IBM is introducing a new deployment option for the DB2 Analytics Accelerator on Cloud using dashDB as the acceleration engine. This provides customers with a hybrid cloud offering that gives the flexibility of running the Accelerator either on-premises or in the cloud. The Cloud deployment offers benefits like monthly pricing, hardware provisioning by IBM, and fast provisioning time. Initial focus areas include basic Accelerator functionality for offloading queries to the cloud, with a roadmap to continuously expand features and functionality.
Open Source Software on OpenPOWER systems.
With 100% open source system software (including the firmware), OpenPOWER is the most open server architecture in the market. Based on the IBM POWER8 chip, this new family of servers featuring the latest Nvidia NVLink technology runs all the software solutions presented at OPEN'16 with significant cost advantages. This session explains how Docker, EnterpriseDB and many others benefit from this advanced design, and how 200+ technology companies including Google and RackSpace are collaborating in an open development alliance to build the datacenter of the future.
Better performance and cost effectiveness empower better results in the cognitive era. For more information, visit: http://www.ibm.com/systems/power/hardware/linux-lc.html
Open Source Software on OpenPOWER systems.
With 100% open source system software (including the firmware), OpenPOWER is the most open server architecture in the market. Based on the IBM POWER8 chip, this new family of servers featuring the latest Nvidia NVLink technology runs all the software solutions presented at OPEN'16 with significant cost advantages. This session explains how Docker, EnterpriseDB and many others benefit from this advanced design, and how 200+ technology companies including Google and RackSpace are collaborating in an open development alliance to build the datacenter of the future.
Better performance and cost effectiveness empower better results in the cognitive era. For more information, visit: http://www.ibm.com/systems/power/hardware/linux-lc.html
We cover the IBM solution for HPC. In addition to hardware and software stack we show how the rational choice of compilation/running parameters helps to significantly improve the performance of technical computing applications.
Dror Goldenberg from Mellanox presented this deck at the HPC Advisory Council Switzerland Conference.
“High performance computing has begun scaling beyond Petaflop performance towards the Exaflop mark. One of the major concerns throughout the development toward such performance capability is scalability – at the component level, system level, middleware and the application level. A Co-Design approach between the development of the software libraries and the underlying hardware can help to overcome those scalability issues and to enable a more efficient design approach towards the Exascale goal.”
Watch the video presentation: http://wp.me/p3RLHQ-f7s
See more talks in the Swiss Conference Video Gallery:
http://insidehpc.com/2016-swiss-hpc-conference/
Sign up for our insideHPC Newsletter:
http://insidehpc.com/newsletter
Proactive Threat Detection and Safeguarding of Data for Enhanced Cyber resili...Sandeep Patil
IBM Storages like IBM Spectrum Scale/IBM CLoud Object storage System integrate with leading SIEM like IBM QRadar / SPLUNK for proactive threat detection and Cyber Resiliency
Virtualizing SAP HANA with Hitachi Unified Compute Platform Solutions: Bring...Hitachi Vantara
Virtualizing SAP HANA with Hitachi Unified Compute Platform Solutions: Bringing Flexibility, Agility and Readiness to the Real-Time Enterprise. VMworld 2015
IBM Power9 Servers are here! Launched this week, the AC922 POWER9 servers will form the basis of the world’s fastest “Coral” supercomputers coming to ORNL and LLNL. Built specifically for compute-intensive AI workloads, the new POWER9 systems are capable of improving the training times of deep learning frameworks by nearly 4x allowing enterprises to build more accurate AI applications, faster.
Listen to the Radio Free HPC podcast on Power9: https://insidehpc.com/2017/12/radio-free-hpc-looks-new-power9-titan-v-snapdragon-845/
Learn more: https://www.ibm.com/us-en/marketplace/power-systems-ac922
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
Overcoming write availability challenges of PostgreSQLEDB
There's no shortage of physical replication solutions for PostgreSQL, they scale horizontally and provide high read availability. But where they fall short is write availability, which leads many users to consider PostgreSQL logical replication. Existing solutions have a single point of failure or are dependent on a forked, vendor-provided PostgreSQL extension making reliable, enterprise-class logical replication hard to come by. Furthermore, these solutions put limits on scaling PostgreSQL.
By combining Kafka, an open source event streaming system with PostgreSQL, customers can get a fault tolerant, scalable logical replication service. Learn how EDB Replicate leverages Kafka for high write availability needed for today's demanding consumers who expect their applications to be always available and won't tolerate latency.
This presentation reviews the key methodologies that all the member of the team should consider such as:
- How to prioritize the right application or project for your first Oracle
- Tips to execute a well-defined, phased migration process to minimize risk and increase time to value
- Handling the common concerns and pitfalls related to a migration project
- What resources you can leverage before, during and after your migration
- Suggestions on how you can achieve independence from an Oracle database – without sacrificing performance.
Target audience: This presentation is intended for IT Decision-Makers and Leaders on the team involved in Database decisions and execution.
For more information, please email sales@enterprisedb.com
Hadoop World 2011: Unlocking the Value of Big Data with Oracle - Jean-Pierre ...Cloudera, Inc.
Analyzing new and diverse digital data streams can reveal new sources of economic value, provide fresh insights into customer behavior and identify market trends early on. But this influx of new data can create challenges for IT departments. To derive real business value from Big Data, you need the right tools to capture and organize a wide variety of data types from different sources, and to be able to easily analyze it within the context of all your enterprise data. Attend this session to learn how Oracle’s end-to-end value chain for Big Data can help you unlock the value of Big Data.
Public Sector Virtual Town Hall: High Availability for PostgreSQLEDB
Highly available databases are essential to organizations depending on mission-critical, 24/7 access to data. PostgreSQL is widely recognized as an excellent open-source database, with critical maturity and features that allow organizations to scale and achieve high availability.
This webinar will explore:
High availability concepts and workings
RPO, RTO, and uptime in high availability
Postgres high availability using streaming replication and logical replication
Important high availability parameters in PostgreSQL and options to monitor high availability
EDB tools (EDB Postgres Failover Manager, BART etc) to create a highly available Postgres architecture
MT42 The impact of high performance Oracle workloads on the evolution of the ...Dell EMC World
Increased data, along with innovations in application development have led to increasing I/O demands, which are not being met by existing architectures. Find out how high performance applications, particularly analytics applications running on a variety of files systems, are being constrained by storage performance and how Dell EMC's broad portfolio of storage infrastructure can meet their extreme performance demands.
Discover how Dell EMC's revolutionary performance can help you streamline and improve the performance of your entire Oracle environment. Performance and cost comparisons will show you how Dell EMC's performance is not just for extreme workloads but can also help you achieve massive consolidation, more simplified data architectures, increased data agility and reduced management overhead.
"
Highly available databases are essential to organizations depending on mission-critical, 24/7 access to data. Postgres is widely recognized as an excellent open-source database, with critical maturity and features that allow organizations to scale and achieve high availability.
This webinar will explore:
- Evolution of replication in Postgres
- Streaming replication
- Logical replication
- Replication for high availability
- Important high availability parameters
- Options to monitor high availability
- HA infrastructure to patch the database with minimal downtime
- EDB Postgres Failover Manager (EFM)
- EDB tools to create a highly available Postgres architecture
Software Defined Storage - Open Framework and Intel® Architecture TechnologiesOdinot Stanislas
(FR)
Dans cette présentation vous aurez le plaisir d'y trouver une introduction plutôt détaillées sur la notion de "SDS Controller" qui est en résumé la couche applicative destinée à contrôler à terme toutes les technologies de stockage (SAN, NAS, stockage distribué sur disque, flash...) et chargée de les exposer aux orchestrateurs de Cloud et donc aux applications.
(ENG)
This presentation cover in detail the notion of "SDS Controller" which is in summary a software stack able to handle all storage technologies (SAN, NDA, distributed file systems on disk, flash...) and expose it to Cloud orchestrators and applications. Lots of good content.
Bringing Mainframe Security Information Into Your Splunk Security Operations ...Precisely
In today’s always-on IT world, a single security breach can bring your business to a standstill. You rely on Splunk’s powerful platform for monitoring, integrating, analyzing and visualizing security data from across your enterprise to protect your organization from security threats and incidents. However, Splunk doesn’t natively interact with mainframe and IBM i systems, leaving a glaring blind spot.
Join us to learn how to effectively integrate Mainframe and IBM i security data into Splunk- providing you with a comprehensive view of your security operations landscape.
Topics will include:
- An overview of different types of security data and how to tap into mainframe & IBM i data in your Splunk Security Operations Center
- Unique and comparative differentiators across security data integration tools to be used within the Splunk Security Operations center
- Customer use cases and examples
DevOps Culture & Enablement with Postgres Plus Cloud DatabaseEDB
The Cloud and DevOps are made for each other. The ease of provisioning computing resources in the cloud is unmatched, cloud scalability allows testing and deployment for any size and type of application, and the cloud lets you reach developers and customers, wherever they may be.
Before you start down the path to DevOps, you'll need to work through organizational and cultural issues that are just as important as your technological issues.
View this presentation to get an overview of DevOps and the steps you need to take to be successful.
We cover the IBM solution for HPC. In addition to hardware and software stack we show how the rational choice of compilation/running parameters helps to significantly improve the performance of technical computing applications.
Dror Goldenberg from Mellanox presented this deck at the HPC Advisory Council Switzerland Conference.
“High performance computing has begun scaling beyond Petaflop performance towards the Exaflop mark. One of the major concerns throughout the development toward such performance capability is scalability – at the component level, system level, middleware and the application level. A Co-Design approach between the development of the software libraries and the underlying hardware can help to overcome those scalability issues and to enable a more efficient design approach towards the Exascale goal.”
Watch the video presentation: http://wp.me/p3RLHQ-f7s
See more talks in the Swiss Conference Video Gallery:
http://insidehpc.com/2016-swiss-hpc-conference/
Sign up for our insideHPC Newsletter:
http://insidehpc.com/newsletter
Proactive Threat Detection and Safeguarding of Data for Enhanced Cyber resili...Sandeep Patil
IBM Storages like IBM Spectrum Scale/IBM CLoud Object storage System integrate with leading SIEM like IBM QRadar / SPLUNK for proactive threat detection and Cyber Resiliency
Virtualizing SAP HANA with Hitachi Unified Compute Platform Solutions: Bring...Hitachi Vantara
Virtualizing SAP HANA with Hitachi Unified Compute Platform Solutions: Bringing Flexibility, Agility and Readiness to the Real-Time Enterprise. VMworld 2015
IBM Power9 Servers are here! Launched this week, the AC922 POWER9 servers will form the basis of the world’s fastest “Coral” supercomputers coming to ORNL and LLNL. Built specifically for compute-intensive AI workloads, the new POWER9 systems are capable of improving the training times of deep learning frameworks by nearly 4x allowing enterprises to build more accurate AI applications, faster.
Listen to the Radio Free HPC podcast on Power9: https://insidehpc.com/2017/12/radio-free-hpc-looks-new-power9-titan-v-snapdragon-845/
Learn more: https://www.ibm.com/us-en/marketplace/power-systems-ac922
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
Overcoming write availability challenges of PostgreSQLEDB
There's no shortage of physical replication solutions for PostgreSQL, they scale horizontally and provide high read availability. But where they fall short is write availability, which leads many users to consider PostgreSQL logical replication. Existing solutions have a single point of failure or are dependent on a forked, vendor-provided PostgreSQL extension making reliable, enterprise-class logical replication hard to come by. Furthermore, these solutions put limits on scaling PostgreSQL.
By combining Kafka, an open source event streaming system with PostgreSQL, customers can get a fault tolerant, scalable logical replication service. Learn how EDB Replicate leverages Kafka for high write availability needed for today's demanding consumers who expect their applications to be always available and won't tolerate latency.
This presentation reviews the key methodologies that all the member of the team should consider such as:
- How to prioritize the right application or project for your first Oracle
- Tips to execute a well-defined, phased migration process to minimize risk and increase time to value
- Handling the common concerns and pitfalls related to a migration project
- What resources you can leverage before, during and after your migration
- Suggestions on how you can achieve independence from an Oracle database – without sacrificing performance.
Target audience: This presentation is intended for IT Decision-Makers and Leaders on the team involved in Database decisions and execution.
For more information, please email sales@enterprisedb.com
Hadoop World 2011: Unlocking the Value of Big Data with Oracle - Jean-Pierre ...Cloudera, Inc.
Analyzing new and diverse digital data streams can reveal new sources of economic value, provide fresh insights into customer behavior and identify market trends early on. But this influx of new data can create challenges for IT departments. To derive real business value from Big Data, you need the right tools to capture and organize a wide variety of data types from different sources, and to be able to easily analyze it within the context of all your enterprise data. Attend this session to learn how Oracle’s end-to-end value chain for Big Data can help you unlock the value of Big Data.
Public Sector Virtual Town Hall: High Availability for PostgreSQLEDB
Highly available databases are essential to organizations depending on mission-critical, 24/7 access to data. PostgreSQL is widely recognized as an excellent open-source database, with critical maturity and features that allow organizations to scale and achieve high availability.
This webinar will explore:
High availability concepts and workings
RPO, RTO, and uptime in high availability
Postgres high availability using streaming replication and logical replication
Important high availability parameters in PostgreSQL and options to monitor high availability
EDB tools (EDB Postgres Failover Manager, BART etc) to create a highly available Postgres architecture
MT42 The impact of high performance Oracle workloads on the evolution of the ...Dell EMC World
Increased data, along with innovations in application development have led to increasing I/O demands, which are not being met by existing architectures. Find out how high performance applications, particularly analytics applications running on a variety of files systems, are being constrained by storage performance and how Dell EMC's broad portfolio of storage infrastructure can meet their extreme performance demands.
Discover how Dell EMC's revolutionary performance can help you streamline and improve the performance of your entire Oracle environment. Performance and cost comparisons will show you how Dell EMC's performance is not just for extreme workloads but can also help you achieve massive consolidation, more simplified data architectures, increased data agility and reduced management overhead.
"
Highly available databases are essential to organizations depending on mission-critical, 24/7 access to data. Postgres is widely recognized as an excellent open-source database, with critical maturity and features that allow organizations to scale and achieve high availability.
This webinar will explore:
- Evolution of replication in Postgres
- Streaming replication
- Logical replication
- Replication for high availability
- Important high availability parameters
- Options to monitor high availability
- HA infrastructure to patch the database with minimal downtime
- EDB Postgres Failover Manager (EFM)
- EDB tools to create a highly available Postgres architecture
Software Defined Storage - Open Framework and Intel® Architecture TechnologiesOdinot Stanislas
(FR)
Dans cette présentation vous aurez le plaisir d'y trouver une introduction plutôt détaillées sur la notion de "SDS Controller" qui est en résumé la couche applicative destinée à contrôler à terme toutes les technologies de stockage (SAN, NAS, stockage distribué sur disque, flash...) et chargée de les exposer aux orchestrateurs de Cloud et donc aux applications.
(ENG)
This presentation cover in detail the notion of "SDS Controller" which is in summary a software stack able to handle all storage technologies (SAN, NDA, distributed file systems on disk, flash...) and expose it to Cloud orchestrators and applications. Lots of good content.
Bringing Mainframe Security Information Into Your Splunk Security Operations ...Precisely
In today’s always-on IT world, a single security breach can bring your business to a standstill. You rely on Splunk’s powerful platform for monitoring, integrating, analyzing and visualizing security data from across your enterprise to protect your organization from security threats and incidents. However, Splunk doesn’t natively interact with mainframe and IBM i systems, leaving a glaring blind spot.
Join us to learn how to effectively integrate Mainframe and IBM i security data into Splunk- providing you with a comprehensive view of your security operations landscape.
Topics will include:
- An overview of different types of security data and how to tap into mainframe & IBM i data in your Splunk Security Operations Center
- Unique and comparative differentiators across security data integration tools to be used within the Splunk Security Operations center
- Customer use cases and examples
DevOps Culture & Enablement with Postgres Plus Cloud DatabaseEDB
The Cloud and DevOps are made for each other. The ease of provisioning computing resources in the cloud is unmatched, cloud scalability allows testing and deployment for any size and type of application, and the cloud lets you reach developers and customers, wherever they may be.
Before you start down the path to DevOps, you'll need to work through organizational and cultural issues that are just as important as your technological issues.
View this presentation to get an overview of DevOps and the steps you need to take to be successful.
A comprehensive report that depicts the evolution of India on the digital front over the past six months. The report shares actionable insights on connectivity, mobility, internet and social media usage, and other noteworthy digital trends.
The report encompasses the following data touch points:
1. Number of Internet users in India
2. Internet speed in India across locations
3. Internet penetration in India
4. Rural Internet usage trend
5. Number of mobile subscribers in India
6. Mobile internet usage stats in India
7. Smartphone internet usage stats in India
8. Top five websites by category in India
9. Top reasons for online purchases in India
10. App usage stats in India
11. Number of Facebook, LinkedIn, Twitter, Whatsapp, and Instagram users in India
12. Stats on millennials using social media
IBM DB2 Analytics Accelerator Trends & Directions by Namik Hrle Surekha Parekh
IBM DB2 Analytics Accelerator has drawn lots of attention from DB2 for z/OS users. In many respects it presents itself as just another DB2 access path (but what a powerful one!) and its deep integration into DB2 as well as application transparency makes it one of the most exciting DB2 enhancements in years. The IBM DB2 Analytics Accelerator complements DB2 by adding industry leading data intensive complex query performance thanks to being powered by the Netezza engine and enhances DB2 to the ultimate database management system that delivers the best of both worlds: transactional as well as analytical workloads. This presentation brings the latest news from the IDAA development and shows the trends and directions in which this technology develops.
Short presentation describing the new capability to publish MQTT messages directly to the Informix 12.10 message broker. Publish to relational tables, JSON collections, or time series storage.
Machine Learning is to the 21st Century, what the Industrial Revolution was to the 18th Century. We are entering the era of Continuous Intelligence. http://www.forbes.com/sites/ibm/2017/02/15/machine-learning-ushers-in-a-world-of-continuous-intelligence/#246de3604c62
Beyond SEO: Wearables, Beacons & Hyperlocal MarketingCasey Markee, MBA
#StateofSearch 2015 - Using geofencing to target your new and existing customers with hyperlocalized offers is HUGE right now and only getting bigger. Find out how to set-up and implement Apple iBeacon, Google Eddystone, and Facebook beacon campaigns to target them with customized offers and information at EXACTLY the right time!
Masöz Eva fotolarını görmek ister misiniz? O zaman bu videoyu izleyin. İstanbul profesyonel masöz Eva Hanım hakkında daha detaylı bilgi için ilanını görün.
Masöz Eva Hanım tanıtım: https://youtu.be/iJBV1ii360w
#masöz #eva #istanbul #foto #terapist
The Power of Data Insights - Big Data as the Fuel and Analytics as the Engine...Prof. Dr. Diego Kuonen
Keynote presentation given by Prof. Dr. Diego Kuonen, CStat PStat CSci, on February 1, 2017, at the `Microsoft Vision Days - Intelligent Cloud' event of Microsoft Switzerland in Wallisellen, Switzerland.
The presentation is also available at http://www.statoo.com/BigDataDataScience/.
4ª edición de las Jornadas esalud en Asturias, en esta ocasión con el tema central "Nuevas Tecnologías para la Innovación e Investigación Biosanitaria"
Inscripciones en http://bit.ly/eSaludAST17
El 16 y 17 de Marzo, en el Hotel Ayre de Oviedo, se reunirán más de 200 especialistas en tecnologías para la salud para compartir y debatir sobre las nuevas tendencias en esalud.
Las Jornadas cuentan con 1,5 créditos otorgados por la Comisión de Formación Continuada de Profesiones Sanitarias del Principado de Asturias.
Un evento organizado por Salud Social Media, RenovAcción Asturias con el aval de la Asociación de Investigadores en esalud (AIES)
2011's vision for clients that we work for and the way we see the different role of digital plays out for them but one that will never go away is that if your consumers can't find you, they wont't buy you. Happy to get comments:)
The primary goal of any company is to be successful and grow, and that means facing and overcoming problems along the way. Expansion can bring its own challenges and one of the most critical areas to manage is IT infrastructure.
This infographic will guide you through the often complex process with 5 easy tips to keep in mind:
• Assembling the right team
• Selecting open source or licensed software
• Considering the cloud • Optimising mobile
• Successful integration
2008-10-15 Red Hat Deep Dive Sessions: SELinuxShawn Wells
Presented at IBM z/Expo 2008, Session ID zLS01. Talks through what SELinux is, introduces principal concepts of Type Enforcement, SELinux policies, and user/admin perspectives of managing a system with SELinux enabled.
Over 60 CIOs and Tech Leaders attended the #GoCloudWebinar on “AGILE INFRASTRUCTURE WITH WINDOWS AZURE” hosted by Aditi Technologies and Microsoft. Our CTO, Wade Wegner and Microsoft Azure solution specialist, Dina Frandsen discussed how Windows Azure Infrastructure Services (WAIS) can help organizations stay agile and what Windows Azure technology environment looks like and what it means to your organization.
We Explored
1. How IT teams can execute fast and stay lean with WAIS – A case study
2. Which enterprise workloads are best suited of WAIS migration
3. What are the best practices on how to plan, execute, deploy WAIS
Download this slidedeck and Sign up with the below link for viewing the Webinar - http://www.aditi.com/webevent/Agile_Infrastructure_with_WAIS/
IBM Analytics Accelerator Trends & Directions Namk Hrle Surekha Parekh
IBM DB2 Analytics Accelerator has drawn lots of attention from DB2 for z/OS users. In many respects it presents itself as just another DB2 access path (but what a powerful one!) and its deep integration into DB2 as well as application transparency makes it one of the most exciting DB2 enhancements in years. The IBM DB2 Analytics Accelerator complements DB2 by adding industry leading data intensive complex query performance thanks to being powered by the Netezza engine and enhances DB2 to the ultimate database management system that delivers the best of both worlds: transactional as well as analytical workloads. This presentation brings the latest news from the IDAA development and shows the trends and directions in which this technology develops.
Scaling Security on 100s of Millions of Mobile Devices Using Apache Kafka® an...confluent
Watch this talk here: https://www.confluent.io/online-talks/scaling-security-on-100s-of-millions-of-mobile-devices-using-kafka-and-scylla-on-demand
Join mobile cybersecurity leader Lookout as they talk through their data ingestion journey.
Lookout enables enterprises to protect their data by evaluating threats and risks at post-perimeter endpoint devices and providing access to corporate data after conditional security scans. Their continuous assessment of device health creates a massive amount of telemetry data, forcing new approaches to data ingestion. Learn how Lookout changed its approach in order to grow from 1.5 million devices to 100 million devices and beyond, by implementing Confluent Platform and switching to Scylla.
Apache Cassandra performance advantages of the new Dell PowerEdge C6620 with ...Principled Technologies
The PowerEdge C6620 with PERC 12 delivered lower latency and higher throughput than an HPE ProLiant XL170r Gen9 server with an HPE Smart Array P440ar controller
Conclusion
Data proliferation today is rapid, and its growth shows no signs of stopping. For businesses that can take advantage of that data, there is tremendous potential value. One recent McKinsey study notes that “companies that are using data-driven B2B sales-growth engines report above-market growth and EBITDA increases in the range of 15 to 25 percent.” With data flooding in so quickly and in so many different forms, however, companies need high-performing big data solutions to have a chance at utilizing that data effectively.
We tested the performance of two platforms with a read-intensive Apache Cassandra database system bigdata workload to assess which might be better suited to speedily deliver the insights decision makers need. Compared to an older HPE ProLiant XL170r Gen9 server with an HPE Smart Array P440ar controller, the new Dell PowerEdge C6620 with Broadcom-based PERC 12 RAID controller delivered faster read and update latencies and more than twice the throughput. This improvement in performance can help you glean more value from your unstructured data more quickly. If you’re watching your stores of unstructured data grow but are still leaning on older servers for your critical Cassandra workloads, it may be time for an upgrade.
Many Oracle pros are looking to take their data warehousing strategy to the cloud, but have been waiting for a cloud solution that offers both compatibility and ease of use. Well, the wait is over - with IBM dashDB, you can leverage your existing Oracle (as well as SQL) application skills, and get all the cost, scalability and performance advantages of a fully managed data warehousing service in the IBM Cloud.
Oracle Database Migration to Oracle Cloud InfrastructureSinanPetrusToma
This slide deck highlights the benefits of Oracle Cloud, describes the different Oracle database cloud services and their characteristics, which one to choose and what to consider, and more than 20 methods and solutions Oracle offers to migrate Oracle databases across platforms.
Couchbase Server on Azure Cloud - best practices for deploying a development or production environment with Couchbase Server on Microsoft's Azure Cloud Platform.
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.
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.
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.
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
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.
Unleash Unlimited Potential with One-Time Purchase
BoxLang is more than just a language; it's a community. By choosing a Visionary License, you're not just investing in your success, you're actively contributing to the ongoing development and support of BoxLang.
top nidhi software solution freedownloadvrstrong314
This presentation emphasizes the importance of data security and legal compliance for Nidhi companies in India. It highlights how online Nidhi software solutions, like Vector Nidhi Software, offer advanced features tailored to these needs. Key aspects include encryption, access controls, and audit trails to ensure data security. The software complies with regulatory guidelines from the MCA and RBI and adheres to Nidhi Rules, 2014. With customizable, user-friendly interfaces and real-time features, these Nidhi software solutions enhance efficiency, support growth, and provide exceptional member services. The presentation concludes with contact information for further inquiries.
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.
How Recreation Management Software Can Streamline Your Operations.pptxwottaspaceseo
Recreation management software streamlines operations by automating key tasks such as scheduling, registration, and payment processing, reducing manual workload and errors. It provides centralized management of facilities, classes, and events, ensuring efficient resource allocation and facility usage. The software offers user-friendly online portals for easy access to bookings and program information, enhancing customer experience. Real-time reporting and data analytics deliver insights into attendance and preferences, aiding in strategic decision-making. Additionally, effective communication tools keep participants and staff informed with timely updates. Overall, recreation management software enhances efficiency, improves service delivery, and boosts customer satisfaction.
We describe the deployment and use of Globus Compute for remote computation. This content is aimed at researchers who wish to compute on remote resources using a unified programming interface, as well as system administrators who will deploy and operate Globus Compute services on their research computing infrastructure.
SOCRadar Research Team: Latest Activities of IntelBrokerSOCRadar
The European Union Agency for Law Enforcement Cooperation (Europol) has suffered an alleged data breach after a notorious threat actor claimed to have exfiltrated data from its systems. Infamous data leaker IntelBroker posted on the even more infamous BreachForums hacking forum, saying that Europol suffered a data breach this month.
The alleged breach affected Europol agencies CCSE, EC3, Europol Platform for Experts, Law Enforcement Forum, and SIRIUS. Infiltration of these entities can disrupt ongoing investigations and compromise sensitive intelligence shared among international law enforcement agencies.
However, this is neither the first nor the last activity of IntekBroker. We have compiled for you what happened in the last few days. To track such hacker activities on dark web sources like hacker forums, private Telegram channels, and other hidden platforms where cyber threats often originate, you can check SOCRadar’s Dark Web News.
Stay Informed on Threat Actors’ Activity on the Dark Web with SOCRadar!
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.
How to Position Your Globus Data Portal for Success Ten Good PracticesGlobus
Science gateways allow science and engineering communities to access shared data, software, computing services, and instruments. Science gateways have gained a lot of traction in the last twenty years, as evidenced by projects such as the Science Gateways Community Institute (SGCI) and the Center of Excellence on Science Gateways (SGX3) in the US, The Australian Research Data Commons (ARDC) and its platforms in Australia, and the projects around Virtual Research Environments in Europe. A few mature frameworks have evolved with their different strengths and foci and have been taken up by a larger community such as the Globus Data Portal, Hubzero, Tapis, and Galaxy. However, even when gateways are built on successful frameworks, they continue to face the challenges of ongoing maintenance costs and how to meet the ever-expanding needs of the community they serve with enhanced features. It is not uncommon that gateways with compelling use cases are nonetheless unable to get past the prototype phase and become a full production service, or if they do, they don't survive more than a couple of years. While there is no guaranteed pathway to success, it seems likely that for any gateway there is a need for a strong community and/or solid funding streams to create and sustain its success. With over twenty years of examples to draw from, this presentation goes into detail for ten factors common to successful and enduring gateways that effectively serve as best practices for any new or developing gateway.
Understanding Globus Data Transfers with NetSageGlobus
NetSage is an open privacy-aware network measurement, analysis, and visualization service designed to help end-users visualize and reason about large data transfers. NetSage traditionally has used a combination of passive measurements, including SNMP and flow data, as well as active measurements, mainly perfSONAR, to provide longitudinal network performance data visualization. It has been deployed by dozens of networks world wide, and is supported domestically by the Engagement and Performance Operations Center (EPOC), NSF #2328479. We have recently expanded the NetSage data sources to include logs for Globus data transfers, following the same privacy-preserving approach as for Flow data. Using the logs for the Texas Advanced Computing Center (TACC) as an example, this talk will walk through several different example use cases that NetSage can answer, including: Who is using Globus to share data with my institution, and what kind of performance are they able to achieve? How many transfers has Globus supported for us? Which sites are we sharing the most data with, and how is that changing over time? How is my site using Globus to move data internally, and what kind of performance do we see for those transfers? What percentage of data transfers at my institution used Globus, and how did the overall data transfer performance compare to the Globus users?
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.
Paketo Buildpacks : la meilleure façon de construire des images OCI? DevopsDa...Anthony Dahanne
Les Buildpacks existent depuis plus de 10 ans ! D’abord, ils étaient utilisés pour détecter et construire une application avant de la déployer sur certains PaaS. Ensuite, nous avons pu créer des images Docker (OCI) avec leur dernière génération, les Cloud Native Buildpacks (CNCF en incubation). Sont-ils une bonne alternative au Dockerfile ? Que sont les buildpacks Paketo ? Quelles communautés les soutiennent et comment ?
Venez le découvrir lors de cette session ignite
AI Pilot Review: The World’s First Virtual Assistant Marketing SuiteGoogle
AI Pilot Review: The World’s First Virtual Assistant Marketing Suite
👉👉 Click Here To Get More Info 👇👇
https://sumonreview.com/ai-pilot-review/
AI Pilot Review: Key Features
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✅More than 85 AI features are included in the AI pilot.
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See My Other Reviews Article:
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(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
Providing Globus Services to Users of JASMIN for Environmental Data AnalysisGlobus
JASMIN is the UK’s high-performance data analysis platform for environmental science, operated by STFC on behalf of the UK Natural Environment Research Council (NERC). In addition to its role in hosting the CEDA Archive (NERC’s long-term repository for climate, atmospheric science & Earth observation data in the UK), JASMIN provides a collaborative platform to a community of around 2,000 scientists in the UK and beyond, providing nearly 400 environmental science projects with working space, compute resources and tools to facilitate their work. High-performance data transfer into and out of JASMIN has always been a key feature, with many scientists bringing model outputs from supercomputers elsewhere in the UK, to analyse against observational or other model data in the CEDA Archive. A growing number of JASMIN users are now realising the benefits of using the Globus service to provide reliable and efficient data movement and other tasks in this and other contexts. Further use cases involve long-distance (intercontinental) transfers to and from JASMIN, and collecting results from a mobile atmospheric radar system, pushing data to JASMIN via a lightweight Globus deployment. We provide details of how Globus fits into our current infrastructure, our experience of the recent migration to GCSv5.4, and of our interest in developing use of the wider ecosystem of Globus services for the benefit of our user community.
Providing Globus Services to Users of JASMIN for Environmental Data Analysis
IBM World of Watson 2016 - DB2 Analytics Accelerator on Cloud
1. DB2 Analytics Accelerator on
Cloud: High-Speed Analysis of
Enterprise Data with Cloud
Flexibility
(Session #1294)
Daniel Martin
danmartin@de.ibm.com
October 2016
2. Please note IBM’s statements regarding its plans, directions, and intent are subject to change or withdrawal without notice and
at IBM’s sole discretion.
Information regarding potential future products is intended to outline our general product direction and it should
not be relied on in making a purchasing decision.
The information mentioned regarding potential future products is not a commitment, promise, or legal obligation to
deliver any material, code or functionality. Information about potential future products may not be incorporated into
any contract.
The development, release, and timing of any future features or functionality described for our products remains at
our sole discretion.
Performance is based on measurements and projections using standard IBM benchmarks in a controlled
environment. The actual throughput or performance that any user will experience will vary depending upon many
factors, including considerations such as the amount of multiprogramming in the user’s job stream, the I/O
configuration, the storage configuration, and the workload processed. Therefore, no assurance can be given that
an individual user will achieve results similar to those stated here.
11/27/2016World of Watson 20162
3. 3
Open z data to Analytics in the
cloud, without compromising z
system security and reliability.
11/27/2016World of Watson 2016
4. 4
The Accelerator enters the cloud era. Starting with v6, we offer an
additional deployment option for cloud.
IBM DB2 Analytics Accelerator for z/OS
A workload optimized, appliance add-on to DB2 for z/OS
that enables the integration of analytic insights into
operational processes to drive business critical analytics
& exceptional business value.
On premises offering
Based on Netezza technology
dashDB
“IDAA” Server
Internet
IBM DB2 Analytics Accelerator for z/OS on
Cloud
Transition of DB2 for z/OS into a hybrid cloud solution,
starting with query acceleration use case.
Hybrid cloud offering
Based on dashDB
Deployment
Option 1
Deployment
Option 2
5. IBM DB2 Analytics Accelerator v6.1
introduces a new product structure
DB2 Analytics
Accelerator V6.1
IDAA on Cloud
V1.1
Pure Data for
Analytics
(powered by Netezza)
Prereq
Cloud Feature
Appliance Feature
Chose the
feature you
need
6. 6
Benefits of the Analytics Accelerator Hybrid Cloud Option
Hybrid cloud
– Uniform experience wheter IDAA runs on-premise or in the cloud
– Can easily switch between both deployments
– Can chose to run on both deployments, even using the same DB2 subsystem
New pricing model: monthly charge
Hardware provisioning, operations and management by IBM
Fast provisioning: ready within a day or two
Powered by dashDB
7. Software-defined environment (SDE). IDAA as a software-only
deliverable. Can be deployed on your virtualized environment (Intel or
zLinux). Complements the appliance and Cloud platform choice.
Unified store. DB2/z as true HTAP DBMS. Even though queries are
offloaded to IDAA, they always run on current data (no latency).
Open IDAA. Make z data simple. Access z data directly on cloud without
going through DB2 for z/OS, but still under z security and control.
11/27/2016World of Watson 20167
Cloud IDAA is the basis for a number of innovations on our roadmap
9. 9
IDAA on Cloud Architecture is based on dashDB container technology
DB2 for z/OS
(on premises)
IBM Marktplace
• General service information
• Ordering, pricing
IDAA Backend Service
Secure (VPN)
Fast
(local, RAID, encrypted)
Vyatta
VPN
InternetVPN Client and
Gateway
(Vyatta Intel
Server or Router)
Web browser
(customer)
Data Studio (DBA)
dashDB
“IDAA”
Server
• One physical server running in
Softlayer
• Leverage architecture for
future on-prem offering
10. 10
dashDB is the new acceleration engine for IDAA
IBM’s common analytics engine
Using latest technology innovations from IBM
11. 11
We start with the basic IDAA feature set for Cloud, expanding quickly
For the initial release, we focus on bread-and-butter functionality for IDAA
– Add table, load, offload query
– Monitoring (IDAA Studio and OMPE)
Co-existence: v5 and v6 accelerator on the same DB2 subsystem
Workload balancing between v6 systems
Simplified accelerator update: one single package (container) for the accelerator, not
5 packages
Improved SQL compatibility with DB2 for z/OS
12. 12
IDAA on Cloud will continuously release and increase the set of features
and functionality
Q4
‘16 …
Continuous Delivery
• Extend functional compatibility to
IDAA-on-PDA
• Add addional functions based on
feedback
• Targetting ~monthly releases
IDAA on Cloud GA
• Powered by dashDB
• Hosted on SoftLayer
… …
13. 13
IDAA on Cloud improves SQL compatibility over the previous version
Native support for EBCDIC MBCS, GRAPHIC (converted to UTF-8 in v5)
Native support for “FOR BIT DATA" subtype
Native support for TIMESTAMP value 24:00:00 (mapped to 23:59:59 in v5)
Native support for TIMESTAMP precision 12 (truncated to precision 6 in v5)
Offloading all types of correlated subqueries (only small subset was offloaded in
v5), including table expressions with sideway references
Improved offload for scalar functions (not offloaded in v5 when using specifiy
datatypes)
MIN/MAX, DAY, LAST_DAY, BIT*, TIMESTAMP_ISO, VARIANCE/STDDEV/…
with UNIQUE clause
Improved support for mixed encodings
Can add EBCDIC tables when UNICODE tables already present
14. 14
IDAA on Cloud Query Performance compared to the previous generation
If workload fits into memory, we see a 2.2x improvement compared to an IDAA v5 system
(normalized by #cores)
If data cannot be kept in memory, we see a 14% increase over IDAA v5 (normalized by #cores)
Note: system memory is 256GB. Likely to run in memory when user data <= 2.4 * RAM
Can run in-memory for up to 614GB of raw data
* Sum of 22 TPCH benchmark queries and
5 count(*) queries
** Normalized by #cores
(Cloud: 24 cores, N3001-10: 140 cores)
*** Cloud network impact increases with size
of result. 4.9x / 27% better than
N3001-10 when running locally attached
100GB workload
1TB workload
2.2x
16%
ET, normalized
to 24 cores
15. 15
Hardware specification of Cloud IDAA
CPU: 2 x 12 cores, Intel Xeon E5-2690 v3 (Haswell) @ 2.6 Ghz
Memory: 256GB
Disk
– 10x 800GB SSD, RAID-10 (mirrored + striped), for data
– 2x 1TB HDD, RAID-1 (1 spare), for OS
Network
– 2x 10GbE adapters
Redundant Power Supply
Good for ~4 TB of user data
*assuming 4x compression
16. 16
All data on cloud is always fully encrypted, when in motion and at rest
DB2 for z/OS
(on premises)
IDAA Cloud Service
Secure (VPN)
Fast
(local, RAID, encrypted)
Vyatta
VPN
InternetVPN Client and
Gateway
(Vyatta Intel
Server or Router)
Data Studio (DBA)
dashDB
“IDAA”
Server
17. Option 2: “Software Appliance” on Intel Server
Option 1: Hardware (Router with VPN capability)
VPN Connection Options for IDAA on Cloud
IDAA
Vyatta
Server
VPN, NAT
DB2 for z/OS
Vyatta
Client
VPN, GW
Internet
e.g. Cisco Router
DB2 for z/OS
Internet
Intel Server
Option 3: Direct z/OS LPAR TCP/IP configuration
DB2 for z/OS
Internet
IPSec in z/OS
CommServer
(encrypted)
(encrypted)
(encrypted)
Intranet
(not encrypted)
Intranet
(not encrypted)
Internet
(encrypted)
18. 18
Installation and Upgrade of Cloud IDAA
On-prem: no change
– Activate DB2 for z/OS Accelerator feature
– Install Accelerator Stored Procedures
In addition
– Configure VPN
Cloud
– Initial setup done by IBM
– Then managed by customer
IDAA is a docker image
Upgrade is a simple sequence of commants: stop, remove, start
IDAA container
DB2 for z/OS
Accelerator
IDAA Studio
IDAA Stored
Procedures
19. 19
IDAA on Cloud components and maintenance responsibilities
IDAA
dashDB
Softlayer HW + OS
IBM’s responsibility
• Provision, install, run and maintain hardware
• Provision, install, run and maintain VPN endpoint
• Initial installation of IDAA software
Customer responsibility
• Problem reporting via PMR
• Installation of OS patches
• Updates of IDAA software (docker container)
24 cores,
2x Xeon E5 2690v3
256GB RAMSSD
/mnt/clusterfs
HDD
OS
VPN (Vyatta)
Docker Container
20. 20
IDAA can be ordered from the IBM Marketplace
Questions you are being asked during the order process
– A technical contact for the VPN setup
– The IBM datacenter location where the service should be deployed
22. 22
This is a journey, we need your feedback.
Please help us to shape this product
Summary of the IDAA on Cloud Product Feature
Improved SQL compatibility and performance (watch this space)
Simplified software installation and upgrade
Modernized SQL engine
Compatible to existing IDAA installations (co-existence)
Cloud-first delivery
23. 23
Find me on social media
https://idaadev.wordpress.com/
https://www.ibm.com/developerworks/community/groups/service/html/communityvie
w?communityUuid=42acc52f-ec39-4667-867e-9404d4f53bd0
https://www.linkedin.com/in/daniel-martin-4a3a0998
25. Notices and
disclaimers
continued
Information concerning non-IBM products was obtained from the suppliers of those products, their published announcements or other
publicly available sources. IBM has not tested those products in connection with this publication and cannot confirm the accuracy of
performance, compatibility or any other claims related to non-IBM products. Questions on the capabilities of non-IBM products should be
addressed to the suppliers of those products. IBM does not warrant the quality of any third-party products, or the ability of any such third-
party products to interoperate with IBM’s products. IBM EXPRESSLY DISCLAIMS ALL WARRANTIES, EXPRESSED OR IMPLIED,
INCLUDING BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
PURPOSE.
The provision of the information contained herein is not intended to, and does not, grant any right or license under any IBM patents,
copyrights, trademarks or other intellectual property right.
IBM, the IBM logo, ibm.com, Aspera®, Bluemix, Blueworks Live, CICS, Clearcase, Cognos®, DOORS®, Emptoris®, Enterprise Document
Management System™, FASP®, FileNet®, Global Business Services ®, Global Technology Services ®, IBM ExperienceOne™, IBM
SmartCloud®, IBM Social Business®, Information on Demand, ILOG, Maximo®, MQIntegrator®, MQSeries®, Netcool®, OMEGAMON,
OpenPower, PureAnalytics™, PureApplication®, pureCluster™, PureCoverage®, PureData®, PureExperience®, PureFlex®, pureQuery®,
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trademarks of IBM or other companies. A current list of IBM trademarks is available on the Web at "Copyright and trademark information" at:
www.ibm.com/legal/copytrade.shtml.
25 11/27/2016World of Watson 2016