The document discusses CSC's high performance computing capabilities and developments from 2012-2014. It summarizes that CSC upgraded its Sisu and Taito systems in 2014 with new Intel Haswell CPUs, increasing cores by 50% and reducing energy usage. The upgrades boosted Sisu's performance to 1700 TFlops, making it the 37th most powerful system in the world. CSC now provides a total of 2.54 PFlops of computing power and is the most powerful academic computing facility in the Nordic countries.
OpenStack and Red Hat: How we learned to adapt with our customers in a maturi...OpenStack
Audience Level
All levels
Synopsis
Peter has been involved in OpenStack community since its B-release, and he has been enabling and helping customers across various industries adopt OpenStack in strategic ways. In this session, you will learn from his experience what Red Hat’s perspective is on the current state of affairs in the OpenStack community and the path we see ahead that Red Hat is putting its efforts in. OpenStack is not a product that tries to solve any one business problem in particular, but a technology that aims to be usable for many – what are the required steps to make sure that your organisation is ready for the OpenStack-based cloudification and transformation.
Speaker Bio:
Peter Jung is a Senior Business Development Manager at Red Hat where he leads the practice in the areas of Cloud, SDN/NFV and IoT across Australia and New Zealand. He is passionate about open innovation and open source software development model as the foundation for next generation society and ICT systems. Prior to Red Hat, he had various roles at Cisco and Dell for 15 years. He holds a BSEE and an MBA.
OpenStack Australia Day Melbourne 2017
https://events.aptira.com/openstack-australia-day-melbourne-2017/
Building a GPU-enabled OpenStack Cloud for HPC - Blair Bethwaite, Monash Univ...OpenStack
Audience Level
Intermediate
Synopsis
M3 is the latest generation system of the MASSIVE project, an HPC facility specializing in characterization science (imaging and visualization). Using OpenStack as the compute provisioning layer, M3 is a hybrid HPC/cloud system, custom-integrated by Monash’s R@CMon Research Cloud team. Built to support Monash University’s next-gen high-throughput instrument processing requirements, M3 is half-half GPU-accelerated and CPU-only.
We’ll discuss the design and tech used to build this innovative platform as well as detailing approaches and challenges to building GPU-enabled and HPC clouds. We’ll also discuss some of the software and processing pipelines that this system supports and highlight the importance of tuning for these workloads.
Speaker Bio
Blair Bethwaite: Blair has worked in distributed computing at Monash University for 10 years, with OpenStack for half of that. Having served as team lead, architect, administrator, user, researcher, and occasional hacker, Blair’s unique perspective as a science power-user, developer, and system architect has helped guide the evolution of the research computing engine central to Monash’s 21st Century Microscope.
Lance Wilson: Lance is a mechanical engineer, who has been making tools to break things for the last 20 years. His career has moved through a number of engineering subdisciplines from manufacturing to bioengineering. Now he supports the national characterisation research community in Melbourne, Australia using OpenStack to create HPC systems solving problems too large for your laptop.
Introducing QuickStack, a converged cloud solution powered by The Canonical Distribution of Ubuntu OpenStack. QuickStack delivers the fastest and reliable way to build an OpenStack cloud with the verified and thoroughly tested architecture, which dramatically reduces the time and risk associated with your OpenStack cloud projects. With QuickStack, building an OpenStack cloud is no longer complicated, but instead fast and easy
Cisco UCS Integrated Infrastructure for Big Data with CassandraDataStax Academy
With growing popularity of big data, it becomes imperative for enterprises to adopt the right platform for their workload, with efficient and user-friendly management of large scale clusters. In this session we will explore Cisco's revolutionary innovations that deliver leading-edge infrastructure, well suited for Cassandra like data base platforms, purpose built for performance and scalability. This enables our customers to unlock the intelligence in their data. Not only this provides a sustainable competitive advantage to their business, but also scales with their growing business needs.
Red Hat Ceph Storage: Past, Present and FutureRed_Hat_Storage
Ceph is a massively scalable, open source, software-defined storage system that runs on commodity hardware. Get an update about the latest version of Red Hat Ceph Storage, including information about the newest features and use cases, with a particular focus on cloud storage and OpenStack. We’ll also explore the themes and directions for the roadmap for the next 12 months.
OpenStack and Red Hat: How we learned to adapt with our customers in a maturi...OpenStack
Audience Level
All levels
Synopsis
Peter has been involved in OpenStack community since its B-release, and he has been enabling and helping customers across various industries adopt OpenStack in strategic ways. In this session, you will learn from his experience what Red Hat’s perspective is on the current state of affairs in the OpenStack community and the path we see ahead that Red Hat is putting its efforts in. OpenStack is not a product that tries to solve any one business problem in particular, but a technology that aims to be usable for many – what are the required steps to make sure that your organisation is ready for the OpenStack-based cloudification and transformation.
Speaker Bio:
Peter Jung is a Senior Business Development Manager at Red Hat where he leads the practice in the areas of Cloud, SDN/NFV and IoT across Australia and New Zealand. He is passionate about open innovation and open source software development model as the foundation for next generation society and ICT systems. Prior to Red Hat, he had various roles at Cisco and Dell for 15 years. He holds a BSEE and an MBA.
OpenStack Australia Day Melbourne 2017
https://events.aptira.com/openstack-australia-day-melbourne-2017/
Building a GPU-enabled OpenStack Cloud for HPC - Blair Bethwaite, Monash Univ...OpenStack
Audience Level
Intermediate
Synopsis
M3 is the latest generation system of the MASSIVE project, an HPC facility specializing in characterization science (imaging and visualization). Using OpenStack as the compute provisioning layer, M3 is a hybrid HPC/cloud system, custom-integrated by Monash’s R@CMon Research Cloud team. Built to support Monash University’s next-gen high-throughput instrument processing requirements, M3 is half-half GPU-accelerated and CPU-only.
We’ll discuss the design and tech used to build this innovative platform as well as detailing approaches and challenges to building GPU-enabled and HPC clouds. We’ll also discuss some of the software and processing pipelines that this system supports and highlight the importance of tuning for these workloads.
Speaker Bio
Blair Bethwaite: Blair has worked in distributed computing at Monash University for 10 years, with OpenStack for half of that. Having served as team lead, architect, administrator, user, researcher, and occasional hacker, Blair’s unique perspective as a science power-user, developer, and system architect has helped guide the evolution of the research computing engine central to Monash’s 21st Century Microscope.
Lance Wilson: Lance is a mechanical engineer, who has been making tools to break things for the last 20 years. His career has moved through a number of engineering subdisciplines from manufacturing to bioengineering. Now he supports the national characterisation research community in Melbourne, Australia using OpenStack to create HPC systems solving problems too large for your laptop.
Introducing QuickStack, a converged cloud solution powered by The Canonical Distribution of Ubuntu OpenStack. QuickStack delivers the fastest and reliable way to build an OpenStack cloud with the verified and thoroughly tested architecture, which dramatically reduces the time and risk associated with your OpenStack cloud projects. With QuickStack, building an OpenStack cloud is no longer complicated, but instead fast and easy
Cisco UCS Integrated Infrastructure for Big Data with CassandraDataStax Academy
With growing popularity of big data, it becomes imperative for enterprises to adopt the right platform for their workload, with efficient and user-friendly management of large scale clusters. In this session we will explore Cisco's revolutionary innovations that deliver leading-edge infrastructure, well suited for Cassandra like data base platforms, purpose built for performance and scalability. This enables our customers to unlock the intelligence in their data. Not only this provides a sustainable competitive advantage to their business, but also scales with their growing business needs.
Red Hat Ceph Storage: Past, Present and FutureRed_Hat_Storage
Ceph is a massively scalable, open source, software-defined storage system that runs on commodity hardware. Get an update about the latest version of Red Hat Ceph Storage, including information about the newest features and use cases, with a particular focus on cloud storage and OpenStack. We’ll also explore the themes and directions for the roadmap for the next 12 months.
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 Day in Korea 2015] Keynote 2 - Leveraging OpenStack to Realize the...OpenStack Korea Community
OpenStack Day in Korea 2015 - Keynote 2
Leveraging OpenStack to Realize the SKT Software-Defined Data Center
Jinsung Choi, Ph.D - CTO, Corporate R&D Center, SK Telecom
Audience Level
Intermediate
Synopsis
In this presentation, Shunde will show you how to simplify the migration process with a workload migration engine, making the move to OpenStack easy. This talk will address the various difficulties operators and administrators face when migrating workloads and resources between various cloud platforms, including removing time consuming, repetitive and complicated steps.
This tool can be applied to many cloud migrations, including between Virtual Machines and OpenStack, between Public and Private clouds, as well as between OpenStack and OpenStack. This tool integrates completely with other OpenStack projects minimising deployment and maintenance efforts. So whether you’re looking to upgrade from your existing traditional virtualisation platform, setup a new OpenStack instance, or upgrade to a newer version of OpenStack, we will show you how to simplify this process using GUTS.
Speaker Bio
Shunde is a senior software developer in Aptira with over 15 years experience in software development, automation and system administration. He has worked with OpenStack since the Diablo cycle and has been involved in projects from OpenStack infrastructure to distributed systems running on top of OpenStack.
Harnessing the virtual realm for successful real world artificial intelligenceAlison B. Lowndes
Artificial Intelligence is impacting all areas of society, from healthcare and transportation to smart cities and energy. How NVIDIA invests both in internal pure research and accelerated computation to enable its diverse customer base, across gaming & extended reality, graphics, AI, robotics, simulation, high performance scientific computing, healthcare & more. You will be introduced to the GPU computing platform & shown real world successfully deployed applications as well as a glimpse into the current state of the art across academia, enterprise and startups.
Building a redundant CloudStack management cluster - Vladimir MelnikShapeBlue
Building a redundant CloudStack management cluster. Building and maintaining an open-source-driven clustered environment for Apache CloudStack management server with GNU Linux, HAProxy, HeartBeat, Bind, OpenLDAP and other tools.
[OpenStack Day in Korea 2015] Keynote 5 - The evolution of OpenStack NetworkingOpenStack Korea Community
OpenStack Day in Korea 2015 - Keynote 5
The evolution of OpenStack Networking
Guido Appenzeller - Chief Technology Strategy Officer, Networking & Security, VMWare
Data Orchestration Summit 2020 organized by Alluxio
https://www.alluxio.io/data-orchestration-summit-2020/
Fluid: When Alluxio Meets Kubernetes
Yang Che, Staff Engineer at Alibaba Cloud
Rong Gu, Professor at Nanjing University
About Alluxio: alluxio.io
Engage with the open source community on slack: alluxio.io/slack
Introduction to HPC & Supercomputing in AITyrone Systems
Catch up with our live webinar on Natural Language Processing! Learn about how it works and how it applies to you. We have provided all the information in our video recording you would not miss out on.
Watch the Natural Language Processing webinar here!
In this deck, Gilad Shainer from Mellanox announces the world’s first HDR 200Gb/s data center interconnect solutions. "These 200Gb/s HDR InfiniBand solutions maintain Mellanox’s generation-ahead leadership while enabling customers and users to leverage an open, standards-based technology that maximizes application performance and scalability while minimizing overall data center total cost of ownership. Mellanox 200Gb/s HDR solutions will become generally available in 2017.
Watch the video presentation: http://insidehpc.com/2016/11/hdr-infiniband/
Superfluidity, Infrastructure for mixed workloads in Mobile Edge Computing - ...Cloud Native Day Tel Aviv
Superfluidity is a European Union research project that innovates in the 5G networks domain. It's goal is to design a converged cloud-based 5G architecture which would enable instantiating services on-the-fly, running them anywhere in the network (core or edge) and shifting them transparently to different locations. 18 partners are contributing to the project, including leaders from the IT and Telco industries and from the academia.
In this session we'll understand the MEC architecture which supports mixed workloads of VMs and containers sharing one networking infrastructure. We’ll discuss side by side deployment of OpenStack and Kubernetes while leveraging Kuryr to build a single networking infrastructure.
Running Distributed TensorFlow with GPUs on Mesos with DC/OS Mesosphere Inc.
Running distributed TensorFlow is challenging, especially if you want to train large models on your own infrastructure. In this talk, Kevin Klues presents an open source TensorFlow framework for distributed training on DC/OS. This framework takes the pain out of deploying distributed TensorFlow, so you can spend less time worrying about your deployment strategy and more time building out your model.
Speaker Bio:
Kevin Klues is an Engineering Manager at Mesosphere where he leads the DC/OS Cluster Operations team. Prior to joining Mesosphere, Kevin worked at Google on an experimental operating system for data centers called Akaros. He and a few others founded the Akaros project while working on their Ph.Ds at UC Berkeley. In a past life, Kevin was a lead developer of the TinyOS project, working at Stanford University, the Technical University of Berlin, and the CSIRO in Australia. When not working, you can usually find Kevin on a snowboard or up in the mountains in some capacity or another.
Disruptive Innovation & The Roadless Economy in New ZealandArturo Pelayo
This is the slide deck presented at the joint event by ARIA Logistics (presented by co-Founder Arturo Pelayo) and The Innovation Liberation Front in Auckland, New Zealand.
For updates on upcoming events and workshops, please follow @arialogistics on twitter, our website blog and facebook page.
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 Day in Korea 2015] Keynote 2 - Leveraging OpenStack to Realize the...OpenStack Korea Community
OpenStack Day in Korea 2015 - Keynote 2
Leveraging OpenStack to Realize the SKT Software-Defined Data Center
Jinsung Choi, Ph.D - CTO, Corporate R&D Center, SK Telecom
Audience Level
Intermediate
Synopsis
In this presentation, Shunde will show you how to simplify the migration process with a workload migration engine, making the move to OpenStack easy. This talk will address the various difficulties operators and administrators face when migrating workloads and resources between various cloud platforms, including removing time consuming, repetitive and complicated steps.
This tool can be applied to many cloud migrations, including between Virtual Machines and OpenStack, between Public and Private clouds, as well as between OpenStack and OpenStack. This tool integrates completely with other OpenStack projects minimising deployment and maintenance efforts. So whether you’re looking to upgrade from your existing traditional virtualisation platform, setup a new OpenStack instance, or upgrade to a newer version of OpenStack, we will show you how to simplify this process using GUTS.
Speaker Bio
Shunde is a senior software developer in Aptira with over 15 years experience in software development, automation and system administration. He has worked with OpenStack since the Diablo cycle and has been involved in projects from OpenStack infrastructure to distributed systems running on top of OpenStack.
Harnessing the virtual realm for successful real world artificial intelligenceAlison B. Lowndes
Artificial Intelligence is impacting all areas of society, from healthcare and transportation to smart cities and energy. How NVIDIA invests both in internal pure research and accelerated computation to enable its diverse customer base, across gaming & extended reality, graphics, AI, robotics, simulation, high performance scientific computing, healthcare & more. You will be introduced to the GPU computing platform & shown real world successfully deployed applications as well as a glimpse into the current state of the art across academia, enterprise and startups.
Building a redundant CloudStack management cluster - Vladimir MelnikShapeBlue
Building a redundant CloudStack management cluster. Building and maintaining an open-source-driven clustered environment for Apache CloudStack management server with GNU Linux, HAProxy, HeartBeat, Bind, OpenLDAP and other tools.
[OpenStack Day in Korea 2015] Keynote 5 - The evolution of OpenStack NetworkingOpenStack Korea Community
OpenStack Day in Korea 2015 - Keynote 5
The evolution of OpenStack Networking
Guido Appenzeller - Chief Technology Strategy Officer, Networking & Security, VMWare
Data Orchestration Summit 2020 organized by Alluxio
https://www.alluxio.io/data-orchestration-summit-2020/
Fluid: When Alluxio Meets Kubernetes
Yang Che, Staff Engineer at Alibaba Cloud
Rong Gu, Professor at Nanjing University
About Alluxio: alluxio.io
Engage with the open source community on slack: alluxio.io/slack
Introduction to HPC & Supercomputing in AITyrone Systems
Catch up with our live webinar on Natural Language Processing! Learn about how it works and how it applies to you. We have provided all the information in our video recording you would not miss out on.
Watch the Natural Language Processing webinar here!
In this deck, Gilad Shainer from Mellanox announces the world’s first HDR 200Gb/s data center interconnect solutions. "These 200Gb/s HDR InfiniBand solutions maintain Mellanox’s generation-ahead leadership while enabling customers and users to leverage an open, standards-based technology that maximizes application performance and scalability while minimizing overall data center total cost of ownership. Mellanox 200Gb/s HDR solutions will become generally available in 2017.
Watch the video presentation: http://insidehpc.com/2016/11/hdr-infiniband/
Superfluidity, Infrastructure for mixed workloads in Mobile Edge Computing - ...Cloud Native Day Tel Aviv
Superfluidity is a European Union research project that innovates in the 5G networks domain. It's goal is to design a converged cloud-based 5G architecture which would enable instantiating services on-the-fly, running them anywhere in the network (core or edge) and shifting them transparently to different locations. 18 partners are contributing to the project, including leaders from the IT and Telco industries and from the academia.
In this session we'll understand the MEC architecture which supports mixed workloads of VMs and containers sharing one networking infrastructure. We’ll discuss side by side deployment of OpenStack and Kubernetes while leveraging Kuryr to build a single networking infrastructure.
Running Distributed TensorFlow with GPUs on Mesos with DC/OS Mesosphere Inc.
Running distributed TensorFlow is challenging, especially if you want to train large models on your own infrastructure. In this talk, Kevin Klues presents an open source TensorFlow framework for distributed training on DC/OS. This framework takes the pain out of deploying distributed TensorFlow, so you can spend less time worrying about your deployment strategy and more time building out your model.
Speaker Bio:
Kevin Klues is an Engineering Manager at Mesosphere where he leads the DC/OS Cluster Operations team. Prior to joining Mesosphere, Kevin worked at Google on an experimental operating system for data centers called Akaros. He and a few others founded the Akaros project while working on their Ph.Ds at UC Berkeley. In a past life, Kevin was a lead developer of the TinyOS project, working at Stanford University, the Technical University of Berlin, and the CSIRO in Australia. When not working, you can usually find Kevin on a snowboard or up in the mountains in some capacity or another.
Disruptive Innovation & The Roadless Economy in New ZealandArturo Pelayo
This is the slide deck presented at the joint event by ARIA Logistics (presented by co-Founder Arturo Pelayo) and The Innovation Liberation Front in Auckland, New Zealand.
For updates on upcoming events and workshops, please follow @arialogistics on twitter, our website blog and facebook page.
How enroll cwd's to school adalah panduan bahwasanya mengajak anak disabilitas masuk ke sekolah bukan masalah akses tapi merupakan masalah sistem yang lebih luas
Consumer insights: Finding and Guarding the Treasure Trove InfographicCapgemini
Consumer Product (CP) companies operate in an industry where the fundamental rules of the game are changing. The growth of e-commerce, the ability to bypass retailers, the rise of private labels, and the advent of niche CP startups are just some of the trends that are reshaping the sector. Find out the latest findings from our Consumer Insights Infographic.
As content professionals, our jobs require more cross-team collaboration than ever, and that means it’s getting tougher to delineate our disciplines. When was the last time you did “just” design, content, or code? It’s no longer an option to only care about what’s on your plate.
Drawing from her experience as a “content therapist,” Kristina will share insights about how curiosity, empathy, and shared ambition will help us all build a better web.
Event Report - Oracle OpenWorld - Top 3 Positive and Top 3 ConcernsHolger Mueller
Holger Mueller of Constellation Research shares his Top 3 Positives and Top 3 Concerns of Oracle OpenWorld, still going on in San Francisco, from September 18th till 22nd 2016.
Movements Begin Within: Mashable Social Good ConferenceGeoff Livingston
Geoff Livingston's presentation for the Mashable (Summer of) Social Good Conference on August 28, 2009. Discussed were two social media principles: Cause as it relates to them, and complete integrated experience.
OpenStack at the speed of business with SolidFire & Red Hat NetApp
When it comes to OpenStack® and the enterprise, it’s critical that you can rapidly deploy a plug-and-play solution that delivers mixed workload capabilities on a shared infrastructure. Join Red Hat and SolidFire to see how Agile Infrastructure for OpenStack can help your cloud move at the speed of business.
Summit 16: Deploying Virtualized Mobile Infrastructures on OpenstackOPNFV
Service Provider is evolving and competing with leaner Over the Top Providers (OTP) providers such as Google and Amazon to provide mobile services. Furture SP network has ot be agile, resilient and auto salable. SPs are leaning towards using COTS infra, open networking (OPNFV, ONOS) and VNF to run routers, switches, mobile gateways, firewall, NAT, DPI functions. Session covers design and deployment of virtualizing the mobile infra such as Virtual Evolved Packet Core, GiLAN and VoLTE as well as 5G core. We will also cover performance fine tuning using DPDK, SR-IOV etc. WE will present case study using Cisco (VNF Manager and NFVO), Redhat (NFVI), Openstack and block storage using CEPH technology. Participants will be able to understand complexities of mobile packet core, evolution NFV based solution and architecture framework for 5G mobile packet core.
Google and Intel speak on NFV and SFC service delivery
The slides are as presented at the meet up "Out of Box Network Developers" sponsored by Intel Networking Developer Zone
Here is the Agenda of the slides:
How DPDK, RDT and gRPC fit into SDI/SDN, NFV and OpenStack
Key Platform Requirements for SDI
SDI Platform Ingredients: DPDK, IntelⓇRDT
gRPC Service Framework
IntelⓇ RDT and gRPC service framework
Accelerate Your OpenStack Deployment Presented by SolidFire and Red HatNetApp
What would you do if your storage infrastructure weren't a barrier to your cloud? In 'Accelerate your OpenStack Deployment' you'll see how Agile Infrastructure (AI) simplifies deployments and dynamic IT-as-a-Service-style offerings, such as self-service test & development or production-ready private clouds. AI frees you to think up the stack and stop worrying about your infrastructure.
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
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
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.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
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
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
4. Total performance:
2.54 PFlop/s
CSC is the most powerful academic
computing facility in the Nordics
5. CSC Computing Services
Performance Capacity Accelerated Cloud Hosting
Sisu
Massive
parallelism
Fast
interconnect
Taito
General use
Large memory
>100
applications
Taito
extension
Visualization
Special codes
Nvidia GPU
Intel Xeon Phi
cPouta
Build your
own
Openstack
IaaS
Kajaani
Espoo
Efficient and
secure
datacenters
Virtual and
physical
servers
Fast parallel storage
Backup Archiving
Storage Services
7. New in 2014: Xeon Haswell E5 CPUs
Intel Xeon E5-2690v3 2,6GHz
– 12 cores/CPU (+50%)
– AVX2 instructions (2x max flops/GHz)
– DDR4 memory
– “Energy-to-solution” at best 1/3 vs.
Sandy Bridge
We are one of earliest adopters
– Sisu upgraded 7/2014
– Taito upgraded 12/2014
8. Sisu Cray XC päivitys
8 new cabinets
Haswell CPUs
More memory per node
>7x performance
~2x energy consumption
40512 cores
108TB memory
680kW
15384kg
9. Sisu – Cray XC40
Designed for computationally intensive tasks
40512 cores, 64GB RAM / node
#37 on the Nov 14 Top500 -list
Aries-interconnect with 7TB/s bisection BW
Cray development tools
Comprehensive set of scalable applications
10. Cray XC blade
4 dual CPU nodes (96 cores)
64GB RAM per node
Aries Router
Net
Power
(500GB/s switching capability)
13. Aries Interconnect Topology
All-to-all network
between groups
2 dimensional
all-to-all network
in a group
Source:
Robert Alverson, Cray
Hot Interconnects 2012 keynote
Optical uplinks to
inter-group net
CSC presentation 13
14. Aries Bisection Bandwidth
9 000 000 x 1,75 x
Average European
consumer IP traffic in 2013
OR
1080p Netflix streams
~7 TB/s
=
15. Taito
HP cluster for general use
– 576 dual-CPU 8 core E5-2670 (Sandy Bridge)
64GB RAM per node
– 400 dual-CPU 12 core E5-2690v3 (Haswell)
128GB RAM per node
New HP Apollo 6000 chassis and blades
– Big memory nodes
10 x 256GB ; 2 x 1,5TB
56Gbit/s FDR InfiniBand –interconnect
Large selection of applications
taito-shell for instant interactive use
16. Taito Extension
Bull DLC 715
– Direct warm-water cooling
Special processors for computing
– 72 Nvidia Tesla K40 GPGPU
– 90 Intel Xeon Phi 7120X
High-performance and energy efficient
– Porting and optimization of applications needed
GPUs can be used for visualization
– For example by using VirtualGL
Connected to the Taito cluster
19. Taito ja Sisu user interfaces
Unix shell & X-forwarding
NoMachine NX –virtual desktop
(NX Web-client in beta testing)
Scientists’ User Interface
https://sui.csc.fi
20. cPouta Cloud
IaaS cloud service for HPC
Use cases
– Running HTTP and other servers
– Non-CentOS Linux or Windows OS needed
– Superuser access needed
– Agile service development (“DevOps”)
Tuned for HPC
– Provisioned from Taito nodes
– Powerful CPUs, interconnect, storage
Simple web interface, CLI, REST API
https://research.csc.fi/pouta-iaas-cloud
27. Cooling Technologies
Water-air hybrid (Sisu)
Air (Taito)
Direct warm-water
(Bull Taito extension)
PUE: 1,2
PUE: 1,05 PUE: 1,02
28. Why CSC?
High-performance, latest technologies
Secure environment (ISO27001:2013)
Finnish, non-profit organization
Ecologically sustainable infrastructure
Competitive and simple pricing model
Excellent network connectivity
Everything under one roof
– Cloud, traditional HPC, visualization, accelerators
– Various storage solutions, EUDAT, RDA
– Consulting, training, porting, optimization
29. ISO27001:2013 certification
Reflects our commitment to security
– Risk management
– Leadership
– Technical solutions and documentation
– Continual improvement
– Recovery planning
– Security as part of company culture
Covers nearly all ICT services and
datacenters
– Cloud services to be certified in early 2015
30. Leveraging Best-of-breed Open
Source Software
Deployment & Clustering
Cloud
Operating Systems
Monitoring
Storage Queuing
Logstash
Graphite
31. Near future development
cPouta improvements, including:
– Oversubscribed instances (WWW-servers etc)
– Docker-support
– ISO27001:2013 certification
New ePouta service
– Productization of Biomedinfra
– Secure computing for organizations
– No direct visibility to Internet (VPN / OPN)
– Possible to extend your local resources
seamlessly
Services for data-intensive computing
– Hadoop/MapReduce optimized systems
– SSD storage
35. Supercomputers Today
Commodity technologies
– Server clusters
– Linux
– Ethernet, InfiniBand
– x86
Proprietary solutions in very high-end
– BlueGene, Cray, NEC
Cloud services on the rise
– Especially for modest compute needs
Use is constantly spreading to new fields
– Skilled people needed!
Kajaani datacenter is housed in an old paper warehouse
There is plenty of local hydroelectric power (30MW) and the climate is nice and cool for free air cooling nearly year-round