FormFactor Inc.’s Post

Electrical engineers and utility experts are saying that Artificial Intelligence, AI is going to need so much new electricity over the next two to five years, that our grid system will not be able to handle it, which is why utility companies are suddenly not shutting down their coal operations. A very timely report on a hot topic in the Market Intel segment, then Shelley Grandidge joins us. MASTERING MONEY is on the air!! Check out this episode! https://lnkd.in/gHSm6A-r

🔍 Ever wondered about the intricacies of Differential Manchester Encoding? Look no further! This blog by Teledyne LeCroy breaks down the concept, providing a comprehensive understanding for ensuring accurate and efficient data transmission. 🌐 Blog Link: https://lnkd.in/d_eGGVwU #oscilloscope #testandmeasurement #electricalengineering

Electrical engineers and utility experts are saying that Artificial Intelligence, AI is going to need so much new electricity over the next two to five years, that our grid system will not be able to handle it, which is why utility companies are suddenly not shutting down their coal operations. A very timely report on a hot topic in the Market Intel segment, then Shelley Grandidge joins us. MASTERING MONEY is on the air!! Check out this episode! https://lnkd.in/guwHYTcb

At a fraction of the cost of our competitors, Point One's Atlas #INS gives you real-time, accurate location data with transparent pricing. With Atlas, you'll eliminate the need for clunky post-processing workflows, data processing, and nights spent waiting for results. How? Atlas integrates top-tier hardware with the world’s most precise #RTK network and advanced Sensor Fusion algorithms. And while Point One may be a more recent player when compared to our top competitor, we've excelled in pushing the boundaries of innovation at both the software and device levels. This innovation ensures that we deliver you real-time data accuracy on par with traditionally post-processed data. See the tech specs + compare for yourself here -> https://hubs.ly/Q029ktSw0

Presenting the paper titled " Adaptive layered machine learning approach to detect and mitigate behavioral based intrusions in wireless sensor networks " at the "21st control instrumentation systems conference 2024(CISCON-2024)" was a milestone moment in my research journey. I'm deeply honored to have had the chance to share my work and receive recognition for it. This experience has only fueled my passion for discovery and innovation. #ConferenceExperience #ResearchImpact #ProudMoment

I recently published a preprint at TechRxiv about Quality of Transmission (QoT) in optical networks. The article explores the significance of Quality of Transmission (QoT) estimation in optical networks and highlights the increasing use of machine learning (ML) techniques to enhance QoT estimation accuracy. The paper is an overview consisting in a mixture of a tutorial and a survey and includes the definition of most commonly metrics used in QoT estimation (BER, PRE-FEC, OSNR, GSNR, ESNR), machine learning techniques background and evaluation metrics, survey of ML-based QoT solutions, QoT estimation in open and disaggregated networks. In summary, rapid and accurate QoT estimation empowers various aspects of network design and operation, including marginless networks, proactive failure management, optimized amplifier operation, impairment-aware RSA systems, resource optimization, disaggregated network deployment, SNR forecasting, rapid lightpath provisioning, traffic rerouting, and efficient network reconfiguration, thus advancing optical network automation significantly. The preprint can be found here: https://lnkd.in/dTK8aeec #opticalnetworks #QoT #machinelearning #failure management #networkautomation #artificialintelligence #openness #qualityoftransmission #marginless

Ed Sperling, Editor in Chief at Semiconductor Engineering interviewed Noam Brousard, VP of Solutions Engineering at proteanTecs, about reducing power in #datacenters. Noam talks about the need to identify issues involving workloads, aging, temperature, and IR drop in real-time. He explains the benefits of using guard bands selectively on an as-needed basis, rather than trying to protect against a combination of theoretical worst-case scenarios. 📹 Watch the #video interview to learn more. For more information about proteanTecs power reduction solution, click the 🔗 link in the comments below. This page features an interactive ROI calculator where users can estimate their data center savings when using the proteanTecs AVS Pro™ application.  #semiconductor #adaptivevoltagescaling #semiconductormanufacturing

#Stacked #intelligent #metasurfaces (#SIM) represents an advanced signal processing paradigm that enables over-the-air processing of electromagnetic waves at the speed of light. Its multi-layer structure exhibits customizable increased computational capability compared to conventional single-layer reconfigurable intelligent surfaces and metasurface lenses. In this paper, the authors deploy SIM to improve the performance of multi-user #multiple-#input #single-#output (#MISO) wireless systems with low complexity transmit #radio #frequency (#RF) chains. In particular, an optimization formulation for the joint design of the SIM phase shifts and the transmit power allocation is presented, which is efficiently solved via a customized #deep #reinforcement #learning (#DRL) approach that continuously observes pre-designed states of the SIM-parametrized smart wireless environment. The presented performance evaluation results showcase the proposed method's capability to effectively learn from the wireless environment while outperforming conventional precoding schemes under low transmit power conditions. Finally, a whitening process is presented to further augment the robustness of the proposed scheme. ---- 刘昊, Jiancheng An, Derrick Wing Kwan Ng, George Alexandropoulos, Lu Gan More details can be found at this link: https://lnkd.in/gBgs5aZe

Check out our latest interview by Sebastian Stokłosa, where he discusses how #AI is dramatically increasing network density with Don Barnetson from Credo, and how this is pushing the limits of passive copper cables.   Discover how Active Electrical Cables (#AEC) reduce space requirements by 75% and why this is so important to copper cables for better power savings and reliability. This video introduces Credo's #HiWire Pluggable Patch Panel (P3), offering complete flexibility in deploying modern pluggable optics like ZR+ with both new and legacy switches and routers. https://lnkd.in/duU38KnM

Do you want to explore the Future of Sensor Networks together with FunSNM? 🌐 In the dynamic world of metrology, the emergence of sensors networks in a broad range of industries presents both opportunities and challenges. They present a challenge, as they despite their vast potential, often struggle with data quality inconsistencies, unknown measurement uncertainties, and a lack of traceability. We're tackling the critical issues of uncertainty propagation, data quality, and the evaluation of distributed sensor networks, by enhanced characterization and trustworthiness of both fixed and mobile sensor networks. “It’s our hope that we, with the development of new tools, will improve traceability and uncertainty propagation on these sensor networks, which will bring significant value to a broad range of industries which uses sensor networks.” pronounces Peter Friis Østergaard from Danish Technological Institute. The EURAMET project, FunSNM, is committed to developing reliable and accurate methods for the assessment of data quality and measurement uncertainty in these real-world sensor networks. 🔗 Stay tuned as we delve deeper into the world of sensor network metrology and uncover new ways to ensure the accuracy and reliability of these critical systems. Follow the project on www.funsnm.eu for updates.