The document provides an overview of IBM Spectrum Archive, which provides a scalable and cost-effective solution for managing the growing storage requirements of big data through the use of IBM LTFS technology and IBM Spectrum Scale. IBM Spectrum Archive utilizes these technologies to extend storage infrastructure to lower-cost tape storage and improve manageability. It is presented as an integrated solution for flash, disk, and tape storage under IBM Spectrum Storage.
This document summarizes the benefits of SoftLayer cloud infrastructure services. It highlights testimonials from customers in the UK and Germany who have improved reliability, reduced development times, and avoided issues like scaling by using SoftLayer. Data shows SoftLayer is nearly three times faster than competitors and provides lower total cost of ownership. SoftLayer offers flexible, reliable cloud services across 28 data centers globally.
IBM general parallel file system - introductionIBM Danmark
The document provides information about IBM's General Parallel File System (GPFS) 3.5 and introduces the GPFS Storage Server (GSS). It summarizes that GPFS is a scalable high-performance file management system that can scale from 1 to 8192 nodes. The GSS is a new storage solution using IBM servers and JBOD storage to provide high capacity and performance storage in a scalable building block approach. The GSS has no storage controllers and provides a single integrated storage solution built on GPFS software.
This document provides an overview of installing and configuring a 3 node GPFS cluster. It discusses using 8 shared LUNs across the 3 servers to simulate having disks from 2 different V7000 storage arrays for redundancy. The disks will be divided into 2 failure groups, with hdisk1-4 in one failure group representing one simulated array, and hdisk5-8 in the other failure group representing the other simulated array. This is to ensure redundancy in case of failure of an entire storage array.
GPFS is an intelligent storage management solution that can optimize data management and boost return on investment. It provides scalable, high performance access to file data across multiple systems using a global namespace. GPFS leverages a cluster architecture to spread data automatically across storage devices for optimal use of storage and high performance access. It allows applications and users to share access to files simultaneously while maintaining data integrity.
Tape continues to be an important storage solution due to its low cost and high capacity. It plays a key role in backup and archiving, especially for large amounts of cold data. Recent technology demonstrations by IBM show that tape capacity can continue to increase significantly at around 40% per year, with a demonstration of 220TB per cartridge. Tape provides unmatched security as an offline storage medium and is much more reliable than disk storage. With innovations like LTFS, tape is also easier to use for a wider range of applications.
GPFS (General Parallel File System) is a high-performance clustered file system developed by IBM that can be deployed in shared disk or shared-nothing distributed parallel modes. It was created to address the growing imbalance between increasing CPU, memory, and network speeds, and the relatively slower growth of disk drive speeds. GPFS provides high scalability, availability, and advanced data management features like snapshots and replication. It is used extensively by large companies and supercomputers due to its ability to handle large volumes of data and high input/output workloads in distributed, parallel environments.
IBM Spectrum Scale is software-defined storage that provides file storage for cloud, big data, and analytics solutions. It offers data security through native encryption and secure erase, scalability via snapshots, and high performance using flash acceleration. Spectrum Scale is proven at over 3,000 customers handling large datasets for applications such as weather modeling, digital media, and healthcare. It scales to over a billion petabytes and supports file sharing in on-premises, private, and public cloud deployments.
This document discusses IBM's tape storage solutions and the future of tape technology. It notes that tape is very energy efficient, secure, reliable, and cost-effective for archival storage. The document summarizes IBM's recent demonstration of a tape technology that achieved a recording density of 123Gb/in2, showing tape has potential for significant future capacity increases. It also reviews challenges with hard disk drive and flash storage scaling and how tape compares favorably due to its larger physical bit cells.
This document summarizes the benefits of SoftLayer cloud infrastructure services. It highlights testimonials from customers in the UK and Germany who have improved reliability, reduced development times, and avoided issues like scaling by using SoftLayer. Data shows SoftLayer is nearly three times faster than competitors and provides lower total cost of ownership. SoftLayer offers flexible, reliable cloud services across 28 data centers globally.
IBM general parallel file system - introductionIBM Danmark
The document provides information about IBM's General Parallel File System (GPFS) 3.5 and introduces the GPFS Storage Server (GSS). It summarizes that GPFS is a scalable high-performance file management system that can scale from 1 to 8192 nodes. The GSS is a new storage solution using IBM servers and JBOD storage to provide high capacity and performance storage in a scalable building block approach. The GSS has no storage controllers and provides a single integrated storage solution built on GPFS software.
This document provides an overview of installing and configuring a 3 node GPFS cluster. It discusses using 8 shared LUNs across the 3 servers to simulate having disks from 2 different V7000 storage arrays for redundancy. The disks will be divided into 2 failure groups, with hdisk1-4 in one failure group representing one simulated array, and hdisk5-8 in the other failure group representing the other simulated array. This is to ensure redundancy in case of failure of an entire storage array.
GPFS is an intelligent storage management solution that can optimize data management and boost return on investment. It provides scalable, high performance access to file data across multiple systems using a global namespace. GPFS leverages a cluster architecture to spread data automatically across storage devices for optimal use of storage and high performance access. It allows applications and users to share access to files simultaneously while maintaining data integrity.
Tape continues to be an important storage solution due to its low cost and high capacity. It plays a key role in backup and archiving, especially for large amounts of cold data. Recent technology demonstrations by IBM show that tape capacity can continue to increase significantly at around 40% per year, with a demonstration of 220TB per cartridge. Tape provides unmatched security as an offline storage medium and is much more reliable than disk storage. With innovations like LTFS, tape is also easier to use for a wider range of applications.
GPFS (General Parallel File System) is a high-performance clustered file system developed by IBM that can be deployed in shared disk or shared-nothing distributed parallel modes. It was created to address the growing imbalance between increasing CPU, memory, and network speeds, and the relatively slower growth of disk drive speeds. GPFS provides high scalability, availability, and advanced data management features like snapshots and replication. It is used extensively by large companies and supercomputers due to its ability to handle large volumes of data and high input/output workloads in distributed, parallel environments.
IBM Spectrum Scale is software-defined storage that provides file storage for cloud, big data, and analytics solutions. It offers data security through native encryption and secure erase, scalability via snapshots, and high performance using flash acceleration. Spectrum Scale is proven at over 3,000 customers handling large datasets for applications such as weather modeling, digital media, and healthcare. It scales to over a billion petabytes and supports file sharing in on-premises, private, and public cloud deployments.
This document discusses IBM's tape storage solutions and the future of tape technology. It notes that tape is very energy efficient, secure, reliable, and cost-effective for archival storage. The document summarizes IBM's recent demonstration of a tape technology that achieved a recording density of 123Gb/in2, showing tape has potential for significant future capacity increases. It also reviews challenges with hard disk drive and flash storage scaling and how tape compares favorably due to its larger physical bit cells.
S ss0885 spectrum-scale-elastic-edge2015-v5Tony Pearson
IBM Spectrum Scale offerings include the Spectrum Scale software that you can deploy on your own choice of hardware, Elastic Storage Server and Storwize V7000 Unified pre-built systems.
The Pendulum Swings Back - Understanding Converged and Hyperconverged Integrated Systems, presented Oct 17, 2017 at IBM Systems Technical University, New Orleans LA
Z4R: Intro to Storage and DFSMS for z/OSTony Pearson
This session covers basic storage concepts for z/OS operating system with examples for Flash, Disk and Tape devices and how to use DFSMS policy-based management. Presented at IBM TechU in Johannesburg, South Africa September 2019
This document discusses IBM's Elastic Storage product. It provides an overview of Elastic Storage's key features such as extreme scalability, high performance, support for various operating systems and hardware, data lifecycle management capabilities, integration with Hadoop, and editions/pricing. It also compares Elastic Storage to alternative storage solutions and discusses how Elastic Storage can be used to build private and hybrid clouds with OpenStack.
Snapshots have been a key feature of primary storage infrastructures that IT professionals have relied on for years. But storage systems have traditionally been able to support only a limited number of active snapshots. And snapshots, being pointers and not actual data, are also susceptible to a primary storage system failure. As a result, most IT professionals use snapshots sparingly for protecting data. In this webinar Storage Switzerland and Nexenta show you how primary storage can be architected so that snapshots are able to meet almost all of the data protection requirements an organization has.
S de0882 new-generation-tiering-edge2015-v3Tony Pearson
IBM offers a variety of storage optimization technologies that balance performance and cost. This session covers Easy Tier, Storage Analytics, and Spectrum Scale.
IBM recently announced the brand new Version of one of the industry's fastest Flash Storage Solution. The IBM Flashsystem 900. Now triple capacity and inline compression on top.
The document discusses IBM Spectrum Scale, a software-defined storage solution from IBM. It provides:
1) A family of software-defined storage products including IBM Spectrum Control, IBM Spectrum Protect, IBM Spectrum Archive, IBM Spectrum Virtualize, IBM Spectrum Accelerate, and IBM Spectrum Scale.
2) IBM Spectrum Scale allows storing data everywhere and running applications anywhere. It provides highly scalable, high-performance storage for files, objects, and analytics workloads.
3) The document provides an overview of the IBM Spectrum Scale product and its capabilities for optimizing storage costs, improving data protection, enabling global collaboration, and ensuring data availability, integrity and security.
IBM Spectrum Scale for File and Object StorageTony Pearson
This document discusses IBM Spectrum Scale, which provides universal access to files and objects across data centers. It can scale to support up to 18 quintillion files per file system and 256 file systems per cluster. IBM Spectrum Scale provides high performance, proven reliability, and flexible access to data through various file and object protocols. It can be deployed as software on various systems, as pre-built systems, or as cloud services. The document outlines the various capabilities and uses of IBM Spectrum Scale, such as file management policies, caching, encryption, protocol servers, integration with Hadoop and backup/disaster recovery.
Ibm spectrum scale fundamentals workshop for americas part 4 spectrum scale_r...xKinAnx
This document provides information about replication and stretch clusters in IBM Spectrum Scale. It defines replication as synchronously copying file system data across failure groups for redundancy. While replication improves availability, it reduces performance and increases storage usage. Stretch clusters combine two or more clusters to create a single large cluster, typically using replication between sites. Replication policies and failure group configuration are important to ensure effective data duplication.
Storage Efficiency Customer Success Stories Sept 2010 power pointMichael Hudak
See over 100 companies from Government, High Tech, Manufacturing, Financial, Retail, Health Care, Research and Technical, Information and Media, Telco and Service Providers, Transport, Education, Legal, Energy and Entertainment and their challenges regarding their storage challenges and how NetApp helped to resolve them
This document discusses techniques for implementing storage tiering to simplify management, lower costs, and increase performance. It describes using IBM's Easy Tier technology to automatically move data between tiers of flash, disk, and tape storage based on I/O density and age. The tiers include flash, solid state drives, enterprise HDDs, and nearline HDDs. Easy Tier measures activity every 5 minutes and moves hot data to faster tiers and cold data to slower tiers with little administration needed. Case studies show how storage tiering saved IBM Global Accounts $17 million in one year and $90 million over 5 years by optimizing data placement across tiers.
Nimbus Data launches new Gemini flash memory arrays that offer 10-year endurance, no single point of failure with redundant controllers and self-healing drives, and up to 48TB of flash capacity in a 2U rack space. The arrays deliver 12GBps of throughput and over 1 million IOPS through a parallel memory architecture. They support multiple protocols and switching between Ethernet, InfiniBand, and Fibre Channel connections through software. The Gemini arrays are available in Q4 2012.
IBM Spectrum Scale for File and Object StorageTony Pearson
This document provides information about a technical university presentation on IBM Spectrum Scale for file and object storage given by Tony Pearson. The presentation schedule lists topics such as software defined storage, converged and hyperconverged environments, big data architectures, and IBM storage integration with OpenStack. The document discusses challenges of islands of block, file, and object level data and how IBM Spectrum Scale provides a single global namespace and universal data access across various protocols. It describes features of IBM Spectrum Scale such as extreme scalability, high performance, reliability, and supported topologies.
All Flash is not Equal: Tony Pearson contrasts IBM FlashSystem with Solid-Sta...Tony Pearson
This document provides a comparison of IBM FlashSystem technology versus solid state drive (SSD) technology. It discusses how IBM FlashSystem uses advanced flash management techniques like heat segregation, health binning, data scrubbing, and dynamic read voltage shifting to improve endurance and reliability compared to SSDs. It also describes IBM's variable striped RAID and 2-dimensional RAID architectures that enhance data protection over SSD solutions.
Introducing IBM Spectrum Scale 4.2 and Elastic Storage Server 3.5Doug O'Flaherty
The document discusses IBM Spectrum Scale, a software-defined storage product. It provides a unified file and object storage system with integrated analytics support. New features in versions 4.2 and 3.5 include reducing costs through compression and quality of service policies, accelerating analytics with native HDFS support, and simplifying deployment with new graphical user interfaces.
Ibm spectrum scale_backup_n_archive_v03_ashAshutosh Mate
IBM Spectrum Scale can be used as both the source and destination for backup and archiving. As a source, Spectrum Scale data can be backed up to products like Spectrum Protect, Spectrum Archive, and third-party backup software. As a destination, Spectrum Protect can use Spectrum Scale and ESS storage for storing backed up or archived data, providing scalability, performance, and cost benefits over other solutions. Case studies demonstrate how large enterprises and regional hospital networks have consolidated backup infrastructure and improved availability, capacity, and backup/restore speeds by combining Spectrum Scale and Spectrum Protect.
This document provides a brief history of IBM mainframe systems from the 1960s to present day. It discusses the introduction of the System/360 in 1964 which established the mainframe as a platform for business applications. Subsequent systems like the System/370 expanded capabilities with multiprocessors and virtual memory. The zSeries mainframes of the 2000s enhanced performance and scalability with innovations like 64-bit architecture and logical partitioning. The latest z9-109 mainframe supports up to 54 processors and 512GB of memory. The document also lists some technologies and software commonly used on mainframes.
This document summarizes the key aspects of deduplication on NetApp storage arrays. It discusses what deduplication does, the core enabling technology of fingerprints, how fingerprints work, dedupe metadata space requirements, how dedupe metadata is handled in different ONTAP versions, potential dedupe savings rates for different data types, and considerations around when dedupe is appropriate.
Ibm spectrum scale fundamentals workshop for americas part 5 ess gnr-usecases...xKinAnx
This document provides an overview of Spectrum Scale 4.1 system administration. It describes the Elastic Storage Server options and components, Spectrum Scale native RAID (GNR), and tips for best practices. GNR implements sophisticated data placement and error correction algorithms using software RAID to provide high reliability and performance without additional hardware. It features auto-rebalancing, low rebuild overhead through declustering, and end-to-end data checksumming.
IBM Spectrum NAS is our latest Software Defined Storage for SMB and NFS protocol-based storage. This session shows how it is designed and architected, and how to deploy it in less than one day.
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
S ss0885 spectrum-scale-elastic-edge2015-v5Tony Pearson
IBM Spectrum Scale offerings include the Spectrum Scale software that you can deploy on your own choice of hardware, Elastic Storage Server and Storwize V7000 Unified pre-built systems.
The Pendulum Swings Back - Understanding Converged and Hyperconverged Integrated Systems, presented Oct 17, 2017 at IBM Systems Technical University, New Orleans LA
Z4R: Intro to Storage and DFSMS for z/OSTony Pearson
This session covers basic storage concepts for z/OS operating system with examples for Flash, Disk and Tape devices and how to use DFSMS policy-based management. Presented at IBM TechU in Johannesburg, South Africa September 2019
This document discusses IBM's Elastic Storage product. It provides an overview of Elastic Storage's key features such as extreme scalability, high performance, support for various operating systems and hardware, data lifecycle management capabilities, integration with Hadoop, and editions/pricing. It also compares Elastic Storage to alternative storage solutions and discusses how Elastic Storage can be used to build private and hybrid clouds with OpenStack.
Snapshots have been a key feature of primary storage infrastructures that IT professionals have relied on for years. But storage systems have traditionally been able to support only a limited number of active snapshots. And snapshots, being pointers and not actual data, are also susceptible to a primary storage system failure. As a result, most IT professionals use snapshots sparingly for protecting data. In this webinar Storage Switzerland and Nexenta show you how primary storage can be architected so that snapshots are able to meet almost all of the data protection requirements an organization has.
S de0882 new-generation-tiering-edge2015-v3Tony Pearson
IBM offers a variety of storage optimization technologies that balance performance and cost. This session covers Easy Tier, Storage Analytics, and Spectrum Scale.
IBM recently announced the brand new Version of one of the industry's fastest Flash Storage Solution. The IBM Flashsystem 900. Now triple capacity and inline compression on top.
The document discusses IBM Spectrum Scale, a software-defined storage solution from IBM. It provides:
1) A family of software-defined storage products including IBM Spectrum Control, IBM Spectrum Protect, IBM Spectrum Archive, IBM Spectrum Virtualize, IBM Spectrum Accelerate, and IBM Spectrum Scale.
2) IBM Spectrum Scale allows storing data everywhere and running applications anywhere. It provides highly scalable, high-performance storage for files, objects, and analytics workloads.
3) The document provides an overview of the IBM Spectrum Scale product and its capabilities for optimizing storage costs, improving data protection, enabling global collaboration, and ensuring data availability, integrity and security.
IBM Spectrum Scale for File and Object StorageTony Pearson
This document discusses IBM Spectrum Scale, which provides universal access to files and objects across data centers. It can scale to support up to 18 quintillion files per file system and 256 file systems per cluster. IBM Spectrum Scale provides high performance, proven reliability, and flexible access to data through various file and object protocols. It can be deployed as software on various systems, as pre-built systems, or as cloud services. The document outlines the various capabilities and uses of IBM Spectrum Scale, such as file management policies, caching, encryption, protocol servers, integration with Hadoop and backup/disaster recovery.
Ibm spectrum scale fundamentals workshop for americas part 4 spectrum scale_r...xKinAnx
This document provides information about replication and stretch clusters in IBM Spectrum Scale. It defines replication as synchronously copying file system data across failure groups for redundancy. While replication improves availability, it reduces performance and increases storage usage. Stretch clusters combine two or more clusters to create a single large cluster, typically using replication between sites. Replication policies and failure group configuration are important to ensure effective data duplication.
Storage Efficiency Customer Success Stories Sept 2010 power pointMichael Hudak
See over 100 companies from Government, High Tech, Manufacturing, Financial, Retail, Health Care, Research and Technical, Information and Media, Telco and Service Providers, Transport, Education, Legal, Energy and Entertainment and their challenges regarding their storage challenges and how NetApp helped to resolve them
This document discusses techniques for implementing storage tiering to simplify management, lower costs, and increase performance. It describes using IBM's Easy Tier technology to automatically move data between tiers of flash, disk, and tape storage based on I/O density and age. The tiers include flash, solid state drives, enterprise HDDs, and nearline HDDs. Easy Tier measures activity every 5 minutes and moves hot data to faster tiers and cold data to slower tiers with little administration needed. Case studies show how storage tiering saved IBM Global Accounts $17 million in one year and $90 million over 5 years by optimizing data placement across tiers.
Nimbus Data launches new Gemini flash memory arrays that offer 10-year endurance, no single point of failure with redundant controllers and self-healing drives, and up to 48TB of flash capacity in a 2U rack space. The arrays deliver 12GBps of throughput and over 1 million IOPS through a parallel memory architecture. They support multiple protocols and switching between Ethernet, InfiniBand, and Fibre Channel connections through software. The Gemini arrays are available in Q4 2012.
IBM Spectrum Scale for File and Object StorageTony Pearson
This document provides information about a technical university presentation on IBM Spectrum Scale for file and object storage given by Tony Pearson. The presentation schedule lists topics such as software defined storage, converged and hyperconverged environments, big data architectures, and IBM storage integration with OpenStack. The document discusses challenges of islands of block, file, and object level data and how IBM Spectrum Scale provides a single global namespace and universal data access across various protocols. It describes features of IBM Spectrum Scale such as extreme scalability, high performance, reliability, and supported topologies.
All Flash is not Equal: Tony Pearson contrasts IBM FlashSystem with Solid-Sta...Tony Pearson
This document provides a comparison of IBM FlashSystem technology versus solid state drive (SSD) technology. It discusses how IBM FlashSystem uses advanced flash management techniques like heat segregation, health binning, data scrubbing, and dynamic read voltage shifting to improve endurance and reliability compared to SSDs. It also describes IBM's variable striped RAID and 2-dimensional RAID architectures that enhance data protection over SSD solutions.
Introducing IBM Spectrum Scale 4.2 and Elastic Storage Server 3.5Doug O'Flaherty
The document discusses IBM Spectrum Scale, a software-defined storage product. It provides a unified file and object storage system with integrated analytics support. New features in versions 4.2 and 3.5 include reducing costs through compression and quality of service policies, accelerating analytics with native HDFS support, and simplifying deployment with new graphical user interfaces.
Ibm spectrum scale_backup_n_archive_v03_ashAshutosh Mate
IBM Spectrum Scale can be used as both the source and destination for backup and archiving. As a source, Spectrum Scale data can be backed up to products like Spectrum Protect, Spectrum Archive, and third-party backup software. As a destination, Spectrum Protect can use Spectrum Scale and ESS storage for storing backed up or archived data, providing scalability, performance, and cost benefits over other solutions. Case studies demonstrate how large enterprises and regional hospital networks have consolidated backup infrastructure and improved availability, capacity, and backup/restore speeds by combining Spectrum Scale and Spectrum Protect.
This document provides a brief history of IBM mainframe systems from the 1960s to present day. It discusses the introduction of the System/360 in 1964 which established the mainframe as a platform for business applications. Subsequent systems like the System/370 expanded capabilities with multiprocessors and virtual memory. The zSeries mainframes of the 2000s enhanced performance and scalability with innovations like 64-bit architecture and logical partitioning. The latest z9-109 mainframe supports up to 54 processors and 512GB of memory. The document also lists some technologies and software commonly used on mainframes.
This document summarizes the key aspects of deduplication on NetApp storage arrays. It discusses what deduplication does, the core enabling technology of fingerprints, how fingerprints work, dedupe metadata space requirements, how dedupe metadata is handled in different ONTAP versions, potential dedupe savings rates for different data types, and considerations around when dedupe is appropriate.
Ibm spectrum scale fundamentals workshop for americas part 5 ess gnr-usecases...xKinAnx
This document provides an overview of Spectrum Scale 4.1 system administration. It describes the Elastic Storage Server options and components, Spectrum Scale native RAID (GNR), and tips for best practices. GNR implements sophisticated data placement and error correction algorithms using software RAID to provide high reliability and performance without additional hardware. It features auto-rebalancing, low rebuild overhead through declustering, and end-to-end data checksumming.
IBM Spectrum NAS is our latest Software Defined Storage for SMB and NFS protocol-based storage. This session shows how it is designed and architected, and how to deploy it in less than one day.
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
This 3-sentence summary provides the key details from the document:
The document discusses an upcoming technical conference on IBM Systems that will cover IBM Cloud Object Storage features and use cases. It provides an overview of IBM Cloud Object Storage, including how it differs from block and file storage, its erasure coding technology, deployment options, applications and typical use cases. The speaker will discuss why object storage is becoming popular for storing large amounts of unstructured data cost effectively at scale.
OSBConf 2015 | Contemporary and cost efficient backups to to tape by josef we...NETWAYS
Recently IBM demonstrated a 220 TB Tape Cartridge. I will show the future of Tape Technology and the enhancement made in Tape Storage. Also I give an outlook in Hard-Disk and in Flash Technology. The roadmap in areal density and capacity growth in those different technology will force us to rethink our backup storage architecture in the future. I will discuss and compare those different storage technologies areal density, roadmap, bit error rate, cost and power consumption. I will calculate some example related to backup environment where not only huge data are stored but also many data processed daily.
IBM Cloud Object Storage: How it works and typical use casesTony Pearson
This session covers the general concepts of object storage and in particular the IBM Cloud Object Storage offerings. Presented at IBM TechU in Johannesburg, South Africa September 2019
This document provides information about IBM's tape storage solutions. It begins with an overview of how tape saves on costs, energy usage, data storage, and protects companies. It then discusses specific uses of tape for backup and archiving large amounts of unstructured or cold data. The document highlights the growing capacity of tape drives and declining capacity growth of hard disk drives. It argues that tape is well-suited for storing cold or inactive data long-term in a cost effective manner. The document also emphasizes how tape provides an "air gap" to protect against ransomware and software bugs by keeping backup data completely offline.
The document provides an overview of the IBM DS8000 storage system and its capabilities for data protection and cyber resiliency. Some key points:
- The DS8000 offers balanced performance, reliability, scalability, and flexibility for critical enterprise storage needs.
- It provides modern data protection features like data encryption, thin provisioning, and IBM Database Protection.
- The system is designed for cyber resiliency with functions that optimize caching, prefetching, and data placement to improve I/O performance.
This document provides an overview of IBM LTO tape storage products for midmarket customers. It discusses the benefits of LTO tape storage in general, including cost effectiveness, energy efficiency, portability, high storage capacity, longevity, and suitability for data availability, retention, security and compliance. It then highlights several advantages that IBM LTO products provide over other solutions, such as high reliability, capacity of up to 1.6TB compressed per cartridge, and data transfer rates up to 120MB/second. The document emphasizes IBM's leadership in storage innovation and the compatibility of IBM LTO products as businesses grow.
This document provides an overview of an upcoming presentation on IBM Cloud Object Storage. The presentation will cover why object storage is becoming popular, how it differs from block and file storage, and how IBM Cloud Object Storage uses erasure coding to reduce storage costs by up to 70% compared to traditional disk arrays. It will also provide an overview of the IBM Cloud Object Storage system and applications/use cases for how to use object storage.
Are you ready for NVMe? IBM FlashSystem uses NVMe inside, and is NVMe-ready for use with FCP and Ethernet fabrics. This session explains FC-NVMe and NVMe-OF and how IBM FlashSystem uses NVMe inside.
IBM FlashSystem and other SSD's are being adopted for OLTP and Analytics applications. Fast 16Gb Flash storage requires a reliable, high performance network to ensure applications can utilize it effectively. Learn how to plan for a highspeed reliable network to handle the increased demands while delivering reliable application response times. Understand the reliability, performance, and simplified management features of Gen5 FC and Fabric Vision. Be prepared for the next jump in SAN's.
This document provides an overview of a training session on storage and the Data Facility Storage Management Subsystem (DFSMS) for z/OS. The training will cover z/OS storage fundamentals, storage systems for z/OS including disk drives, tape drives, and the IBM DS8000 family of storage systems. It will also cover the DFSMS software which manages storage hierarchies and the movement of data between online, nearline, and offline storage devices. Attendees must complete 9 of the 12 listed lectures and all required lab exercises to earn a certificate.
The document provides an overview of storage fundamentals for z/OS systems, including:
- Storage hierarchies with different tiers like cache, DASD, tape, and how they are used.
- Common storage technologies like disk, flash, and tape, how they work, and performance metrics.
- Storage systems like IBM DS8000 that provide arrays of disk and flash with features like RAID and Easy Tier automated data placement.
- The role of tape storage in archives and backups despite perceived notions, as it remains the most cost effective and reliable solution.
The document discusses the benefits of using tape storage for backup and archiving large amounts of data. Tape provides low cost, high capacity storage when compared to disk and flash alternatives. Features such as air gaps between live systems and offline tape backups provide strong protection against ransomware and other cyber threats. With continued improvements in areal density, a single tape cartridge can now hold over 200 terabytes of data, growing cheaper and more scalable over time. Tape remains a critical technology for cost-effectively storing the massive amounts of cold and archived data being generated.
An overview of Converged and Hyperconverged Systems, including VersaStack and IBM Hyperconverged Systems. Presented in Orlando, FL IBM Technical University.
IBM Spectrum Scale ECM - Winning CombinationSasikanth Eda
This presentation describes various deployment options to configure IBM enterprise content management (ECM) FileNet® Content Manager components to use IBM Spectrum Scale™ (formerly known as IBM GPFS™) as back-end storage. It also describes various IBM Spectrum Scale value-added features with FileNet Content Manager
to facilitate an efficient and effective data-management solution.
Frank kramer ibm-data_management-for-adas-scale-usergroup-sin-032018Snowy Chen
IBM is uniquely positioned to address today's challenges in the automotive industry for development and testing, bringing together technology, assets and know-how from: Data transmission, compression and encryption; Systems and software engineering in the automotive industry ; Cognitive and AI computing.
The document discusses data protection and disaster recovery. It describes traditional backups that can take days for recovery versus new technologies that enable recovery in hours. It discusses three components of business continuity: high availability, continuous operations, and disaster recovery. The key goals of business continuity planning are outlined. Traditional backup architectures and recovery metrics are depicted. Emerging technologies like snapshots, replication, and automation are discussed which improve recovery point objectives (RPO) and recovery time objectives (RTO). The document emphasizes that disaster recovery requires a holistic business solution approach involving people, processes, and technologies.
Introduction to MariaDB. Covers the history of Structured Query language, MySQL and MariaDB, shows how to install on Windows, Mac or Linux desktop, and practical examples.
IBM is announcing new storage products and updates for 1Q20:
- The Storwize and FlashSystem families will be consolidated under a single FlashSystem brand with common software.
- New FlashSystem models include the FlashSystem 5010, 5030, 5100, 7200, 9200 and 9200R spanning from entry-level to high-end storage.
- A webinar on February 11th will provide more details on IBM's storage solutions for hybrid multicloud environments.
IBM Spectrum Copy Data Management provides software-defined copy data management to automate data protection, enable self-service access for testing and development, and optimize storage utilization through space-efficient data copies. It catalogs and automates snapshot creation, replication, provisioning access to copies, refresh of copies, and deletion of copies. This helps organizations transform their infrastructure, improve efficiency, and empower different teams with self-service access to data.
This document provides guidance on organizing and delivering effective PowerPoint presentations. It discusses identifying the audience and goal, structuring the presentation, using visual elements like images and charts, and rehearsing. The document recommends determining requirements, using structures like AIDA or SCI-PAB, applying the "five C's" of concise yet compelling content, and practicing presentations out loud. It also offers tips for the actual presentation, including handling questions and closing strongly. The overall message is that preparation, visual storytelling and rehearsal are key to engaging audiences successfully.
IBM Z Pervasive Encryption provides transparent encryption of data at rest through z/OS data set encryption without requiring application changes. Key steps to get started include generating an encryption key and key label stored in the CKDS, configuring RACF to use the key label, allowing the secure key to be used as a protected key, granting access to the key label, and associating the key label with data sets by altering the RACF DFP segment or assigning to a DFSMS data class.
This document provides an overview and agenda for the 2019 Top IT Trends presented at the 2019 IBM Systems Technical University. The agenda covers emerging technologies including Internet of Things (IoT), big data analytics, artificial intelligence, containers and orchestration, blockchain, and hybrid multicloud. For each technology, key concepts and considerations are discussed at a high level.
This document provides tips for building a personal brand through blogging and social media from Tony Pearson, an experienced blogger at IBM. It begins with an introduction to Tony Pearson and his experience as a top blogger at IBM, including being ranked #1 on the IBM developerWorks blog list. The document then discusses the difference between brands and reputations and the benefits of developing a strong personal brand through social media, such as growing your professional network and opportunities. It provides 12 tips for blogging and social media content creation, including reading the book "Naked Conversations" and treating blog posts as works of art.
IBM Z Pervasive Encryption provides transparent encryption of data at rest through z/OS data set encryption. It allows encryption of data without requiring application changes by encrypting data sets at the storage level using encryption keys managed by IBM Z cryptographic hardware and software. Administrators can implement encryption by generating keys, configuring access controls and policies to associate encryption keys with data sets. The encryption protects data while allowing full access and management of the encrypted data sets.
- IBM Spectrum Scale can run workloads in various public clouds like Amazon Web Services (AWS) and future support for Google Cloud Platform. It can tier data between on-premise and various cloud platforms.
- The session will describe how Spectrum Scale can be deployed and consumed in clouds today through fully managed and custom solutions. It will also cover how to connect on-premise Spectrum Scale installations to clouds for hybrid cloud capabilities.
- Spectrum Scale on AWS is available through AWS Marketplace. It allows users to deploy their own Spectrum Scale cluster on AWS infrastructure with various configuration options through CloudFormation templates.
IBM Storage for AI and Big Data provides scalable and high-performing storage solutions to address the top challenges of data volume, data management skills gaps, and storage performance for AI workloads. It offers a unified storage platform from data ingest through insights with software-defined storage that can scale from small proof-of-concept projects to large production deployments. Key products include IBM Elastic Storage Server (ESS) and IBM Spectrum Scale software-defined storage.
This document provides tips for building a personal brand through blogging and social media from Tony Pearson, an experienced IBM blogger. The document begins with an introduction of Tony Pearson and his experience as a top IBM blogger. It then discusses the difference between brands and reputation and the benefits of developing a strong personal brand through social media influence. The document outlines 12 tips for effective blogging and social media content creation, including reading recommended books, treating blog posts like works of art, using social bookmarking, mind mapping, choosing post structures, using catchy titles, writing conversationally, maintaining a regular blogging schedule, contributing value, and identifying relationships to topics discussed. The overarching message is that developing an authentic personal brand through quality social
This document discusses IBM storage technologies including IBM Storwize, SAN Volume Controller, and IBM Spectrum Virtualize. It provides an overview of these products, how they virtualize storage, and their key features such as thin provisioning, data reduction, Easy Tier automated storage tiering, remote copying, and active-active configurations. The document is intended for an audience at the 2019 IBM Systems Technical University in Lagos, Nigeria.
This document provides tips and best practices for public speaking from Tony Pearson, an experienced IBM professional. It covers gathering requirements such as understanding the audience and goals. It also discusses researching content, rehearsing, and structuring presentations with an engaging opening, middle, and closing. Specific tips include varying speech, using humor, handling questions, and recommending books on public speaking. The overall message is that with proper preparation, practice, and following best practices, presentations can be successful and audiences can be informed or persuaded.
This document provides guidance on building powerful PowerPoint presentations. It discusses gathering requirements such as audience, location, purpose and time constraints. It recommends determining an appropriate structure such as AIDA (Attention, Interest, Desire, Action) or SCIPAB (Situation, Complication, Implication, Position, Action, Benefit). The document covers filling slides with concise, consistent content that conveys the message through pictures, charts and text placement. It emphasizes clean design with one idea per slide and proper use of colors, fonts, transitions and builds. The goal is to design slides that tell a story and deliver the intended message.
The document provides tips from Tony Pearson on building a personal brand through blogging and social media. Tony Pearson is introduced as an experienced blogger for IBM who has ranked as the top IBM developerWorks blogger. The presentation agenda includes defining personal brand and reputation, benefits of personal branding, and 12 tips for blogging and social media content. Key tips discussed are reading the book "Naked Conversations" for blogging best practices and treating blog posts as works of art to entertain and inform readers.
This document provides a summary of the key IT trends discussed at the 2019 IBM Systems Technical University. The topics covered include Internet of Things (IoT), big data analytics, artificial intelligence, blockchain, hybrid multicloud, containers, and Docker. For each trend, the document outlines some of the important concepts, technologies, and considerations discussed in the corresponding presentation session. The document aims to help attendees understand these emerging trends that are shaping modern IT.
IBM hosted a technical symposium from February 18-20, 2019 in Cairo, Egypt. Tony Pearson, a Master Inventor and Senior IT Architect from IBM, gave a presentation on IBM Z in the Cloud. The presentation discussed how z/OS Cloud Broker for IBM Cloud Private allows users to access and deploy z/OS resources and services through IBM Cloud Private for a unified cloud development experience. It enables businesses to leverage existing mainframe assets in a modern way that is accessible to all developers.
IBM is presenting on using IBM Cloud Private on Linux on Z to modernize IBM Z systems. IBM Cloud Private offers a private cloud platform that provides the agility and flexibility of public cloud with the security and performance of private cloud. It is based on Kubernetes and allows organizations to modernize applications, leverage existing IBM Z investments, and build new cloud native applications. IBM Cloud Private can run workloads across x86, Power, and IBM Z architectures in a heterogeneous environment.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
OpenID AuthZEN Interop Read Out - AuthorizationDavid Brossard
During Identiverse 2024 and EIC 2024, members of the OpenID AuthZEN WG got together and demoed their authorization endpoints conforming to the AuthZEN API
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfChart Kalyan
A Mix Chart displays historical data of numbers in a graphical or tabular form. The Kalyan Rajdhani Mix Chart specifically shows the results of a sequence of numbers over different periods.
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxSitimaJohn
Ocean Lotus cyber threat actors represent a sophisticated, persistent, and politically motivated group that poses a significant risk to organizations and individuals in the Southeast Asian region. Their continuous evolution and adaptability underscore the need for robust cybersecurity measures and international cooperation to identify and mitigate the threats posed by such advanced persistent threat groups.
1. 2019 IBM Systems
Technical University
February 6-8
Istanbul, Turkey
IBM Spectrum Archive:
Taming big data with LTFS standard
Tony Pearson
Master Inventor, Senior IT Architect
IBM Systems Lab Services