This document discusses considerations for smart cloud implementations and provides an overview of Mellanox technologies that can help enable them. It covers how Mellanox networking products like switches, NICs, and software like ASAP2 and Open vSwitch can provide faster storage and networking, enable RDMA, improve overlay networking performance through technologies like VXLAN routing, and more. The document is intended to educate attendees at an Opennebula tech day about how Mellanox solutions address challenges in virtualized and cloud environments.
Advanced Networking: The Critical Path for HPC, Cloud, Machine Learning and moreinside-BigData.com
In this deck from the 2018 Swiss HPC Conference, Erez Cohen from Mellanox presents: Advanced Networking: The Critical Path for HPC, Cloud, Machine Learning and more.
"While InfiniBand, RDMA and GPU-Direct are an HPC mainstay, these advanced networking technologies are increasingly becoming a core differentiator to the data center. In fact, within just a few short years so far, where only a handful of bleeding edge industrial leaders emulated classic HPC disciplines, today almost every commercial market is usurping HPC technologies and disciplines in mass. Additionally, with the rampant adoption of demanding workloads like Machine Learning, cloud to on premise providers are now deploying the same advanced networking technologies and delivering the same core capabilities and performance as traditional HPC environments. These same data centers embracing AI are also driving the increased adoption of complex technologies including containers and virtualization that must also be optimized for performance, optimal profit and operational efficiency. In this talk we explore how high performance networking has emerged from HPC to become the critical path for the cloud, machine learning and much more."
Watch the video: https://wp.me/p3RLHQ-ixP
Learn more: http://mellanox.com
and
http://www.hpcadvisorycouncil.com/events/2018/swiss-workshop/agenda.php
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
Slides of our CoNEXT'19 presentation of "RSS++: load and state-aware receive side scaling", a technique to insure a good load-balancing among multiple cores of a server for networking application.
Advanced Networking: The Critical Path for HPC, Cloud, Machine Learning and moreinside-BigData.com
In this deck from the 2018 Swiss HPC Conference, Erez Cohen from Mellanox presents: Advanced Networking: The Critical Path for HPC, Cloud, Machine Learning and more.
"While InfiniBand, RDMA and GPU-Direct are an HPC mainstay, these advanced networking technologies are increasingly becoming a core differentiator to the data center. In fact, within just a few short years so far, where only a handful of bleeding edge industrial leaders emulated classic HPC disciplines, today almost every commercial market is usurping HPC technologies and disciplines in mass. Additionally, with the rampant adoption of demanding workloads like Machine Learning, cloud to on premise providers are now deploying the same advanced networking technologies and delivering the same core capabilities and performance as traditional HPC environments. These same data centers embracing AI are also driving the increased adoption of complex technologies including containers and virtualization that must also be optimized for performance, optimal profit and operational efficiency. In this talk we explore how high performance networking has emerged from HPC to become the critical path for the cloud, machine learning and much more."
Watch the video: https://wp.me/p3RLHQ-ixP
Learn more: http://mellanox.com
and
http://www.hpcadvisorycouncil.com/events/2018/swiss-workshop/agenda.php
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
Slides of our CoNEXT'19 presentation of "RSS++: load and state-aware receive side scaling", a technique to insure a good load-balancing among multiple cores of a server for networking application.
DPDK (Data Plane Development Kit) Overview by Rami Rosen
* Background and short history
* Advantages and disadvantages
- Very High speed networking acceleration in L2
- How this acceleration is achieved (hugepages, optimizations)
- rte_kni (and KCP)
- VPP (and FD.io project) , providing routing and switching.
- TLDK (Transport Layer Development Kit, TCP/UDP)
* Anatomy of a simple DPDK application.
* Development and governance model
* Testpmd: DPDK CLI tool
* DDP - Dynamic Device Profiles
Rami Rosen is a Linux Kernel expert, the author of "Linux Kernel Networking", Apress, 2014.
Rami had published two articles about DPDK in the last year:
"Network acceleration with DPDK"
https://lwn.net/Articles/725254/
"Userspace Networking with DPDK"
https://www.linuxjournal.com/content/userspace-networking-dpdk
Tutorial about MPLS Implementation with Cisco Router, this first of two chapter discuss about What is MPLS, Network Design, P, PE, and CE Router Description, Case Study of IP MPLS Implementation, IP and OSPF Routing Configuration
Describing how Segment Routing is laying the foundations for controller based TE in Google's RSVP based B2 network. Solving network hyperscale challenges one step at a time.
Cilium - Network security for microservicesThomas Graf
Cilium is open source software for providing and transparently securing network connectivity and loadbalancing between application containers and services deployed using Linux container management platforms like Docker and Kubernetes.
A new Linux kernel technology called eBPF is at the foundation of Cilium, which enables the dynamic insertion of BPF bytecode into the Linux kernel. Cilium generates eBPF programs for each individual application container to provide networking, security, loadbalancing and visibility.
TRex is an open source, low cost, stateful traffic generator fuelled by DPDK. It generates L4-7 traffic based on pre-processing and a smart replay of real traffic templates. TRex amplifies both client and server side traffic and can scale to 200Gb/sec with one UCS.
Many network operators still struggle with which type of data-plane encoding they should use for segment routing. The world is hyper-connected and we can’t afford to be late to deliver 5G. Using IPv4, IPv6 and MPLS data-plane encoding keeps us moving forward.
This presentation introduces Data Plane Development Kit overview and basics. It is a part of a Network Programming Series.
First, the presentation focuses on the network performance challenges on the modern systems by comparing modern CPUs with modern 10 Gbps ethernet links. Then it touches memory hierarchy and kernel bottlenecks.
The following part explains the main DPDK techniques, like polling, bursts, hugepages and multicore processing.
DPDK overview explains how is the DPDK application is being initialized and run, touches lockless queues (rte_ring), memory pools (rte_mempool), memory buffers (rte_mbuf), hashes (rte_hash), cuckoo hashing, longest prefix match library (rte_lpm), poll mode drivers (PMDs) and kernel NIC interface (KNI).
At the end, there are few DPDK performance tips.
Tags: access time, burst, cache, dpdk, driver, ethernet, hub, hugepage, ip, kernel, lcore, linux, memory, pmd, polling, rss, softswitch, switch, userspace, xeon
There are many systems that handle heavy UDP transactions, like DNS and RADIUS servers. Nowadays 10G Ethernet NICs are so widely deployed and even 40G and 100G NICs are out there. This makes it difficult for a single server to get enough performance to consume link bandwidth with short packet transactions. Since usually Linux is by default not tuned for dedicated UDP servers, we are investigating ways to boost such UDP transaction performance.
This talk will show how we analyze the bottleneck and give tips we found to make the performance better. Also we discuss challenges to improve it even more.
This presentation was given at LinuxCon Japan 2016 by Toshiaki Makita
Presented by Eran Bello at the "NFV & SDN Summit" held March 2014 in Paris, France
Ideal for Cloud DataCenter, Data Processing Platforms and Network Functions Virtualization
Leading SerDes Technology: High Bandwidth – Advanced Process
10/40/56Gb VPI with PCIe 3.0 Interface
10/40/56Gb High Bandwidth Switch: 36 ports of 10/40/56Gb or 64 ports of 10Gb
RDMA/RoCE technology: Ultra Low Latency Data Transfer
Software Defined Networking: SDN Switch and Control End to End Solution
Cloud Management: OpenStack integration
Paving the way to 100Gb/s Interconnect
End to End Network Interconnect for Compute/Processing and Switching
Software Defined Networking
High Bandwidth, Low Latency and Lower TCO: $/Port/Gb
DPDK (Data Plane Development Kit) Overview by Rami Rosen
* Background and short history
* Advantages and disadvantages
- Very High speed networking acceleration in L2
- How this acceleration is achieved (hugepages, optimizations)
- rte_kni (and KCP)
- VPP (and FD.io project) , providing routing and switching.
- TLDK (Transport Layer Development Kit, TCP/UDP)
* Anatomy of a simple DPDK application.
* Development and governance model
* Testpmd: DPDK CLI tool
* DDP - Dynamic Device Profiles
Rami Rosen is a Linux Kernel expert, the author of "Linux Kernel Networking", Apress, 2014.
Rami had published two articles about DPDK in the last year:
"Network acceleration with DPDK"
https://lwn.net/Articles/725254/
"Userspace Networking with DPDK"
https://www.linuxjournal.com/content/userspace-networking-dpdk
Tutorial about MPLS Implementation with Cisco Router, this first of two chapter discuss about What is MPLS, Network Design, P, PE, and CE Router Description, Case Study of IP MPLS Implementation, IP and OSPF Routing Configuration
Describing how Segment Routing is laying the foundations for controller based TE in Google's RSVP based B2 network. Solving network hyperscale challenges one step at a time.
Cilium - Network security for microservicesThomas Graf
Cilium is open source software for providing and transparently securing network connectivity and loadbalancing between application containers and services deployed using Linux container management platforms like Docker and Kubernetes.
A new Linux kernel technology called eBPF is at the foundation of Cilium, which enables the dynamic insertion of BPF bytecode into the Linux kernel. Cilium generates eBPF programs for each individual application container to provide networking, security, loadbalancing and visibility.
TRex is an open source, low cost, stateful traffic generator fuelled by DPDK. It generates L4-7 traffic based on pre-processing and a smart replay of real traffic templates. TRex amplifies both client and server side traffic and can scale to 200Gb/sec with one UCS.
Many network operators still struggle with which type of data-plane encoding they should use for segment routing. The world is hyper-connected and we can’t afford to be late to deliver 5G. Using IPv4, IPv6 and MPLS data-plane encoding keeps us moving forward.
This presentation introduces Data Plane Development Kit overview and basics. It is a part of a Network Programming Series.
First, the presentation focuses on the network performance challenges on the modern systems by comparing modern CPUs with modern 10 Gbps ethernet links. Then it touches memory hierarchy and kernel bottlenecks.
The following part explains the main DPDK techniques, like polling, bursts, hugepages and multicore processing.
DPDK overview explains how is the DPDK application is being initialized and run, touches lockless queues (rte_ring), memory pools (rte_mempool), memory buffers (rte_mbuf), hashes (rte_hash), cuckoo hashing, longest prefix match library (rte_lpm), poll mode drivers (PMDs) and kernel NIC interface (KNI).
At the end, there are few DPDK performance tips.
Tags: access time, burst, cache, dpdk, driver, ethernet, hub, hugepage, ip, kernel, lcore, linux, memory, pmd, polling, rss, softswitch, switch, userspace, xeon
There are many systems that handle heavy UDP transactions, like DNS and RADIUS servers. Nowadays 10G Ethernet NICs are so widely deployed and even 40G and 100G NICs are out there. This makes it difficult for a single server to get enough performance to consume link bandwidth with short packet transactions. Since usually Linux is by default not tuned for dedicated UDP servers, we are investigating ways to boost such UDP transaction performance.
This talk will show how we analyze the bottleneck and give tips we found to make the performance better. Also we discuss challenges to improve it even more.
This presentation was given at LinuxCon Japan 2016 by Toshiaki Makita
Presented by Eran Bello at the "NFV & SDN Summit" held March 2014 in Paris, France
Ideal for Cloud DataCenter, Data Processing Platforms and Network Functions Virtualization
Leading SerDes Technology: High Bandwidth – Advanced Process
10/40/56Gb VPI with PCIe 3.0 Interface
10/40/56Gb High Bandwidth Switch: 36 ports of 10/40/56Gb or 64 ports of 10Gb
RDMA/RoCE technology: Ultra Low Latency Data Transfer
Software Defined Networking: SDN Switch and Control End to End Solution
Cloud Management: OpenStack integration
Paving the way to 100Gb/s Interconnect
End to End Network Interconnect for Compute/Processing and Switching
Software Defined Networking
High Bandwidth, Low Latency and Lower TCO: $/Port/Gb
In this deck, Gilad Shainer from Mellanox provides an overview of new products for the SC15 conference.
Learn more: http://mellanox.com
Watch the video presentation: http://wp.me/p3RLHQ-eJu
Sign up for our insideHPC Newsletter
Open Ethernet: an open-source approach to modern network designAlexander Petrovskiy
The era of closed proprietary hardware platforms is coming to an end. Today, in the world of Web-scale IT, the industry is starting to adopt new approach, based on the principles of openness, scalabilty and customizability. However, in more conservative networking industry, traditional equipment and proprietary technologies from a single vendor are often being used, which limits the flexibility, prevents innovation and narrows down the choice.
The "Open Ethernet" initiative from Mellanox brings open source principles into the world of modern networking and allows customers to select the best hardware and software to design network infrastructure, based on open and standard protocols and technologies, also opening the way for broad adoption of SDN.
Slawomir Janukowicz, Juniper Networks
Juniper Day, Praha, 13.5.2015
Jestliže SlideShare nezobrazí prezentaci korektně, můžete si ji stáhnout ve formátu .ppsx nebo .pdf (kliknutím na tlačitko v dolní liště snímků).
Announcing the Mellanox ConnectX-5 100G InfiniBand Adapterinside-BigData.com
In this deck, Mellanox announces the ConnectX-5 adapter for high performance communications.
“The new ConnectX-5 100G adapter further enables high performance, data analytics, deep learning, storage, Web 2.0 and more applications to perform data-related algorithms on the network to achieve the highest system performance and utilization,” said Gilad Shainer, vice president, marketing at Mellanox Technologies. “Today, scalable compute and storage systems suffer from data bottlenecks that limit research, product development, and constrain application services. ConnectX-5 will help unleash business potential with faster, more effective, real-time data processing and analytics. With its smart offloading, ConnectX-5 will enable dramatic increases in CPU, GPU and FPGA performance that will enhance effectiveness and maximize the return on data centers’ investment.”
Learn more: http://mellanox.com
Watch the video presentation: http://wp.me/p3RLHQ-fll
Meshing OpenStack and Bare Metal Networks with EVPN - David Iles, Mellanox Te...OpenStack
Audience Level
Intermediate
Synopsis
The latest SDN revolution is centered on creating efficient virtualized data center networks using VXLAN & EVPN. We will talk about the scale, performance, and cost advantages of using a modern controller-free virtualized network solution built on 100 Gigabit Ethernet switches with hardware based VXLAN Routing. We will explore the ease of automating such a network in an OpenStack environment and take you through a real world use case of using OpenStack Network Node bridging between a bare metal cloud (EVPN) and a fully virtualized cloud environments (orchestrated by Neutron).
Speaker Bio:
David has held leadership roles at 3COM, Cisco Systems, Nortel Networks, and IBM where he promoted advanced network technologies including High Speed Ethernet, Layer 4-7 switching, Virtual Machine-aware networking, and Software Defined Networking.
David’s current focus is on the evolving landscape of data center networking, scale out storage, Open Networking, and cloud computing.
OpenStack Networks the Web-Scale Way - Scott Laffer, Cumulus NetworksOpenStack
Audience Level
Beginner
Synopsis
Layer 2 versus Layer 3, MLAG, Spanning-Tree, switch mechanism drivers, overlays and routing-on-the-host — What scales and what does not? The underlying plumbing of an OpenStack network is something you’d rather not have to think about. This presentation examines the network architectures of web-scale and large enterprise OpenStack users and how those same efficiencies can be used in deployments of all sizes.
Speaker Bio:
Scott is a Member of Technical Staff at Cumulus Networks where he designs, supports and deploys web-scale technologies and architectures in enterprise networks globally. Prior to becoming a founding member of the Cumulus office in Australia, Scott started his career as a network administrator before joining Cisco Systems to support their data centre products.
OpenStack Australia Day Melbourne 2017
https://events.aptira.com/openstack-australia-day-melbourne-2017/
We will also discuss optimizations for MPI collectives communications, that are frequently used for processes synchronization and show how their performance is critical for scalable, high-performance applications.
Similar to OpenNebula - Mellanox Considerations for Smart Cloud (20)
OpenNebulaConf2019 - Welcome and Project Update - Ignacio M. Llorente, Rubén ...OpenNebula Project
We've made our way into the world of open cloud — where each organization can find the right cloud for its unique needs. A single cloud management platform cannot be all things to all people. There will be a cloud space with several offerings focused on different environments and/or industries. The OpenNebula commitment to the open cloud is at the very base of its mission — to become the simplest cloud enabling platform — and its purpose — to bring simplicity to the private and hybrid enterprise cloud. OpenNebula exists to help companies build simple, cost-effective, reliable, open enterprise clouds on existing IT infrastructure. The OpenNebula Conference will be a great opportunity to communicate and share our vision and commitment, to look back at how the project has grown in the last 9 years, and to shed some insight into what to expect from the project in the near future.
OpenNebulaConf2019 - Building Virtual Environments for Security Analyses of C...OpenNebula Project
Computer networks are undergoing a phenomenal growth, driven by the rapidly increasing number of nodes constituting the networks. At the same time, the number of security threats on Internet and intranet networks is constantly increasing, and the testing and experimentation of cyber defense solutions require the availability of separate, test environments that best reflect the complexity of a real system. Such environments support the deployment and monitoring of complex mission-driven network scenarios, and cyber security training activities, thus enabling enterprises to study cyber defense strategies and allowing security researchers to evaluate their algorithms at scale.
The main objective is delivering to researchers and practitioners an overview of the technological means and the practical steps to setup a private cloud platform based on OpenNebula for the creation and management of virtual environments that support cyber-security activities of training and testing, as well as an overview of its possible applications in the cyber security domain.
In particular:
1. We describe our infrastructure based on OpenNebula
2. We overview our application, sitting on top of OpenNebula, as well as the technological tools involved in the management of its lifecycle (e.g., Ansible) .
3. We show how the platform can support various examples of security research activities
[References] Building an emulation environment for cyber security analyses of complex networked systems, Tanasache, Florin Dragos and Sorella, Mara and Bonomi, Silvia and Rapone, Raniero and Meacci, Davide, ICDCN '19, ACM, 2019
OpenNebulaConf2019 - CORD and Edge computing with OpenNebula - Alfonso Aureli...OpenNebula Project
I will be presenting the ongoing advances of the OnLife Networks project across Spain and Brasil, with a focus on use cases we have implemented in the Central Offices, which serve as the edge resources closest to the end-user. I will share an interesting synopsis of the the projects evolution, as well as provide several lessons learned.
OpenNebulaConf2019 - 6 years (+) OpenNebula - Lessons learned - Sebastian Man...OpenNebula Project
Insight into more than 6 years experience with OpenNebula from different perspectives: ISP & Datacenter Provider and Consultant / System Integrator
Lessons learned, "the dos and don'ts" and how we convince and enable customers with OpenNebula - and the NTS ecosystem.
OpenNebulaConf2019 - Performant and Resilient Storage the Open Source & Linux...OpenNebula Project
OpenNebula users have a range of storage options available to them, including proprietary appliances, proprietary software and Open Source software projects. This session will present a fully Open Source approach, that tightly integrates with Linux, and makes full use of the mature building blocks within the Linux kernel (LVM, Software RAID, DM-crypt, NVMe-oF Target, DRBD, etc...), and delivers one of the highest performance open source storage stacks currently available.
The core goal is to expose the improved performance of NVMe storage devices to VMs and containers. The solution covers both local NVMe drives and NVMe-oF. For interacting with NVMe-oF targets it supports the Swordfish-API and LVM & Linux’s software NVMe-oF target. The solution contains a storage addon for OpenNebula.
Our take on centralized and controlled VM image backups that deal with both CEPH and local QCOW2 datastores. As there are no default means of executing image backups in OpenNebula, I'd like to share our perspective on how we do it.
OpenNebulaConf2019 - How We Use GOCA to Manage our OpenNebula Cloud - Jean-Ph...OpenNebula Project
At Iguane Solutions, a lot of our "DevOps" tools are developed in Golang, and we have a good amount of experience in contributing to the Goca. I'll review just what contributions we make, as well as how we use Goca with different tools, on a daily basis, to manage and monitor our OpenNebula cloud.
I will delve into the concept of Infrastructure as Code - deployment of VM instances on cloud, as well as, also address the metrics collection of deployed VMs. Finally, I will present how we can abstract VM management with automation tools thanks to GOCA.
A deep insight into a project with codename "TARDIS" at HAUFE Lexware with the purpose to replace vCloud with OpenNebula. A technical deep dive into a focussed project done by real DevOps experts.
How and what we do with OpenNebula to enable our customers for a completely new way how it is consumed in a modern, service orientated IT. We will also talk about the question, why we have chosen OpenNebula and how deep is the level - and ability - of integration of the NTS CAPTAIN into existing 2nd and 3rd party tools like IPAM, CMDBs, backup, monitoring, approval processes and much more...
TeleData operates a purpose build IaaS enterprise ready cloud plattfom in the region of lake constance. OpenNebula is used in production since several years. TeleData will share an insight into the "Lessons learned" and a brief summary how to operate a public cloud, built on top of OpenNebula. Content is subject to change!
Performant and Resilient Storage: The Open Source & Linux WayOpenNebula Project
OpenNebula users have a range of storage options available to them, including proprietary appliances, proprietary software and Open Source software projects. This session will present a fully Open Source approach, that tightly integrates with Linux, and makes full use of the mature building blocks within the Linux kernel (LVM, Software RAID, DM-crypt, NVMe-oF Target, DRBD, etc...), and delivers one of the highest performance open source storage stacks currently available. The core goal is to expose the improved performance of NVMe storage devices to VMs and containers. The solution covers both local NVMe drives and NVMe-oF. For interacting with NVMe-oF targets it supports the Swordfish-API and LVM & Linux’s software NVMe-oF target. The solution contains a storage addon for OpenNebula.
NetApp’s Hybrid Cloud Infrastructure manages to leverage Kubernetes to a Hybrid Multi Cloud use case where OpenNebula integrates seamlessly. A technical deep dive in how NTS and NetApp integrated NTS Captain into NetApp’s DataFabric world on top of NetApp HC
Globus Compute wth IRI Workflows - GlobusWorld 2024Globus
As part of the DOE Integrated Research Infrastructure (IRI) program, NERSC at Lawrence Berkeley National Lab and ALCF at Argonne National Lab are working closely with General Atomics on accelerating the computing requirements of the DIII-D experiment. As part of the work the team is investigating ways to speedup the time to solution for many different parts of the DIII-D workflow including how they run jobs on HPC systems. One of these routes is looking at Globus Compute as a way to replace the current method for managing tasks and we describe a brief proof of concept showing how Globus Compute could help to schedule jobs and be a tool to connect compute at different facilities.
Listen to the keynote address and hear about the latest developments from Rachana Ananthakrishnan and Ian Foster who review the updates to the Globus Platform and Service, and the relevance of Globus to the scientific community as an automation platform to accelerate scientific discovery.
Field Employee Tracking System| MiTrack App| Best Employee Tracking Solution|...informapgpstrackings
Keep tabs on your field staff effortlessly with Informap Technology Centre LLC. Real-time tracking, task assignment, and smart features for efficient management. Request a live demo today!
For more details, visit us : https://informapuae.com/field-staff-tracking/
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
Gamify Your Mind; The Secret Sauce to Delivering Success, Continuously Improv...Shahin Sheidaei
Games are powerful teaching tools, fostering hands-on engagement and fun. But they require careful consideration to succeed. Join me to explore factors in running and selecting games, ensuring they serve as effective teaching tools. Learn to maintain focus on learning objectives while playing, and how to measure the ROI of gaming in education. Discover strategies for pitching gaming to leadership. This session offers insights, tips, and examples for coaches, team leads, and enterprise leaders seeking to teach from simple to complex concepts.
A Comprehensive Look at Generative AI in Retail App Testing.pdfkalichargn70th171
Traditional software testing methods are being challenged in retail, where customer expectations and technological advancements continually shape the landscape. Enter generative AI—a transformative subset of artificial intelligence technologies poised to revolutionize software testing.
First Steps with Globus Compute Multi-User EndpointsGlobus
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.
Check out the webinar slides to learn more about how XfilesPro transforms Salesforce document management by leveraging its world-class applications. For more details, please connect with sales@xfilespro.com
If you want to watch the on-demand webinar, please click here: https://www.xfilespro.com/webinars/salesforce-document-management-2-0-smarter-faster-better/
Developing Distributed High-performance Computing Capabilities of an Open Sci...Globus
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.
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
TROUBLESHOOTING 9 TYPES OF OUTOFMEMORYERRORTier1 app
Even though at surface level ‘java.lang.OutOfMemoryError’ appears as one single error; underlyingly there are 9 types of OutOfMemoryError. Each type of OutOfMemoryError has different causes, diagnosis approaches and solutions. This session equips you with the knowledge, tools, and techniques needed to troubleshoot and conquer OutOfMemoryError in all its forms, ensuring smoother, more efficient Java applications.
Top Features to Include in Your Winzo Clone App for Business Growth (4).pptxrickgrimesss22
Discover the essential features to incorporate in your Winzo clone app to boost business growth, enhance user engagement, and drive revenue. Learn how to create a compelling gaming experience that stands out in the competitive market.
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
Quarkus Hidden and Forbidden ExtensionsMax Andersen
Quarkus has a vast extension ecosystem and is known for its subsonic and subatomic feature set. Some of these features are not as well known, and some extensions are less talked about, but that does not make them less interesting - quite the opposite.
Come join this talk to see some tips and tricks for using Quarkus and some of the lesser known features, extensions and development techniques.
Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...Globus
The U.S. Geological Survey (USGS) has made substantial investments in meeting evolving scientific, technical, and policy driven demands on storing, managing, and delivering data. As these demands continue to grow in complexity and scale, the USGS must continue to explore innovative solutions to improve its management, curation, sharing, delivering, and preservation approaches for large-scale research data. Supporting these needs, the USGS has partnered with the University of Chicago-Globus to research and develop advanced repository components and workflows leveraging its current investment in Globus. The primary outcome of this partnership includes the development of a prototype enterprise repository, driven by USGS Data Release requirements, through exploration and implementation of the entire suite of the Globus platform offerings, including Globus Flow, Globus Auth, Globus Transfer, and Globus Search. This presentation will provide insights into this research partnership, introduce the unique requirements and challenges being addressed and provide relevant project progress.