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COVID-19 had an unprecedented impact on scientific collaboration. The pandemic and its broad response from the scientific community has forged new relationships among public health practitioners, mathematical modelers, and scientific computing specialists, while revealing critical gaps in exploiting advanced computing systems to support urgent decision making. Informed by our team’s work in applying high-performance computing in support of public health decision makers during the COVID-19 pandemic, we present how Globus technologies are enabling the development of an open science platform for robust epidemic analysis, with the goal of collaborative, secure, distributed, on-demand, and fast time-to-solution analyses to support public health.

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Understanding variable roles in code has been found to be helpful by students in learning programming -- could variable roles help deep neural models in performing coding tasks? We do an exploratory study. - These are slides of the talk given at InteNSE'23: The 1st International Workshop on Interpretability and Robustness in Neural Software Engineering, co-located with the 45th International Conference on Software Engineering, ICSE 2023, Melbourne Australia

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Discover the transformative power of the WhatsApp API in our latest SlideShare presentation, "Top 7 Unique WhatsApp API Benefits." In today's fast-paced digital era, effective communication is crucial for both personal and professional success. Whether you're a small business looking to enhance customer interactions or an individual seeking seamless communication with loved ones, the WhatsApp API offers robust capabilities that can significantly elevate your experience. In this presentation, we delve into the top 7 distinctive benefits of the WhatsApp API, provided by the leading WhatsApp API service provider in Saudi Arabia. Learn how to streamline customer support, automate notifications, leverage rich media messaging, run scalable marketing campaigns, integrate secure payments, synchronize with CRM systems, and ensure enhanced security and privacy.

Providing Globus Services to Users of JASMIN for Environmental Data Analysis

Globus

JASMIN is the UK’s high-performance data analysis platform for environmental science, operated by STFC on behalf of the UK Natural Environment Research Council (NERC). In addition to its role in hosting the CEDA Archive (NERC’s long-term repository for climate, atmospheric science & Earth observation data in the UK), JASMIN provides a collaborative platform to a community of around 2,000 scientists in the UK and beyond, providing nearly 400 environmental science projects with working space, compute resources and tools to facilitate their work. High-performance data transfer into and out of JASMIN has always been a key feature, with many scientists bringing model outputs from supercomputers elsewhere in the UK, to analyse against observational or other model data in the CEDA Archive. A growing number of JASMIN users are now realising the benefits of using the Globus service to provide reliable and efficient data movement and other tasks in this and other contexts. Further use cases involve long-distance (intercontinental) transfers to and from JASMIN, and collecting results from a mobile atmospheric radar system, pushing data to JASMIN via a lightweight Globus deployment. We provide details of how Globus fits into our current infrastructure, our experience of the recent migration to GCSv5.4, and of our interest in developing use of the wider ecosystem of Globus services for the benefit of our user community.

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In this presentation we will share our experiences around getting started with the Globus Compute multi-user endpoint. Working with the Pharmacology group at the University of Auckland, we have previously written an application using Globus Compute that can offload computationally expensive steps in the researcher's workflows, which they wish to manage from their familiar Windows environments, onto the NeSI (New Zealand eScience Infrastructure) cluster. Some of the challenges we have encountered were that each researcher had to set up and manage their own single-user globus compute endpoint and that the workloads had varying resource requirements (CPUs, memory and wall time) between different runs. We hope that the multi-user endpoint will help to address these challenges and share an update on our progress here.

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The OpenMetadata Community Meeting was held on June 5th, 2024. In this meeting, we discussed about the data quality capabilities that are integrated with the Incident Manager, providing a complete solution to handle your data observability needs. Watch the end-to-end demo of the data quality features. * How to run your own data quality framework * What is the performance impact of running data quality frameworks * How to run the test cases in your own ETL pipelines * How the Incident Manager is integrated * Get notified with alerts when test cases fail Watch the meeting recording here - https://www.youtube.com/watch?v=UbNOje0kf6E

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AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI App 👉👉 Click Here To Get More Info 👇👇 https://sumonreview.com/ai-fusion-buddy-review AI Fusion Buddy Review: Key Features ✅Create Stunning AI App Suite Fully Powered By Google's Latest AI technology, Gemini ✅Use Gemini to Build high-converting Converting Sales Video Scripts, ad copies, Trending Articles, blogs, etc.100% unique! ✅Create Ultra-HD graphics with a single keyword or phrase that commands 10x eyeballs! ✅Fully automated AI articles bulk generation! ✅Auto-post or schedule stunning AI content across all your accounts at once—WordPress, Facebook, LinkedIn, Blogger, and more. ✅With one keyword or URL, generate complete websites, landing pages, and more… ✅Automatically create & sell AI content, graphics, websites, landing pages, & all that gets you paid non-stop 24*7. ✅Pre-built High-Converting 100+ website Templates and 2000+ graphic templates logos, banners, and thumbnail images in Trending Niches. ✅Say goodbye to wasting time logging into multiple Chat GPT & AI Apps once & for all! ✅Save over $5000 per year and kick out dependency on third parties completely! ✅Brand New App: Not available anywhere else! ✅ Beginner-friendly! ✅ZERO upfront cost or any extra expenses ✅Risk-Free: 30-Day Money-Back Guarantee! ✅Commercial License included! See My Other Reviews Article: (1) AI Genie Review: https://sumonreview.com/ai-genie-review (2) SocioWave Review: https://sumonreview.com/sociowave-review (3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review (4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review #AIFusionBuddyReview, #AIFusionBuddyFeatures, #AIFusionBuddyPricing, #AIFusionBuddyProsandCons, #AIFusionBuddyTutorial, #AIFusionBuddyUserExperience #AIFusionBuddyforBeginners, #AIFusionBuddyBenefits, #AIFusionBuddyComparison, #AIFusionBuddyInstallation, #AIFusionBuddyRefundPolicy, #AIFusionBuddyDemo, #AIFusionBuddyMaintenanceFees, #AIFusionBuddyNewbieFriendly, #WhatIsAIFusionBuddy?, #HowDoesAIFusionBuddyWorks

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NetSage is an open privacy-aware network measurement, analysis, and visualization service designed to help end-users visualize and reason about large data transfers. NetSage traditionally has used a combination of passive measurements, including SNMP and flow data, as well as active measurements, mainly perfSONAR, to provide longitudinal network performance data visualization. It has been deployed by dozens of networks world wide, and is supported domestically by the Engagement and Performance Operations Center (EPOC), NSF #2328479. We have recently expanded the NetSage data sources to include logs for Globus data transfers, following the same privacy-preserving approach as for Flow data. Using the logs for the Texas Advanced Computing Center (TACC) as an example, this talk will walk through several different example use cases that NetSage can answer, including: Who is using Globus to share data with my institution, and what kind of performance are they able to achieve? How many transfers has Globus supported for us? Which sites are we sharing the most data with, and how is that changing over time? How is my site using Globus to move data internally, and what kind of performance do we see for those transfers? What percentage of data transfers at my institution used Globus, and how did the overall data transfer performance compare to the Globus users?

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