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
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.
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.
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
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.
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
CINECA for HCP and e-infrastructures infrastructuresCineca
Sanzio Bassini. Head of the HPC Department of Cineca. Cineca is the technological partner of the Ministry of Education, and takes part in the Italian commitment for the development of e-infrastrcuture in Italy and in Europe for HCP and HCP technologies; scientific data repository and management, cloud computing for industries and Public administration, for the development of computing intensive and data intensive methods for science and engineering
Cineca offers a unique offer for: open access of integrated tier0 and tier1 HCP national infrastructure; of education and training activities under the umbrella of PRACE Training
advanced center action; integrated help desk and scale up process for HCP users support
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.
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.
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
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.
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
CINECA for HCP and e-infrastructures infrastructuresCineca
Sanzio Bassini. Head of the HPC Department of Cineca. Cineca is the technological partner of the Ministry of Education, and takes part in the Italian commitment for the development of e-infrastrcuture in Italy and in Europe for HCP and HCP technologies; scientific data repository and management, cloud computing for industries and Public administration, for the development of computing intensive and data intensive methods for science and engineering
Cineca offers a unique offer for: open access of integrated tier0 and tier1 HCP national infrastructure; of education and training activities under the umbrella of PRACE Training
advanced center action; integrated help desk and scale up process for HCP users support
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
Conference on Adaptive Hardware and Systems (AHS'14) - The DSP for FlexTilesFlexTiles Team
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.
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.
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
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.
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
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.
Network Function Modeling and Performance EstimationIJECEIAES
This work introduces a methodology for the modelization of network functions focused on the identification of recurring execution patterns as basic building blocks and aimed at providing a platform independent representation. By mapping each modeling building block on specific hardware, the performance of the network function can be estimated in terms of maximum throughput that the network function can achieve on the specific execution platform. The approach is such that once the basic modeling building blocks have been mapped, the estimate can be computed automatically for any modeled network function. Experimental results on several sample network functions show that although our approach cannot be very accurate without taking in consideration traffic characteristics, it is very valuable for those application where even loose estimates are key. One such example is orchestration in network functions virtualization (NFV) platforms, as well as in general virtualization platforms where virtual machine placement is based also on the performance of network services offered to them. Being able to automatically estimate the performance of a virtualized network function (VNF) on different execution hardware, enables optimal placement of VNFs themselves as well as the virtual hosts they serve, while efficiently utilizing available resources.
Accelerating system verilog uvm based vip to improve methodology for verifica...VLSICS Design
In this paper we present the development of Acceleratable UVCs from standard UVCs in System Verilog
and their usage in UVM based Verification Environment of Image Signal Processing designs to increase
run time performance. This paper covers development of Acceleratable UVCs from standard UVCs for
internal control and data buses of ST imaging group by partitioning of transaction-level components and
cycle-accurate signal-level components between the software simulator and hardware accelerator
respectively. Standard Co-Emulation API: Modeling Interface (SCE-MI) compliant, transaction-level
communications link between test benches running on a host system and Emulation machine is established.
Accelerated Verification IPs are used at UVM based Verification Environment of Image Signal Processing
designs both with simulator and emulator as UVM acceleration is an extension of the standard simulationonly
UVM and is fully backward compatible with it. Acceleratable UVCs significantly reduces development
schedule risks while leveraging transaction models used during simulation.
In this paper, we discuss our experiences on UVM based methodology adoption on TestBench-Xpress
(TBX) based technology step by step. We are also doing comparison between the run time performance
results from earlier simulator-only environment and the new, hardware-accelerated environment. Although
this paper focuses on Acceleratable UVC’s development and their usage for image signal processing
designs. Same concept can be extended for non-image signal processing designs.
DESIGN APPROACH FOR FAULT TOLERANCE IN FPGA ARCHITECTUREVLSICS Design
Failures of nano-metric technologies owing to defects and shrinking process tolerances give rise to significant challenges for IC testing. In recent years the application space of reconfigurable devices has grown to include many platforms with a strong need for fault tolerance. While these systems frequently contain hardware redundancy to allow for continued operation in the presence of operational faults, the need to recover faulty hardware and return it to full functionality quickly and efficiently is great. In addition to providing functional density, FPGAs provide a level of fault tolerance generally not found in mask-programmable devices by including the capability to reconfigure around operational faults in the field. Reliability and process variability are serious issues for FPGAs in the future. With advancement in process technology, the feature size is decreasing which leads to higher defect densities, more sophisticated techniques at increased costs are required to avoid defects. If nano-technology fabrication are applied the yield may go down to zero as avoiding defect during fabrication will not be a feasible option Hence, feature architecture have to be defect tolerant. In regular structure like FPGA, redundancy is commonly used for fault tolerance. In this work we present a solution in which configuration bit-stream of FPGA is modified by a hardware controller that is present on the chip itself. The technique uses redundant device for replacing faulty device and increases the yield.
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
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
Hardware simulation for exponential blind equal throughput algorithm using sy...IJECEIAES
Scheduling mechanism is the process of allocating radio resources to User Equipment (UE) that transmits different flows at the same time. It is performed by the scheduling algorithm implemented in the Long Term Evolution base station, Evolved Node B. Normally, most of the proposed algorithms are not focusing on handling the real-time and non-real-time traffics simultaneously. Thus, UE with bad channel quality may starve due to no resources allocated for quite a long time. To solve the problems, Exponential Blind Equal Throughput (EXP-BET) algorithm is proposed. User with the highest priority metrics is allocated the resources firstly which is calculated using the EXP-BET metric equation. This study investigates the implementation of the EXP-BET scheduling algorithm on the FPGA platform. The metric equation of the EXP-BET is modelled and simulated using System Generator. This design has utilized only 10% of available resources on FPGA. Fixed numbers are used for all the input to the scheduler. The system verification is performed by simulating the hardware co-simulation for the metric value of the EXP-BET metric algorithm. The output from the hardware co-simulation showed that the metric values of EXP-BET produce similar results to the Simulink environment. Thus, the algorithm is ready for prototyping and Virtex-6 FPGA is chosen as the platform.
The goal of the project “An optic’s life” is, to predict the time when an optical transceiver will reach its real end-of-life-time based on the actual setup in the datacenter / colocation.
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.
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
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
Conference on Adaptive Hardware and Systems (AHS'14) - The DSP for FlexTilesFlexTiles Team
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.
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.
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
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.
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
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.
Network Function Modeling and Performance EstimationIJECEIAES
This work introduces a methodology for the modelization of network functions focused on the identification of recurring execution patterns as basic building blocks and aimed at providing a platform independent representation. By mapping each modeling building block on specific hardware, the performance of the network function can be estimated in terms of maximum throughput that the network function can achieve on the specific execution platform. The approach is such that once the basic modeling building blocks have been mapped, the estimate can be computed automatically for any modeled network function. Experimental results on several sample network functions show that although our approach cannot be very accurate without taking in consideration traffic characteristics, it is very valuable for those application where even loose estimates are key. One such example is orchestration in network functions virtualization (NFV) platforms, as well as in general virtualization platforms where virtual machine placement is based also on the performance of network services offered to them. Being able to automatically estimate the performance of a virtualized network function (VNF) on different execution hardware, enables optimal placement of VNFs themselves as well as the virtual hosts they serve, while efficiently utilizing available resources.
Accelerating system verilog uvm based vip to improve methodology for verifica...VLSICS Design
In this paper we present the development of Acceleratable UVCs from standard UVCs in System Verilog
and their usage in UVM based Verification Environment of Image Signal Processing designs to increase
run time performance. This paper covers development of Acceleratable UVCs from standard UVCs for
internal control and data buses of ST imaging group by partitioning of transaction-level components and
cycle-accurate signal-level components between the software simulator and hardware accelerator
respectively. Standard Co-Emulation API: Modeling Interface (SCE-MI) compliant, transaction-level
communications link between test benches running on a host system and Emulation machine is established.
Accelerated Verification IPs are used at UVM based Verification Environment of Image Signal Processing
designs both with simulator and emulator as UVM acceleration is an extension of the standard simulationonly
UVM and is fully backward compatible with it. Acceleratable UVCs significantly reduces development
schedule risks while leveraging transaction models used during simulation.
In this paper, we discuss our experiences on UVM based methodology adoption on TestBench-Xpress
(TBX) based technology step by step. We are also doing comparison between the run time performance
results from earlier simulator-only environment and the new, hardware-accelerated environment. Although
this paper focuses on Acceleratable UVC’s development and their usage for image signal processing
designs. Same concept can be extended for non-image signal processing designs.
DESIGN APPROACH FOR FAULT TOLERANCE IN FPGA ARCHITECTUREVLSICS Design
Failures of nano-metric technologies owing to defects and shrinking process tolerances give rise to significant challenges for IC testing. In recent years the application space of reconfigurable devices has grown to include many platforms with a strong need for fault tolerance. While these systems frequently contain hardware redundancy to allow for continued operation in the presence of operational faults, the need to recover faulty hardware and return it to full functionality quickly and efficiently is great. In addition to providing functional density, FPGAs provide a level of fault tolerance generally not found in mask-programmable devices by including the capability to reconfigure around operational faults in the field. Reliability and process variability are serious issues for FPGAs in the future. With advancement in process technology, the feature size is decreasing which leads to higher defect densities, more sophisticated techniques at increased costs are required to avoid defects. If nano-technology fabrication are applied the yield may go down to zero as avoiding defect during fabrication will not be a feasible option Hence, feature architecture have to be defect tolerant. In regular structure like FPGA, redundancy is commonly used for fault tolerance. In this work we present a solution in which configuration bit-stream of FPGA is modified by a hardware controller that is present on the chip itself. The technique uses redundant device for replacing faulty device and increases the yield.
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
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
Hardware simulation for exponential blind equal throughput algorithm using sy...IJECEIAES
Scheduling mechanism is the process of allocating radio resources to User Equipment (UE) that transmits different flows at the same time. It is performed by the scheduling algorithm implemented in the Long Term Evolution base station, Evolved Node B. Normally, most of the proposed algorithms are not focusing on handling the real-time and non-real-time traffics simultaneously. Thus, UE with bad channel quality may starve due to no resources allocated for quite a long time. To solve the problems, Exponential Blind Equal Throughput (EXP-BET) algorithm is proposed. User with the highest priority metrics is allocated the resources firstly which is calculated using the EXP-BET metric equation. This study investigates the implementation of the EXP-BET scheduling algorithm on the FPGA platform. The metric equation of the EXP-BET is modelled and simulated using System Generator. This design has utilized only 10% of available resources on FPGA. Fixed numbers are used for all the input to the scheduler. The system verification is performed by simulating the hardware co-simulation for the metric value of the EXP-BET metric algorithm. The output from the hardware co-simulation showed that the metric values of EXP-BET produce similar results to the Simulink environment. Thus, the algorithm is ready for prototyping and Virtex-6 FPGA is chosen as the platform.
The goal of the project “An optic’s life” is, to predict the time when an optical transceiver will reach its real end-of-life-time based on the actual setup in the datacenter / colocation.
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.
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
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERSveerababupersonal22
It consists of cw radar and fmcw radar ,range measurement,if amplifier and fmcw altimeterThe CW radar operates using continuous wave transmission, while the FMCW radar employs frequency-modulated continuous wave technology. Range measurement is a crucial aspect of radar systems, providing information about the distance to a target. The IF amplifier plays a key role in signal processing, amplifying intermediate frequency signals for further analysis. The FMCW altimeter utilizes frequency-modulated continuous wave technology to accurately measure altitude above a reference point.
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.
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.
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.
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.
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.