This document discusses Infinidat's scale-out storage solutions. It highlights Infinidat's unique software-driven architecture with over 100 patents. Infinidat systems can scale to over 7 exabytes deployed globally across various industries. Analyst reviews show Infinidat receiving higher ratings than Dell EMC, HPE, NetApp, and others. The InfiniBox systems offer multi-petabyte scale in a single rack with high performance, reliability, and efficiency.
Introduction to linux memory management and advantages of using huge pages for certain applications, and final wrap-up with benefits of Transparent hugepages available in RHEL 6.
The Linux Block Layer - Built for Fast StorageKernel TLV
The arrival of flash storage introduced a radical change in performance profiles of direct attached devices. At the time, it was obvious that Linux I/O stack needed to be redesigned in order to support devices capable of millions of IOPs, and with extremely low latency.
In this talk we revisit the changes the Linux block layer in the
last decade or so, that made it what it is today - a performant, scalable, robust and NUMA-aware subsystem. In addition, we cover the new NVMe over Fabrics support in Linux.
Sagi Grimberg
Sagi is Principal Architect and co-founder at LightBits Labs.
LAD - GroundBreakers - Jul 2019 - Using Oracle Autonomous Health Framework to...Sandesh Rao
This session will focus on the best practice use of the Oracle Autonomous Health Framework (AHF) with an emphasis on troubleshooting private cloud database deployments. It will cover the troubleshooting tips and tricks which DBA's need on a daily basis using tools like Trace file Analyzer (TFA) , Exachk (Best Practices) , Cluster Health Advisor.. Additionally, use cases focusing on best practices for targeted diagnosis and rapid recovery to preserve availability will be covered. This will also cover the new troubleshooting tips for Oracle Database 19c
Best Practices for ETL with Apache NiFi on Kubernetes - Albert Lewandowski, G...GetInData
Did you like it? Check out our E-book: Apache NiFi - A Complete Guide
https://ebook.getindata.com/apache-nifi-complete-guide
Apache NiFi is one of the most popular services for running ETL pipelines otherwise it’s not the youngest technology. During the talk, there are described all details about migrating pipelines from the old Hadoop platform to the Kubernetes, managing everything as the code, monitoring all corner cases of NiFi and making it a robust solution that is user-friendly even for non-programmers.
Author: Albert Lewandowski
Linkedin: https://www.linkedin.com/in/albert-lewandowski/
___
Getindata is a company founded in 2014 by ex-Spotify data engineers. From day one our focus has been on Big Data projects. We bring together a group of best and most experienced experts in Poland, working with cloud and open-source Big Data technologies to help companies build scalable data architectures and implement advanced analytics over large data sets.
Our experts have vast production experience in implementing Big Data projects for Polish as well as foreign companies including i.a. Spotify, Play, Truecaller, Kcell, Acast, Allegro, ING, Agora, Synerise, StepStone, iZettle and many others from the pharmaceutical, media, finance and FMCG industries.
https://getindata.com
Introduction to linux memory management and advantages of using huge pages for certain applications, and final wrap-up with benefits of Transparent hugepages available in RHEL 6.
The Linux Block Layer - Built for Fast StorageKernel TLV
The arrival of flash storage introduced a radical change in performance profiles of direct attached devices. At the time, it was obvious that Linux I/O stack needed to be redesigned in order to support devices capable of millions of IOPs, and with extremely low latency.
In this talk we revisit the changes the Linux block layer in the
last decade or so, that made it what it is today - a performant, scalable, robust and NUMA-aware subsystem. In addition, we cover the new NVMe over Fabrics support in Linux.
Sagi Grimberg
Sagi is Principal Architect and co-founder at LightBits Labs.
LAD - GroundBreakers - Jul 2019 - Using Oracle Autonomous Health Framework to...Sandesh Rao
This session will focus on the best practice use of the Oracle Autonomous Health Framework (AHF) with an emphasis on troubleshooting private cloud database deployments. It will cover the troubleshooting tips and tricks which DBA's need on a daily basis using tools like Trace file Analyzer (TFA) , Exachk (Best Practices) , Cluster Health Advisor.. Additionally, use cases focusing on best practices for targeted diagnosis and rapid recovery to preserve availability will be covered. This will also cover the new troubleshooting tips for Oracle Database 19c
Best Practices for ETL with Apache NiFi on Kubernetes - Albert Lewandowski, G...GetInData
Did you like it? Check out our E-book: Apache NiFi - A Complete Guide
https://ebook.getindata.com/apache-nifi-complete-guide
Apache NiFi is one of the most popular services for running ETL pipelines otherwise it’s not the youngest technology. During the talk, there are described all details about migrating pipelines from the old Hadoop platform to the Kubernetes, managing everything as the code, monitoring all corner cases of NiFi and making it a robust solution that is user-friendly even for non-programmers.
Author: Albert Lewandowski
Linkedin: https://www.linkedin.com/in/albert-lewandowski/
___
Getindata is a company founded in 2014 by ex-Spotify data engineers. From day one our focus has been on Big Data projects. We bring together a group of best and most experienced experts in Poland, working with cloud and open-source Big Data technologies to help companies build scalable data architectures and implement advanced analytics over large data sets.
Our experts have vast production experience in implementing Big Data projects for Polish as well as foreign companies including i.a. Spotify, Play, Truecaller, Kcell, Acast, Allegro, ING, Agora, Synerise, StepStone, iZettle and many others from the pharmaceutical, media, finance and FMCG industries.
https://getindata.com
Talk by Brendan Gregg for USENIX LISA 2019: Linux Systems Performance. Abstract: "
Systems performance is an effective discipline for performance analysis and tuning, and can help you find performance wins for your applications and the kernel. However, most of us are not performance or kernel engineers, and have limited time to study this topic. This talk summarizes the topic for everyone, touring six important areas of Linux systems performance: observability tools, methodologies, benchmarking, profiling, tracing, and tuning. Included are recipes for Linux performance analysis and tuning (using vmstat, mpstat, iostat, etc), overviews of complex areas including profiling (perf_events) and tracing (Ftrace, bcc/BPF, and bpftrace/BPF), and much advice about what is and isn't important to learn. This talk is aimed at everyone: developers, operations, sysadmins, etc, and in any environment running Linux, bare metal or the cloud."
IBM DS8880 and IBM Z - Integrated by DesignStefan Lein
This Presentation shows the strength of the IBM DS8880 Enterprise Storage Platform with special emphasis on the System Z integration capabilities. December 2017
Cosco: An Efficient Facebook-Scale Shuffle ServiceDatabricks
Cosco is an efficient shuffle-as-a-service that powers Spark (and Hive) jobs at Facebook warehouse scale. It is implemented as a scalable, reliable and maintainable distributed system. Cosco is based on the idea of partial in-memory aggregation across a shared pool of distributed memory. This provides vastly improved efficiency in disk usage compared to Spark's built-in shuffle. Long term, we believe the Cosco architecture will be key to efficiently supporting jobs at ever larger scale. In this talk we'll take a deep dive into the Cosco architecture and describe how it's deployed at Facebook. We will then describe how it's integrated to run shuffle for Spark, and contrast it with Spark's built-in sort-based shuffle mechanism and SOS (presented at Spark+AI Summit 2018).
OSSNA 2017 Performance Analysis Superpowers with Linux BPFBrendan Gregg
Talk by Brendan Gregg for OSSNA 2017. "Advanced performance observability and debugging have arrived built into the Linux 4.x series, thanks to enhancements to Berkeley Packet Filter (BPF, or eBPF) and the repurposing of its sandboxed virtual machine to provide programmatic capabilities to system tracing. Netflix has been investigating its use for new observability tools, monitoring, security uses, and more. This talk will be a dive deep on these new tracing, observability, and debugging capabilities, which sooner or later will be available to everyone who uses Linux. Whether you’re doing analysis over an ssh session, or via a monitoring GUI, BPF can be used to provide an efficient, custom, and deep level of detail into system and application performance.
This talk will also demonstrate the new open source tools that have been developed, which make use of kernel- and user-level dynamic tracing (kprobes and uprobes), and kernel- and user-level static tracing (tracepoints). These tools provide new insights for file system and storage performance, CPU scheduler performance, TCP performance, and a whole lot more. This is a major turning point for Linux systems engineering, as custom advanced performance instrumentation can be used safely in production environments, powering a new generation of tools and visualizations."
Numberly on Joining Billions of Rows in Seconds: Replacing MongoDB and Hive w...ScyllaDB
Many organizations struggle to balance traditional big data infrastructure with NoSQL databases. Other organizations do the smart thing and consolidate the two. This presentation explores Numberly’s experience migrating an intensive and join-hungry production workload from MongoDB and Hive to Scylla.
Join Alexys Jacob, CTO of Numberly, to learn how they joined billions of rows in seconds and dramatically reduced operational and development complexity by using a single database for their hybrid analytical use case.
As a bonus, Alexys will also cover benchmarks for Dask (a flexible parallel computing library for analytic computing) and Spark, highlighting their differences and lessons learned along the way.
Dell Technologies è un’esclusiva famiglia di aziende che offre alle organizzazioni l’infrastruttura necessaria per costruire il loro futuro digitale, favorire l’IT Transformation e proteggere le loro risorse più importanti: le informazioni.
In particolare per il settore dell’Education di livello superiore, Dell EMC ha studiato un catalogo di soluzioni in aree quali:
Converged Infrastructure
Storage e Protection dei dati
Servizi di didattica digitale
In questo ciclo di webinar illustreremo le soluzioni Dell EMC più all'avanguardia, attualmente oggetto di studio da parte della Fondazione CRUI per un possibile contratto in convenzione.
Accelerate Your Apache Spark with Intel Optane DC Persistent MemoryDatabricks
The capacity of data grows rapidly in big data area, more and more memory are consumed either in the computation or holding the intermediate data for analytic jobs. For those memory intensive workloads, end-point users have to scale out the computation cluster or extend memory with storage like HDD or SSD to meet the requirement of computing tasks. For scaling out the cluster, the extra cost from cluster management, operation and maintenance will increase the total cost if the extra CPU resources are not fully utilized. To address the shortcoming above, Intel Optane DC persistent memory (Optane DCPM) breaks the traditional memory/storage hierarchy and scale up the computing server with higher capacity persistent memory. Also it brings higher bandwidth & lower latency than storage like SSD or HDD. And Apache Spark is widely used in the analytics like SQL and Machine Learning on the cloud environment. For cloud environment, low performance of remote data access is typical a stop gap for users especially for some I/O intensive queries. For the ML workload, it's an iterative model which I/O bandwidth is the key to the end-2-end performance. In this talk, we will introduce how to accelerate Spark SQL with OAP (https://github.com/Intel-bigdata/OAP) to accelerate SQL performance on Cloud to archive 8X performance gain and RDD cache to improve K-means performance with 2.5X performance gain leveraging Intel Optane DCPM. Also we will have a deep dive how Optane DCPM for these performance gains.
Speakers: Cheng Xu, Piotr Balcer
리눅스 pacemaker 기반의 High Availaiblity 구성방법에 대해 설명합니다. pacemaker를 사용하는 다른 리눅스 기반도 구성이 가능합니다.
Pacemaker 기반 Linux High Availability 입문용으로는 적합하지 않을 수 있습니다. Pacemaker 기반 Linux High Availability를 한 번도 설치 및 구성을 하지 않은 리눅스 관리자라면 설치 문서를 먼저 참고하십시오.
RHEL7 및 CentOS 7을 중심으로 레드햇 계열의 리눅스에 적합한 내용으로 작성되었습니다.
Amazon Elastic Fabric Adapter: Anatomy, Capabilities, and the Road Aheadinside-BigData.com
In this deck from the 2019 OpenFabrics Workshop in Austin, Raghu Raja from Amazon presents: Amazon Elastic Fabric Adapter: Anatomy, Capabilities, and the Road Ahead.
Elastic Fabric Adapter (EFA) is the recently announced HPC networking offering from Amazon for EC2 instances. It allows applications such as MPI to communicate using the Scalable Reliable Datagram (SRD) protocol that provides connectionless and unordered messaging services directly in userspace, bypassing both the operating system kernel and the Virtual Machine hypervisor. This talk presents the designs, capabilities, and an early performance characterization of the userspace and kernel components of the EFA software stack. This includes the open-source EFA libfabric provider, the generic RDM-over-RDM (RxR) utility provider that extends the capabilities of EFA, and the device driver itself. The talk will also discuss some of Amazon's recent contributions to libfabric core and future plans."
Watch the video: https://wp.me/p3RLHQ-k2I
Learn more: https://www.openfabrics.org/2019-workshop-agenda-and-abstracts/
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
Talk by Brendan Gregg for USENIX LISA 2019: Linux Systems Performance. Abstract: "
Systems performance is an effective discipline for performance analysis and tuning, and can help you find performance wins for your applications and the kernel. However, most of us are not performance or kernel engineers, and have limited time to study this topic. This talk summarizes the topic for everyone, touring six important areas of Linux systems performance: observability tools, methodologies, benchmarking, profiling, tracing, and tuning. Included are recipes for Linux performance analysis and tuning (using vmstat, mpstat, iostat, etc), overviews of complex areas including profiling (perf_events) and tracing (Ftrace, bcc/BPF, and bpftrace/BPF), and much advice about what is and isn't important to learn. This talk is aimed at everyone: developers, operations, sysadmins, etc, and in any environment running Linux, bare metal or the cloud."
IBM DS8880 and IBM Z - Integrated by DesignStefan Lein
This Presentation shows the strength of the IBM DS8880 Enterprise Storage Platform with special emphasis on the System Z integration capabilities. December 2017
Cosco: An Efficient Facebook-Scale Shuffle ServiceDatabricks
Cosco is an efficient shuffle-as-a-service that powers Spark (and Hive) jobs at Facebook warehouse scale. It is implemented as a scalable, reliable and maintainable distributed system. Cosco is based on the idea of partial in-memory aggregation across a shared pool of distributed memory. This provides vastly improved efficiency in disk usage compared to Spark's built-in shuffle. Long term, we believe the Cosco architecture will be key to efficiently supporting jobs at ever larger scale. In this talk we'll take a deep dive into the Cosco architecture and describe how it's deployed at Facebook. We will then describe how it's integrated to run shuffle for Spark, and contrast it with Spark's built-in sort-based shuffle mechanism and SOS (presented at Spark+AI Summit 2018).
OSSNA 2017 Performance Analysis Superpowers with Linux BPFBrendan Gregg
Talk by Brendan Gregg for OSSNA 2017. "Advanced performance observability and debugging have arrived built into the Linux 4.x series, thanks to enhancements to Berkeley Packet Filter (BPF, or eBPF) and the repurposing of its sandboxed virtual machine to provide programmatic capabilities to system tracing. Netflix has been investigating its use for new observability tools, monitoring, security uses, and more. This talk will be a dive deep on these new tracing, observability, and debugging capabilities, which sooner or later will be available to everyone who uses Linux. Whether you’re doing analysis over an ssh session, or via a monitoring GUI, BPF can be used to provide an efficient, custom, and deep level of detail into system and application performance.
This talk will also demonstrate the new open source tools that have been developed, which make use of kernel- and user-level dynamic tracing (kprobes and uprobes), and kernel- and user-level static tracing (tracepoints). These tools provide new insights for file system and storage performance, CPU scheduler performance, TCP performance, and a whole lot more. This is a major turning point for Linux systems engineering, as custom advanced performance instrumentation can be used safely in production environments, powering a new generation of tools and visualizations."
Numberly on Joining Billions of Rows in Seconds: Replacing MongoDB and Hive w...ScyllaDB
Many organizations struggle to balance traditional big data infrastructure with NoSQL databases. Other organizations do the smart thing and consolidate the two. This presentation explores Numberly’s experience migrating an intensive and join-hungry production workload from MongoDB and Hive to Scylla.
Join Alexys Jacob, CTO of Numberly, to learn how they joined billions of rows in seconds and dramatically reduced operational and development complexity by using a single database for their hybrid analytical use case.
As a bonus, Alexys will also cover benchmarks for Dask (a flexible parallel computing library for analytic computing) and Spark, highlighting their differences and lessons learned along the way.
Dell Technologies è un’esclusiva famiglia di aziende che offre alle organizzazioni l’infrastruttura necessaria per costruire il loro futuro digitale, favorire l’IT Transformation e proteggere le loro risorse più importanti: le informazioni.
In particolare per il settore dell’Education di livello superiore, Dell EMC ha studiato un catalogo di soluzioni in aree quali:
Converged Infrastructure
Storage e Protection dei dati
Servizi di didattica digitale
In questo ciclo di webinar illustreremo le soluzioni Dell EMC più all'avanguardia, attualmente oggetto di studio da parte della Fondazione CRUI per un possibile contratto in convenzione.
Accelerate Your Apache Spark with Intel Optane DC Persistent MemoryDatabricks
The capacity of data grows rapidly in big data area, more and more memory are consumed either in the computation or holding the intermediate data for analytic jobs. For those memory intensive workloads, end-point users have to scale out the computation cluster or extend memory with storage like HDD or SSD to meet the requirement of computing tasks. For scaling out the cluster, the extra cost from cluster management, operation and maintenance will increase the total cost if the extra CPU resources are not fully utilized. To address the shortcoming above, Intel Optane DC persistent memory (Optane DCPM) breaks the traditional memory/storage hierarchy and scale up the computing server with higher capacity persistent memory. Also it brings higher bandwidth & lower latency than storage like SSD or HDD. And Apache Spark is widely used in the analytics like SQL and Machine Learning on the cloud environment. For cloud environment, low performance of remote data access is typical a stop gap for users especially for some I/O intensive queries. For the ML workload, it's an iterative model which I/O bandwidth is the key to the end-2-end performance. In this talk, we will introduce how to accelerate Spark SQL with OAP (https://github.com/Intel-bigdata/OAP) to accelerate SQL performance on Cloud to archive 8X performance gain and RDD cache to improve K-means performance with 2.5X performance gain leveraging Intel Optane DCPM. Also we will have a deep dive how Optane DCPM for these performance gains.
Speakers: Cheng Xu, Piotr Balcer
리눅스 pacemaker 기반의 High Availaiblity 구성방법에 대해 설명합니다. pacemaker를 사용하는 다른 리눅스 기반도 구성이 가능합니다.
Pacemaker 기반 Linux High Availability 입문용으로는 적합하지 않을 수 있습니다. Pacemaker 기반 Linux High Availability를 한 번도 설치 및 구성을 하지 않은 리눅스 관리자라면 설치 문서를 먼저 참고하십시오.
RHEL7 및 CentOS 7을 중심으로 레드햇 계열의 리눅스에 적합한 내용으로 작성되었습니다.
Amazon Elastic Fabric Adapter: Anatomy, Capabilities, and the Road Aheadinside-BigData.com
In this deck from the 2019 OpenFabrics Workshop in Austin, Raghu Raja from Amazon presents: Amazon Elastic Fabric Adapter: Anatomy, Capabilities, and the Road Ahead.
Elastic Fabric Adapter (EFA) is the recently announced HPC networking offering from Amazon for EC2 instances. It allows applications such as MPI to communicate using the Scalable Reliable Datagram (SRD) protocol that provides connectionless and unordered messaging services directly in userspace, bypassing both the operating system kernel and the Virtual Machine hypervisor. This talk presents the designs, capabilities, and an early performance characterization of the userspace and kernel components of the EFA software stack. This includes the open-source EFA libfabric provider, the generic RDM-over-RDM (RxR) utility provider that extends the capabilities of EFA, and the device driver itself. The talk will also discuss some of Amazon's recent contributions to libfabric core and future plans."
Watch the video: https://wp.me/p3RLHQ-k2I
Learn more: https://www.openfabrics.org/2019-workshop-agenda-and-abstracts/
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
StorPool Storage presenting at Storage Field Day 25pdfStorPool Storage
Storage Field Day 25 took place on March 22–23, 2023, and gathered industry leaders and storage analysts in an exciting 2-day meet up with technical presentations. StorPool Storage participated in the event, and our team showcased our storage platform, its capabilities, and improvements.
Learn more: Watch now the recording of the presentation: https://storpool.com/blog/storpool-presents-at-storage-field-day-25-video-recordings
In this deck from DDN booth at SC18, John Bent from DDN presents: IME - Unlocking the Potential of NVMe.
"DDN’s Infinite Memory Engine (IME) is a scale-out, software-defined, flash storage platform that streamlines the data path for application I/O. IME interfaces directly to applications and secures I/O via a data path that eliminates file system bottlenecks. With IME, architects can realize true flash-cache economics with a storage architecture that separates capacity from performance."
Learn more: https://www.ddn.com/products/ime-flash-native-data-cache/
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
Presentation from OpenStack Summit Tokyo
Online video link is below.
https://www.openstack.org/summit/tokyo-2015/videos/presentation/approaching-open-source-hyper-converged-openstack-using-40gbit-ethernet-network
The flash market started out monolithically. Flash was a single media type (high performance, high endurance SLC flash). Flash systems also had a single purpose of accelerating the response time of high-end databases. But now there are several flash options. Users can choose between high performance flash or highly dense, medium performance flash systems. At the same time, high capacity hard disk drives are making a case to be the archival storage medium of choice. How does an IT professional choose?
High Performance Object Storage in 30 Minutes with Supermicro and MinIORebekah Rodriguez
The Supermicro Cloud DC is the perfect combination of performance, reliability, craftsmanship and flexibility for deploying MinIO object storage. MinIO on the Cloud DC platform outperforms and is more cost-effective than equivalently-sized hardware from other manufacturers. We recently benchmarked a cluster of four Cloud DC servers with NVMe drives and measured an impressive 42.57 GB/s average read (GET) throughput and 24.69 GB/s average write (PUT) throughput. This first class performance demonstrates that MinIO on Supermicro Cloud DC is a compelling solution for object storage intensive workloads such as advanced analytics, AI/ML and other modern, cloud-native applications.
In this webinar, you will learn:
Best use cases and deployment considerations for MinIO object storage
How to design and size a MinIO object storage cluster on Supermicro Cloud DC
How to deploy a distributed MinIO cluster onto a Cloud DC server cluster
Watch the Webinar: https://www.brighttalk.com/webcast/17278/519401
IBM Object Storage and Software Defined Solutions - CleversafeDiego Alberto Tamayo
Digital Content Growth
• Continued growth in graphical content creation
• Multi-device and HD/4K/8K make it even more challenging to store and process data
• Time & location shifting: viewing on individual schedule
• Content life-cycle management provides a balance between cost & performance
while maintaining customer experience
• Meta data availability and access
• Digital disruption with Over The Top (OTT) digital only competitors - new business
models
• OTT viewing will grow from representing 3.4% of TV viewing hours in 2013 to
20.4% by 2017 in NA
• 63% stream on-demand media more than weekly
• Security and data protection are big issues.
• File sharing declines with legal on-demand options
• Connection speeds are increasing making new options possible
Updates to Apache CloudStack and LINBIT SDSShapeBlue
In this session, speakers Giles Sirett and Philipp Reisner shared insights into CloudStack and LINBIT. Giles detailed Apache CloudStack’s scalability, multi-tenancy, and compatibility with various hypervisors. He also discusses CloudStack’s integrated, easy-to-use nature, rapid time-to-value, and its active community. Following this, Giles delves into different use cases, such as IaaS/Cloud Provisioning, Disaster recovery, Sovereign Clouds, and the list goes on. CloudStack’s features, including its support for Kubernetes clusters, its scalable architecture, high availability and other features were also discussed.
Following this, Philipp highlighted the 4 key ways in which LINBIT can help an organisation: ‘Protecting data, Always Keeping Your Services On, Shaping Your Destiny and Exceeding with Best Performance”. Philipp also delved into the different reasons why LINBIT SDS is so fast, and what the next steps are for DRBD, LINSTOR and the LINSTOR Driver for CloudStack.
-----------------------------------------
On October 10th 2023, ShapeBlue, Ampere Computing and LINBIT held a joint virtual event – Building Next-Generation IaaS. The event explored how the synergy between ARM, Apache CloudStack and LINBIT’s storage solutions can achieve a formidable price-to-performance ratio. There were a total of 3 sessions held by speakers from all 3 organisations.
Prezentace z webináře dne 10.3.2022
Prezentovali:
Jaroslav Malina - Senior Channel Sales Manager, Oracle
Josef Krejčí - Technology Sales Consultant, Oracle
Josef Šlahůnek - Cloud Systems sales Consultant, Oracle
Prezentace z webináře ze dne 9.2.2022
Prezentovali:
Jaroslav Malina - Senior Channel Sales Manager, Oracle
Josef Krejčí - Technology Sales Consultant, Oracle
Josef Šlahůnek - Cloud Systems Sales Consultant, Oracle
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
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.
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.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
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.
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/
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
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