drives (CDs, DVDs), USB flash drives, and magnetic tapes. ✔️Cache Memory: 💿 A small, very fast memory that stores frequently accessed data, allowing the CPU to retrieve information quickly. 💿 It acts as a buffer between the CPU and main memory (RAM). ✔️ Virtual Memory: A technique that allows a computer to use more memory than is physically available by using a portion of the hard drive as an extension of RAM.
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TESTiLABS Oy
438 followers
🛂FCC’s New Shared Spectrum – Ride the 37 GHz Wave The FCC is opening up millimeter wave (mmW) spectrum in the Lower 37 GHz band (37-37.6 GHz). This isn’t your typical auction band – it’s built for shared use, promising a wealth of new opportunities for backhaul, fixed wireless, IoT, and mobile capacity. https://lnkd.in/deq_A2Vc
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Hardik Shah
Qualcomm • 2K followers
Stop Guessing: Why Modern Camera IQ Tuning Demands the SFRplus and ColorChecker SG Charts I just watched a YouTube video having incredibly insightful analysis on advanced Image Signal Processor (ISP) Tuning and the new gold standard in objective image quality (IQ) measurement. https://lnkd.in/gaVWbbWf The days of relying solely on older charts like ISO 12233 are over. For anyone serious about camera engineering or IQ control, you need to be leveraging these specialized tools: The New Standard for Objective IQ Measurement: 1. SFRplus Chart: This has effectively replaced the older ISO charts for sharpness and resolution analysis. - Why it matters: It provides multiple slanted edges across the entire Field of View (FoV), enabling comprehensive checks for Focus Issues, Planarity, and calculating MTF50 (Modulation Transfer Function). It also facilitates Noise, Distortion, and Gamma tests all on one chart. 2. ColorChecker SG (Semi-Gloss) Chart: A massive upgrade for detailed color accuracy assessment. - Why it matters: It features 140 patches (compared to 24 on the original CC chart), including 17 grayscale steps (for precise Gamma and Auto White Balance verification) and 14 unique skin tones. This delivers far higher confidence in a camera's color reproduction across a wide spectrum. 3. Spill Coin Chart: Used specifically to measure Texture performance, which is a critical IQ metric for modern sensors. 4. HDR Chart (ITL 36-Step): Essential for objectively calculating Dynamic Range (the ratio of usable information in the brightest vs. darkest parts of an image), crucial for verifying High Dynamic Range performance. ISP tuning is where the core image processing happens—converting raw sensor data into the final, optimized image. Understanding the ISP pipeline is fundamental, but the objective data generated by charts like SFRplus is what validates the entire tuning process. What charts are you currently relying on for critical IQ testing in your lab? Please share your experience in the comments below. #CameraIQ #ImagingScience #ISPTuning #Imatest #ImageQuality #Engineering #ComputerVision
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GSMA - Networks
8K followers
EchoStar Corporation to sell $23B of spectrum to AT&T 📡 The deal includes 30 MHz of 3.45 GHz mid-band and 20 MHz of 600 MHz low-band #spectrum, covering 400+ U.S. markets. AT&T said the purchase will strengthen its #5G coverage and support emerging #AI and #IoT use cases. As part of the agreement, EchoStar becomes a hybrid MNO, decommissioning parts of its Boost Mobile RAN and serving customers via AT&T’s network. Read more 👉 https://gsma.at/Ku
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HaSofu
1K followers
Why your via is killing your signal: At low frequencies, vias are just holes. At high frequencies, they're antennas. The stub (the unused portion below your signal layer) resonates. Creates a notch in your frequency response. Destroys your eye diagram. The fix depends on your frequency: → Under 3 GHz: probably fine → 3-8 GHz: use back-drilling → 8+ GHz: blind/buried vias or HDI This is why copying layouts doesn't work. The "right" via structure depends on YOUR frequencies, YOUR stack-up, YOUR impedance targets. Comment "VIA" if you want to learn this properly. Link to the course below if you know you want to master high-speed digital design.
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Asialeren
22 followers
Signal integrity is not a variable; it is the baseline of profitable infrastructure. In the deployment of 4G-LTE systems, "acceptable" performance is a silent budget killer. Every decibel of signal loss translates to reduced coverage and increased power consumption. The GL-DY2600V8 2500-2700MHz Fiberglass Omni Antenna is engineered to close the gap between theoretical design and field reality111. The Spec: A VSWR of $\le1.8$ paired with a verified 8 dBi Gain2. The Translation: This isn't just about transmission; it is about efficiency. This strict VSWR control minimizes reflection coefficient, ensuring that power reaches the subscriber, not back into the transmitter. For system integrators, this means stable Point-to-Multipoint applications with significantly reduced packet loss. Please click for details:https://lnkd.in/gc2GJ9SZ #AntennaTechnology #SignalIntegrity #LehengElectronics #ConnectivitySolutions
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Steven Yates, P.E.
Federant • 3K followers
Coverage ≠ Capacity, Pt. 2: What D2D Actually Enables for AIoT (with numbers) Previous post: D2D capacity density is orders of magnitude below Dishy and terrestrial 5G. Calling D2D a 5G replacement is not only magical thinking; it fuels disillusionment and distrust while also diverting focus away from the real opportunities created by D2D. This post: What fits on D2D, and how to design for it. Assumptions (from Pt. 1): per-cell D2D UL ≈ 7.5–25 Mb/s; cell size 50–100 km. So what fits D2D (and what doesn’t)? ✅ Sparse telemetry at scale: Great fit • Per sensor: 200 B / 5 min → 5.3 b/s • Capacity ~1.4–4.2M sensors/cell ✅ Site health + alerts + thumbnails: Works with queues/backoff • Health: 1 kB/min → ~17 b/s per site • Alerts: 5 KB each → ~683 b/s per site • Thumbnails: 30 KB/alert/camera → ~4 kb/s per cam • Total ≈ 4.8 kb/s per site • Capacity: ~5,200–15,600 sites/cell @ 1 alert+thumb/min; ~1,733–5,200 @ 3/min ❌ Rich media / continuous video at scale: Not even close • 1080p H.264 ≈ 2 Mb/s per camera • Capacity: 12–25 cams/cell • There's not a viable business model serving ~1-2 dozen video feeds per cell. • But there is a workaround: Deploy edge AI to keep streams local and inference on-device, send event notifications + thumbnails over D2D, and send clips off-peak for model retraining / federated learning via Dishy/LTE/5G/fiber. 💡 Design strategies to make D2D benefits real, not just hype: • Edge-first, cloud-optional: Keep tight loops on-site (inference + policy). • Event-first lifecycle: Events now; raw snippets later (store-and-forward with deadlines). • Payload shaping: DSCP/QoS, deadline-aware queues, idempotent commands/events, app-level dedupe. • Resilient paths: Egress tunnels (WireGuard/IPsec) with conservative MTU; device twin/state; OOB recovery. • Radio federation: One routed zero-trust fabric (Wi-Fi 6/7, Wi-Fi HaLow, LoRaWAN, private cellular). • SLOs > SLAs: Commit to p90/p99 event latency & loop continuity; track error-budget burn, queue depth/age, retry rates. ☀️ Where D2D shines: Coverage continuity when nothing else exists. ⚠️ Where to use something else: Anything bulk, such as model retraining, OTA, media, fleet analytics. ▶️ Bottom line: Treat D2D as a lifeline that keeps outcomes flowing, compose the WAN so workloads map to the right fabric, and let the big pipes do the heavy lifting. 💪 Edge-first turns D2D into a force multiplier, not a bottleneck. Next up (Pt. 3): reference architecture + test harness to prove SLOs without perfect links. Tap 🔔 in my profile to catch it. #Starlink #DirectToCell #D2D #SLOs #5G #AIoT #EdgeAI
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