This document discusses UPC and OpenMP parallel programming and analysis capabilities in the Parallel Tools Platform (PTP) with the CDT plugin. It provides an overview of parallel programming models including message passing, shared memory, and partitioned global address space (PGAS). It demonstrates how to set up UPC and OpenMP projects in PTP, shows syntax highlighting and content assistance for UPC and OpenMP directives, and describes the Parallel Performance Wizard for analyzing parallel performance.
http://cs264.org
Abstract:
High-level scripting languages are in many ways polar opposites to
GPUs. GPUs are highly parallel, subject to hardware subtleties, and
designed for maximum throughput, and they offer a tremendous advance
in the performance achievable for a significant number of
computational problems. On the other hand, scripting languages such as
Python favor ease of use over computational speed and do not generally
emphasize parallelism. PyOpenCL and PyCUDA are two packages that
attempt to join the two together. By showing concrete examples, both
at the toy and the whole-application level, this talk aims to
demonstrate that by combining these opposites, a programming
environment is created that is greater than just the sum of its two
parts.
Speaker biography:
Andreas Klöckner obtained his PhD degree working with Jan Hesthaven at
the Department of Applied Mathematics at Brown University. He worked
on a variety of topics all aiming to broaden the utility of
discontinuous Galerkin (DG) methods. This included their use in the
simulation of plasma physics and the demonstration of their particular
suitability for computation on throughput-oriented graphics processors
(GPUs). He also worked on multi-rate time stepping methods and shock
capturing schemes for DG.
In the fall of 2010, he joined the Courant Institute of Mathematical
Sciences at New York University as a Courant Instructor. There, he is
working on problems in computational electromagnetics with Leslie
Greengard.
His research interests include:
- Discontinuous Galerkin and integral equation methods for wave
propagation
- Programming tools for parallel architectures
- High-order unstructured particle-in-cell methods for plasma simulation
Thinking Hybrid - Python/C++ IntegrationGuy K. Kloss
Talk on integrating native C++ sensibly into Python for ease of use of the code base. Inheriting from C++ classes, overriding functionality, automatically generating the bindings using Py++ and SCons.
Code demonstrated in the presentation can be found here:
http://www.kloss-familie.de/moin/TalksPresentations
http://cs264.org
Abstract:
High-level scripting languages are in many ways polar opposites to
GPUs. GPUs are highly parallel, subject to hardware subtleties, and
designed for maximum throughput, and they offer a tremendous advance
in the performance achievable for a significant number of
computational problems. On the other hand, scripting languages such as
Python favor ease of use over computational speed and do not generally
emphasize parallelism. PyOpenCL and PyCUDA are two packages that
attempt to join the two together. By showing concrete examples, both
at the toy and the whole-application level, this talk aims to
demonstrate that by combining these opposites, a programming
environment is created that is greater than just the sum of its two
parts.
Speaker biography:
Andreas Klöckner obtained his PhD degree working with Jan Hesthaven at
the Department of Applied Mathematics at Brown University. He worked
on a variety of topics all aiming to broaden the utility of
discontinuous Galerkin (DG) methods. This included their use in the
simulation of plasma physics and the demonstration of their particular
suitability for computation on throughput-oriented graphics processors
(GPUs). He also worked on multi-rate time stepping methods and shock
capturing schemes for DG.
In the fall of 2010, he joined the Courant Institute of Mathematical
Sciences at New York University as a Courant Instructor. There, he is
working on problems in computational electromagnetics with Leslie
Greengard.
His research interests include:
- Discontinuous Galerkin and integral equation methods for wave
propagation
- Programming tools for parallel architectures
- High-order unstructured particle-in-cell methods for plasma simulation
Thinking Hybrid - Python/C++ IntegrationGuy K. Kloss
Talk on integrating native C++ sensibly into Python for ease of use of the code base. Inheriting from C++ classes, overriding functionality, automatically generating the bindings using Py++ and SCons.
Code demonstrated in the presentation can be found here:
http://www.kloss-familie.de/moin/TalksPresentations
LLVM-based Communication Optimizations for PGAS ProgramsAkihiro Hayashi
The Second Workshop on the LLVM Compiler Infrastructure in HPC (Co-located with SC15)
While Partitioned Global Address Space (PGAS) programming languages such as UPC/UPC++, CAF, Chapel and X10 provide highlevel programming models for facilitating large-scale distributed memory parallel programming, it is widely recognized that compiler analysis and optimization for these languages has been very limited, unlike the optimization of SMP models such as OpenMP. One reason for this limitation is that current optimizers for PGAS programs are specialized to different languages. This is unfortunate since communication optimization is an important class of compiler optimizations for PGAS programs running on distributed memory platforms, and these optimizations need to be performed more widely. Thus, a more effective approach would be to build a language independent and runtime-independent compiler framework for optimizing PGAS programs so that new communication optimizations can be leveraged by different languages. To address this need, we introduce an LLVM-based (Low Level Virtual Machine) communication optimization framework. Our compilation system leverages existing optimization passes and introduces new PGAS language-aware runtime dependent/independent passes to reduce communication overheads. Our experimental results show an average performance improvement of 3.5× and 3.4× on 64-nodes of a Cray XC30TM supercomputer and 32-nodes of a Westmere cluster respectively, for a set of benchmarks written in the Chapel language. Overall, we show that our new LLVMbased compiler optimization framework can effectively improve the performance of PGAS programs.
LLVM Optimizations for PGAS Programs -Case Study: LLVM Wide Optimization in C...Akihiro Hayashi
Akihiro Hayashi, Rishi Surendran, Jisheng Zhao, Michael Ferguson, Vivek Sarkar. The 1st Chapel Implementers and Users Workshop (CHIUW), May 23rd, 2014, Phoenix AZ (co-located with IPDPS2014).
GTC16 - S6510 - Targeting GPUs with OpenMP 4.5Jeff Larkin
These slides are from an instructor-led tutorial from GTC16. The talk discusses using a pre-release version of CLANG with support for OpenMP offloading directives to NVIDIA GPUs to experiement with OpenMP 4.5 target directives.
An introduction to the OpenMP parallel programming model.
From the Scalable Computing Support Center at Duke University (http://wiki.duke.edu/display/scsc)
LLVM-based Communication Optimizations for PGAS ProgramsAkihiro Hayashi
The Second Workshop on the LLVM Compiler Infrastructure in HPC (Co-located with SC15)
While Partitioned Global Address Space (PGAS) programming languages such as UPC/UPC++, CAF, Chapel and X10 provide highlevel programming models for facilitating large-scale distributed memory parallel programming, it is widely recognized that compiler analysis and optimization for these languages has been very limited, unlike the optimization of SMP models such as OpenMP. One reason for this limitation is that current optimizers for PGAS programs are specialized to different languages. This is unfortunate since communication optimization is an important class of compiler optimizations for PGAS programs running on distributed memory platforms, and these optimizations need to be performed more widely. Thus, a more effective approach would be to build a language independent and runtime-independent compiler framework for optimizing PGAS programs so that new communication optimizations can be leveraged by different languages. To address this need, we introduce an LLVM-based (Low Level Virtual Machine) communication optimization framework. Our compilation system leverages existing optimization passes and introduces new PGAS language-aware runtime dependent/independent passes to reduce communication overheads. Our experimental results show an average performance improvement of 3.5× and 3.4× on 64-nodes of a Cray XC30TM supercomputer and 32-nodes of a Westmere cluster respectively, for a set of benchmarks written in the Chapel language. Overall, we show that our new LLVMbased compiler optimization framework can effectively improve the performance of PGAS programs.
LLVM Optimizations for PGAS Programs -Case Study: LLVM Wide Optimization in C...Akihiro Hayashi
Akihiro Hayashi, Rishi Surendran, Jisheng Zhao, Michael Ferguson, Vivek Sarkar. The 1st Chapel Implementers and Users Workshop (CHIUW), May 23rd, 2014, Phoenix AZ (co-located with IPDPS2014).
GTC16 - S6510 - Targeting GPUs with OpenMP 4.5Jeff Larkin
These slides are from an instructor-led tutorial from GTC16. The talk discusses using a pre-release version of CLANG with support for OpenMP offloading directives to NVIDIA GPUs to experiement with OpenMP 4.5 target directives.
An introduction to the OpenMP parallel programming model.
From the Scalable Computing Support Center at Duke University (http://wiki.duke.edu/display/scsc)
Vision Academy is a well known Computer Training Institute in Hadapsar Pune from 2005.This institute was started by its visionary director Mr Sachin Zurange. Mr Sachin Zurange was completed MSc(Scientific Computing) From Interdisciplinary School Of Scientific Computing, University of Pune. It also clear SET exam in May 2018. We provides BCS, BCA, BBA(Comp.App), MCS, MCA, Dip(Comp), BE(Comp/IT) Coaching Classes in Hadapsar Pune. We mainly impart training in programming languages C,C++, Java, Advanced Java, Php, Phyton, .NET,HTML, Java Script, jQuery, Angular Js. Database Languages such as Oracle, Postgres, Mysql, SQL Server & focus on key subjects like Data Structure, Operating System,Rdbms. We provides career oriented programs in Web Design, WordPress, Digital Marketing courses. More then 10,000 students was trained from Vision Academy. We provide 100% practical oriented training program with 100% job placement.
Vision Academy’s Python Certification Training not only focuses on fundamentals of Python, Statistics and Machine Learning but also helps one gain expertise in applied Data Science at scale using Python. The training is a step by step guide to Python and Data Science with extensive hands on.
Vision Academe Pune is a leading institute in Pune conducting training programs for various software fields & provides certification for both individuals and organizations.Training Institute Pune is subsidiary of Optimized Infotech which offers IT services and training.
The Vision Phyton Institute Hands Over You The Best phyton Course In Pune. With 12 Years of Proficiency In Ecommerce, Phyton, Block Chain, Big Data, Data Science, and Many More. Trained Over 5000+ Placed Phyton . With The Help Of Our Highly Qualified Experienced Faculty Members And there Endless Efforts to bring the best out of every Student With us. As We provide Relevant Information, Data From Various Experts With Additional Reference Content, And Unconditional Practical Knowledge.
In Network Computing Prototype Using P4 at KSC/KREONET 2019Kentaro Ebisawa
Case Study of P4 applying to CAN (Control Area Network) data pre-processing using FPGA + Netcope P4 compiler.
Presented at KSC / KREONET WORKSHOP 2019 | DAY 1 Session 1: SDN/NFV/P4
http://www.ksc2019.re.kr/
What does ipDTL stand for? Who invented ipDTL? What technology does ipDTL take & how it works? Finally, what is ipDTL better for compared with Source Connect.
Vision Academy is a well known Computer Training Institute in Hadapsar Pune from 2005.This institute was started by its visionary director Mr Sachin Zurange. Mr Sachin Zurange was completed MSc(Scientific Computing) From Interdisciplinary School Of Scientific Computing, University of Pune. It also clear SET exam in May 2018. We provides BCS, BCA, BBA(Comp.App), MCS, MCA, Dip(Comp), BE(Comp/IT) Coaching Classes in Hadapsar Pune. We mainly impart training in programming languages C,C++, Java, Advanced Java, Php, Phyton, .NET,HTML, Java Script, jQuery, Angular Js. Database Languages such as Oracle, Postgres, Mysql, SQL Server & focus on key subjects like Data Structure, Operating System,Rdbms. We provides career oriented programs in Web Design, WordPress, Digital Marketing courses. More then 10,000 students was trained from Vision Academy. We provide 100% practical oriented training program with 100% job placement.
In this video from the Blue Waters 2018 Symposium, Maxim Belkin presents a tutorial on Containers: Shifter and Singularity on Blue Waters.
Container solutions are a great way to seamlessly execute code on a variety of platforms. Not only they are used to abstract away from the software stack of the underlying operating system, they also enable reproducible computational research. In this mini-tutorial, I will review the process of working with Shifter and Singularity on Blue Waters.
Watch the video: https://wp.me/p3RLHQ-iXO
Learn more: https://bluewaters.ncsa.illinois.edu/blue-waters-symposium-2018
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP