The FP7 FlexTiles Project uses DSP accelerators. They are connected with each other - and with the general purpose procesors (GPPs) through a Network-on-Chip (NoC). These slides give the details about the DSP accelerator.
In this deck from the Argonne Training Program on Extreme-Scale Computing 2019, Howard Pritchard from LANL and Simon Hammond from Sandia present: NNSA Explorations: ARM for Supercomputing.
"The Arm-based Astra system at Sandia will be used by the National Nuclear Security Administration (NNSA) to run advanced modeling and simulation workloads for addressing areas such as national security, energy and science.
"By introducing Arm processors with the HPE Apollo 70, a purpose-built HPC architecture, we are bringing powerful elements, like optimal memory performance and greater density, to supercomputers that existing technologies in the market cannot match,” said Mike Vildibill, vice president, Advanced Technologies Group, HPE. “Sandia National Laboratories has been an active partner in leveraging our Arm-based platform since its early design, and featuring it in the deployment of the world’s largest Arm-based supercomputer, is a strategic investment for the DOE and the industry as a whole as we race toward achieving exascale computing.”
Watch the video: https://wp.me/p3RLHQ-l29
Learn more: https://insidehpc.com/2018/06/arm-goes-big-hpe-builds-petaflop-supercomputer-sandia/
and
https://extremecomputingtraining.anl.gov/agenda-2019/
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
In this deck from the UK HPC Conference, Gunter Roeth from NVIDIA presents: Hardware & Software Platforms for HPC, AI and ML.
"Data is driving the transformation of industries around the world and a new generation of AI applications are effectively becoming programs that write software, powered by data, vs by computer programmers. Today, NVIDIA’s tensor core GPU sits at the core of most AI, ML and HPC applications, and NVIDIA software surrounds every level of such a modern application, from CUDA and libraries like cuDNN and NCCL embedded in every deep learning framework and optimized and delivered via the NVIDIA GPU Cloud to reference architectures designed to streamline the deployment of large scale infrastructures."
Watch the video: https://wp.me/p3RLHQ-l2Y
Learn more: http://nvidia.com
and
http://hpcadvisorycouncil.com/events/2019/uk-conference/agenda.php
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
Abstract— During the past year Xilinx, for the first time ever, set out to quantify the soft error rate of a multi-core microprocessor. This work extends on Xilinx’s 10+ years of heritage in FPGA radiation testing. Built on the 28 nanometer technology node, Xilinx’s ZynqTM family of devices integrate a processor subsystem with programmable logic. The processor subsystem includes two 32 bit ARM CortexTM-A9 CPU’s, two NEONTM floating point units, two SIMD processing units, an L1 and L2 cache, on chip SRAM memory and various peripherals. The programmable logic is directly connected with the processing subsystem via ARM’s AMBATM 4 AXI interface. This programmable logic is based on the 7 Series FPGA fabric, consisting of 6-input LUTs and DFFs along with Block RAM, DSP slices, multi-gigabit transceivers, and other blocks. Tests were performed using a proton beam to analyze the soft error susceptibility of the new device. Proton beam testing was deemed acceptable since previous neutron beam and proton beam testing had shown virtually identical cross-sections for 7 Series programmable logic. The results are promising and yield a solid baseline for a typical embedded application targeting any of the Zynq SoC devices. As a foray into processor testing, this Zynq work has laid a solid foundation for future Xilinx SoC test campaigns.
Austin Lesea, Wojciech Koszek, Glenn Steiner, Gary Swift, and Dagan White Xilinx, Inc.
Paper: SELSE 2014 @ Stanford University (PDF, 456KB), 2014
Slides: (PDF, 933KB), 2014
In this deck from the Argonne Training Program on Extreme-Scale Computing 2019, Howard Pritchard from LANL and Simon Hammond from Sandia present: NNSA Explorations: ARM for Supercomputing.
"The Arm-based Astra system at Sandia will be used by the National Nuclear Security Administration (NNSA) to run advanced modeling and simulation workloads for addressing areas such as national security, energy and science.
"By introducing Arm processors with the HPE Apollo 70, a purpose-built HPC architecture, we are bringing powerful elements, like optimal memory performance and greater density, to supercomputers that existing technologies in the market cannot match,” said Mike Vildibill, vice president, Advanced Technologies Group, HPE. “Sandia National Laboratories has been an active partner in leveraging our Arm-based platform since its early design, and featuring it in the deployment of the world’s largest Arm-based supercomputer, is a strategic investment for the DOE and the industry as a whole as we race toward achieving exascale computing.”
Watch the video: https://wp.me/p3RLHQ-l29
Learn more: https://insidehpc.com/2018/06/arm-goes-big-hpe-builds-petaflop-supercomputer-sandia/
and
https://extremecomputingtraining.anl.gov/agenda-2019/
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
In this deck from the UK HPC Conference, Gunter Roeth from NVIDIA presents: Hardware & Software Platforms for HPC, AI and ML.
"Data is driving the transformation of industries around the world and a new generation of AI applications are effectively becoming programs that write software, powered by data, vs by computer programmers. Today, NVIDIA’s tensor core GPU sits at the core of most AI, ML and HPC applications, and NVIDIA software surrounds every level of such a modern application, from CUDA and libraries like cuDNN and NCCL embedded in every deep learning framework and optimized and delivered via the NVIDIA GPU Cloud to reference architectures designed to streamline the deployment of large scale infrastructures."
Watch the video: https://wp.me/p3RLHQ-l2Y
Learn more: http://nvidia.com
and
http://hpcadvisorycouncil.com/events/2019/uk-conference/agenda.php
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
Abstract— During the past year Xilinx, for the first time ever, set out to quantify the soft error rate of a multi-core microprocessor. This work extends on Xilinx’s 10+ years of heritage in FPGA radiation testing. Built on the 28 nanometer technology node, Xilinx’s ZynqTM family of devices integrate a processor subsystem with programmable logic. The processor subsystem includes two 32 bit ARM CortexTM-A9 CPU’s, two NEONTM floating point units, two SIMD processing units, an L1 and L2 cache, on chip SRAM memory and various peripherals. The programmable logic is directly connected with the processing subsystem via ARM’s AMBATM 4 AXI interface. This programmable logic is based on the 7 Series FPGA fabric, consisting of 6-input LUTs and DFFs along with Block RAM, DSP slices, multi-gigabit transceivers, and other blocks. Tests were performed using a proton beam to analyze the soft error susceptibility of the new device. Proton beam testing was deemed acceptable since previous neutron beam and proton beam testing had shown virtually identical cross-sections for 7 Series programmable logic. The results are promising and yield a solid baseline for a typical embedded application targeting any of the Zynq SoC devices. As a foray into processor testing, this Zynq work has laid a solid foundation for future Xilinx SoC test campaigns.
Austin Lesea, Wojciech Koszek, Glenn Steiner, Gary Swift, and Dagan White Xilinx, Inc.
Paper: SELSE 2014 @ Stanford University (PDF, 456KB), 2014
Slides: (PDF, 933KB), 2014
Challenges in Assessing Single Event Upset Impact on Processor SystemsWojciech Koszek
Abstract—This paper presents a test methodology developed at Xilinx for real-time soft-error rate testing as well as the software framework in which Device-Under-Test (DUT) and controlling computer are both synchronized with the proton beam controls and run experiments automatically in a predictable manner. The method presented has been successfully used for Zynq®-7000 All Programmable SoC testing at the UC Davis Crocker Nuclear Lab. Presented are the issues and challenges encountered during design and implementation of the framework, as well as lessons learned from the in-house experiments and bootstrapping tests performed with Thorium Foil. The method presented has helped Xilinx to deliver high-quality experimental data and to optimize time spent in the testing facility.
Keywords—Error detection, soft error, architectural vulnerability, statistical error, confidence level, beam facility control
High Performance DSP with Xilinx All Programmable Devices (Design Conference ...Analog Devices, Inc.
This session includes a discussion on rapid prototyping concepts using Xilinx All Programmable FPGAs and SoCs with Analog Devices high speed and precision products. Covered in this session will be common use cases for Xilinx devices in DSP applications that interface to high speed analog. An overview will be provided of how Xilinx accelerates development with DSP platforms that can be used to quickly evaluate and prototype systems that include high speed analog, programmable logic, and embedded processing. Also covered will be an introduction to Xilinx’s new Vivado Design Suite development environment that shortens design cycles by providing an IP centric design flow, easy to use design analysis and debug, and high level design flows supporting C/C++ and MATLAB/Simulink.
Why a zynq should power your next projectMark Smith
Intro to FPGA's I presented to the Melbourne PC users group on 11th April 2018. I demo'ed blinking LEDS on a Zybo board using bare metal and then a memory mapped application process.
Shedding light on PROFINET node development
Despite the availability of Real Time Ethernet in general and PROFINET in particular for many years there is still insecurity regarding the necessary hardware and software effort required to implement and certify a PROFINET node. This presentation aims to shed some light on node development based on 10 odd years practical experience in the development of PROFINET technology.
The presentation starts with some generic performance characteristics of Real Time Ethernet in general and PROFINET in particular. To satisfy these characteristics particular architectures are required and we enumerate these detailing the pros-and cons underlined with performance data and some experiences in the field. We finish up by discussing some future themes and their ramifications for the node developer.
Presented by:
Hans Dermot Doran, Head of Real Time Ethernet Research Group & Professor of Communication and Information Technologies, Institute of Embedded Systems, Zürich University of Applied Sciences
The !CHAOS project is aiming at the development of a new concept of control system and data acquisition framework providing, with a high level of abstraction, all the services needed for controlling and managing a large scientific, or non-scientific, infrastructure.
PyCoRAM: Yet Another Implementation of CoRAM Memory Architecture for Modern F...Shinya Takamaeda-Y
Presentation slide for CARL2013 (Co-located with MICRO-46) at Davis, CA.
PyCoRAM: Yet Another Implementation of CoRAM Memory Architecture for Modern FPGA-based Computing
Multi mosfet-based series resonant inverter for improved efficiency and power...LeMeniz Infotech
Multi mosfet-based series resonant inverter for improved efficiency and power density induction heating applications
To Get this projects Call : 9566355386 / 99625 88976
Visit : www.lemenizinfotech.com / www.ieeemaster.com
Mail : projects@lemenizinfotech.com
Challenges in Assessing Single Event Upset Impact on Processor SystemsWojciech Koszek
Abstract—This paper presents a test methodology developed at Xilinx for real-time soft-error rate testing as well as the software framework in which Device-Under-Test (DUT) and controlling computer are both synchronized with the proton beam controls and run experiments automatically in a predictable manner. The method presented has been successfully used for Zynq®-7000 All Programmable SoC testing at the UC Davis Crocker Nuclear Lab. Presented are the issues and challenges encountered during design and implementation of the framework, as well as lessons learned from the in-house experiments and bootstrapping tests performed with Thorium Foil. The method presented has helped Xilinx to deliver high-quality experimental data and to optimize time spent in the testing facility.
Keywords—Error detection, soft error, architectural vulnerability, statistical error, confidence level, beam facility control
High Performance DSP with Xilinx All Programmable Devices (Design Conference ...Analog Devices, Inc.
This session includes a discussion on rapid prototyping concepts using Xilinx All Programmable FPGAs and SoCs with Analog Devices high speed and precision products. Covered in this session will be common use cases for Xilinx devices in DSP applications that interface to high speed analog. An overview will be provided of how Xilinx accelerates development with DSP platforms that can be used to quickly evaluate and prototype systems that include high speed analog, programmable logic, and embedded processing. Also covered will be an introduction to Xilinx’s new Vivado Design Suite development environment that shortens design cycles by providing an IP centric design flow, easy to use design analysis and debug, and high level design flows supporting C/C++ and MATLAB/Simulink.
Why a zynq should power your next projectMark Smith
Intro to FPGA's I presented to the Melbourne PC users group on 11th April 2018. I demo'ed blinking LEDS on a Zybo board using bare metal and then a memory mapped application process.
Shedding light on PROFINET node development
Despite the availability of Real Time Ethernet in general and PROFINET in particular for many years there is still insecurity regarding the necessary hardware and software effort required to implement and certify a PROFINET node. This presentation aims to shed some light on node development based on 10 odd years practical experience in the development of PROFINET technology.
The presentation starts with some generic performance characteristics of Real Time Ethernet in general and PROFINET in particular. To satisfy these characteristics particular architectures are required and we enumerate these detailing the pros-and cons underlined with performance data and some experiences in the field. We finish up by discussing some future themes and their ramifications for the node developer.
Presented by:
Hans Dermot Doran, Head of Real Time Ethernet Research Group & Professor of Communication and Information Technologies, Institute of Embedded Systems, Zürich University of Applied Sciences
The !CHAOS project is aiming at the development of a new concept of control system and data acquisition framework providing, with a high level of abstraction, all the services needed for controlling and managing a large scientific, or non-scientific, infrastructure.
PyCoRAM: Yet Another Implementation of CoRAM Memory Architecture for Modern F...Shinya Takamaeda-Y
Presentation slide for CARL2013 (Co-located with MICRO-46) at Davis, CA.
PyCoRAM: Yet Another Implementation of CoRAM Memory Architecture for Modern FPGA-based Computing
Multi mosfet-based series resonant inverter for improved efficiency and power...LeMeniz Infotech
Multi mosfet-based series resonant inverter for improved efficiency and power density induction heating applications
To Get this projects Call : 9566355386 / 99625 88976
Visit : www.lemenizinfotech.com / www.ieeemaster.com
Mail : projects@lemenizinfotech.com
YangZhou Power Electric Co., Ltd. is the subsidiary company of the Yangzhou Xinyuan Electric, Co., Ltd which is the specialized high tech Company in China.
Company has the ability to produce complete set of high voltage, high-capacity testing equipment. It has participated in national significant electric item for many times. We have passed ISO9001:2000 Quality Management System Certification. And up to now, we have 7-year professional producing experience.
Company has invited the well-known industry experts and university such as Shanghai Jiaotong University , Xi\'an Jiaotong University, Chongqing University, Wuhan High Voltage Research Institute, engaged in or participate in technology research and empolder for the super high-voltage test equipment, participated in many major national super high-voltage research and development projects ,has make a significant contribution for the construct of our national super high-voltage .
The company\'s total investment is 20 million RMB, covers an area of 24,000 square meters, has 128 workers, 48 professionals & technical personnel , including 28 senior professional and technical personnel, also employ the well–known professors and experts from Shanghai Jiaotong University, Wuhan High Voltage Research Institute , engage for the technological development and power transmission industry .
Induction heating topology with assymetrical switching schemeeSAT Journals
Abstract Domestic induction appliances require power converters that feature high efficiency and accurate power control in a wide range of operating conditions. To achieve this, modulation techniques play a key role to optimize the power converter operation. A soft-switching high-frequency resonant inverter for induction heating applications is used here. Three switches are used in this topology, one switch in the high voltage side and two switches in the low voltage side. The working of the circuit is illustrated by adopting the operating principle of the high frequency resonant inverter in periodic switching equivalent circuit mode. The topology is advantageous compared to full bridge topology since the number of switches is reduced in this topology. The switching stresses are also reduced due to the soft switching operation of the circuit. Keywords—induction heating, high frequency resonant inverter, soft switching
Slides presented at the FlexTiles Workshop at FPL'2014.
Presentation #3: FlexTiles DSP Accelerators
FlexTiles is a heterogeneous many-core platform reconfigurable at run-time developed within an FP7 project.
Slides presented at the FlexTiles Workshop at FPL'2014.
Presentation #5:FlexTiles Simulation Platform
FlexTiles is a heterogeneous many-core platform reconfigurable at run-time developed within an FP7 project.
Slides presented at the FlexTiles Workshop at FPL'2014.
Presentation #7: FlexTiles Emulation platform
FlexTiles is a heterogeneous many-core platform reconfigurable at run-time developed within an FP7 project.
Conference on Adaptive Hardware and Systems (AHS'14) - The FlexTiles Embedded...FlexTiles Team
The FP7 FlexTiles Project will provide tools for building a 3D SoC chip. This chip has an FPGA embedded and these slides will explain the ideas and how we will make it a re-configurable fabric like never seen before
Conference on Adaptive Hardware and Systems (AHS'14) - FlexTiles FPGA EmulationFlexTiles Team
The FP7 FlexTiles Project will provide a tool-chain that allows DSPs, CPUs and a FPGA to be implemented on the FlexTiles Development Platform. This slide gives some details about the dynamic re-configurable of the FPGA by the CPU
Conference on Adaptive Hardware and Systems (AHS'14) - Why FlexTiles uses OVP...FlexTiles Team
The FlexTiles concept is going to integrate DSPs, GPPs/CPUs and a Embedded FPGA and OVP - http://www.ovpworld.org/ - tools makes it easier to simulate and these Slides will explain how
Slides presented at the FlexTiles Workshop at FPL'2014.
Presentation #6: FlexTiles Embedded FPGA Accelerators
FlexTiles is a heterogeneous many-core platform reconfigurable at run-time developed within an FP7 project.
Conference on Adaptive Hardware and Systems (AHS'14) - The 3D FlexTiles ConceptFlexTiles Team
The FP7 FlexTiles Project's ultimate goal is to design tools for enableing the design of a System-on-Chip that contains CPUs/GPPs, DSPs and FPGA logic and this chip is not an ordinary SoC chip; it's a 3D chip and these slides explains why a 3D concept is requries
Preparing to program Aurora at Exascale - Early experiences and future direct...inside-BigData.com
In this deck from IWOCL / SYCLcon 2020, Hal Finkel from Argonne National Laboratory presents: Preparing to program Aurora at Exascale - Early experiences and future directions.
"Argonne National Laboratory’s Leadership Computing Facility will be home to Aurora, our first exascale supercomputer. Aurora promises to take scientific computing to a whole new level, and scientists and engineers from many different fields will take advantage of Aurora’s unprecedented computational capabilities to push the boundaries of human knowledge. In addition, Aurora’s support for advanced machine-learning and big-data computations will enable scientific workflows incorporating these techniques along with traditional HPC algorithms. Programming the state-of-the-art hardware in Aurora will be accomplished using state-of-the-art programming models. Some of these models, such as OpenMP, are long-established in the HPC ecosystem. Other models, such as Intel’s oneAPI, based on SYCL, are relatively-new models constructed with the benefit of significant experience. Many applications will not use these models directly, but rather, will use C++ abstraction libraries such as Kokkos or RAJA. Python will also be a common entry point to high-performance capabilities. As we look toward the future, features in the C++ standard itself will become increasingly relevant for accessing the extreme parallelism of exascale platforms.
This presentation will summarize the experiences of our team as we prepare for Aurora, exploring how to port applications to Aurora’s architecture and programming models, and distilling the challenges and best practices we’ve developed to date. oneAPI/SYCL and OpenMP are both critical models in these efforts, and while the ecosystem for Aurora has yet to mature, we’ve already had a great deal of success. Importantly, we are not passive recipients of programming models developed by others. Our team works not only with vendor-provided compilers and tools, but also develops improved open-source LLVM-based technologies that feed both open-source and vendor-provided capabilities. In addition, we actively participate in the standardization of OpenMP, SYCL, and C++. To conclude, I’ll share our thoughts on how these models can best develop in the future to support exascale-class systems."
Watch the video: https://wp.me/p3RLHQ-lPT
Learn more: https://www.iwocl.org/iwocl-2020/conference-program/
and
https://www.anl.gov/topic/aurora
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
Slide deck for talk at IETF#92 (Dallas, March 2015) at the IETF Light-Weight Implementation Guidance (lwig) working group about the performance of cryptographic algorithms on ARM processors.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Slides presented at the FlexTiles Workshop at FPL'2014.
Presentation #4: FlexTiles Virtual Platform
FlexTiles is a heterogeneous many-core platform reconfigurable at run-time developed within an FP7 project.
POLYTEDA LLC, a provider of semiconductor design software and PV-services announced the general availability of PowerDRC/LVS version 2.2.
This release is dedicated to delivering fill layer generation for multi-CPU mode, new KLayout integration functionality and other significant improvements for multi-CPU mode
Julia - THE FIRST BRAIN COMPUTER FIELDBUS INTERFACE ON THE MARKETNicola Urbano
A universal native Fieldbus Slave born with the goal of being used in every sector (e.g. industrial, building automation, medical, etc).
It collects biomedical signals in a synchronized manner using Ethernet Deterministic Fieldbus.
Embedded with modularity that allows integration of more than one slave at at time whether on the same network or different networks using synchronized protocols such as PTP 1588, TSN, etc.
Offers analysis, control, and diagnostics of a single or multi-user scenarios.
ile-CDS is a 3D deterministic propagation tool with unlimited potential in areas such as; RF characterization of specific regions, wireless protocol evaluation and military applications. Its internal engine is based on ray-tracing technology and the code is fully parallelized, specially designed for 4G/5G Simulation (e.g. LTE or mmW)
Similar to Conference on Adaptive Hardware and Systems (AHS'14) - The DSP for FlexTiles (20)
FPL'2014 - FlexTiles Workshop - 8 - FlexTiles DemoFlexTiles Team
Slides presented at the FlexTiles Workshop at FPL'2014.
Presentation #8: FlexTiles Demo
FlexTiles is a heterogeneous many-core platform reconfigurable at run-time developed within an FP7 project.
FPL'2014 - FlexTiles Workshop - 1 - FlexTiles OverviewFlexTiles Team
Slides presented at the FlexTiles Workshop at FPL'2014.
Presentation #1: FlexTiles overview
FlexTiles is a heterogeneous many-core platform reconfigurable at run-time developed within an FP7 project.
FlexTiles Platform integrated in 19" Rack EnclosureFlexTiles Team
The FlexTiles Development Platform is suitable for verifying the concept of a single 3D SoC chip design, but with a 19" Rack enclosure it can scale to either a larger 3D chip design or become a FPGA-based HPC
Adaptive Hardware and Systems (AHS'14) - FlexTiles OVP DemoFlexTiles Team
The OVP - http://www.ovpworld.org/ - tools are used by the FlexTiles Team to simulate the MultiCore implementation of the GPU. In this example, we have 2x MicroBlaze CPU running in Parallel
Conference on Adaptive Hardware and Systems (AHS'14) - FlexTiles IntroductionsFlexTiles Team
FlexTiles is a FP7 Project with the goal of designing a tool-chain for the design of a 3D SoC and prototype on a FPGA Development Platform. This presentation covers the "why, how, when and where" of the Project that will complete in Year 2015
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
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Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Final project report on grocery store management system..pdf
Conference on Adaptive Hardware and Systems (AHS'14) - The DSP for FlexTiles
1. www.flextiles.eu
FlexTiles
Workshop at AHS’2014 conference: FlexTiles FP7 project
Low-Power DSP Accelerator
Embedded in a Heterogeneous
Many-Core Architecture
Marc MORGAN
CSEM – Swiss Center for Electronics and
Microtechnology