Luis Rico presented on new use cases for Ceph storage beyond OpenStack. Ceph can now be used for object storage with improved S3 and Swift compatibility, multi-site replication capabilities across data centers, and as elastic storage for big data workloads through compatibility with the Hadoop S3A filesystem client. Red Hat Ceph Storage provides a scalable, software-defined storage platform that is increasingly being used for new applications beyond its traditional role in OpenStack environments.
Brent Compton and Kyle Bader of Red Hat took the stage at Red Hat Storage Day New York on 1/19/16 to share with attendees best practices and lessons learned for architecting solutions with Red Hat Ceph Storage.
Brent Compton and Kyle Bader of Red Hat took the stage at Red Hat Storage Day New York on 1/19/16 to share with attendees best practices and lessons learned for architecting solutions with Red Hat Ceph Storage.
Managing data analytics in a hybrid cloudKaran Singh
We’ll talk about the changes in the industry that customers are faced with and how Red Hat Hyperconverged Infrastructure can address those challenges . Our customers are struggling not only to manage the growth of big data (structured and unstructured), but also to reap timely business insights from their data using their existing data infrastructure like monolithic Hadoop clusters. This often leads to alternative approaches that often lead to disappointing results.
Red Hat's own Sr. Cloud Storage Solutions Architect Narendra Narang took the podium at Red Hat Storage Day New York 1/19/16 to highlight emerging use cases for Red Hat's software-defined-storage products.
Red Hat's Ross Turk took the podium at the Public Sector Red Hat Storage Days on 1/20/16 and 1/21/16 to explain just why software-defined storage matters.
Implementation of Dense Storage Utilizing HDDs with SSDs and PCIe Flash Acc...Red_Hat_Storage
At Red Hat Storage Day New York on 1/19/16, Red Hat partner Seagate presented on how to implement dense storage using HDDs with SSDs and PCIe flash accelerator cards.
Managing data analytics in a hybrid cloudKaran Singh
We’ll talk about the changes in the industry that customers are faced with and how Red Hat Hyperconverged Infrastructure can address those challenges . Our customers are struggling not only to manage the growth of big data (structured and unstructured), but also to reap timely business insights from their data using their existing data infrastructure like monolithic Hadoop clusters. This often leads to alternative approaches that often lead to disappointing results.
Red Hat's own Sr. Cloud Storage Solutions Architect Narendra Narang took the podium at Red Hat Storage Day New York 1/19/16 to highlight emerging use cases for Red Hat's software-defined-storage products.
Red Hat's Ross Turk took the podium at the Public Sector Red Hat Storage Days on 1/20/16 and 1/21/16 to explain just why software-defined storage matters.
Implementation of Dense Storage Utilizing HDDs with SSDs and PCIe Flash Acc...Red_Hat_Storage
At Red Hat Storage Day New York on 1/19/16, Red Hat partner Seagate presented on how to implement dense storage using HDDs with SSDs and PCIe flash accelerator cards.
Slides from our introduction to Ceph and OpenStack webinar. You can watch the webinar on demand also here http://www.inktank.com/news-events/webinars/.
CEPH & OPENSTACK - Red Hat's Winning Combination for Enterprise CloudsRed Hat India Pvt. Ltd.
CEPH & OPENSTACK - Red Hat's Winning Combination for Enterprise Clouds. A presentation by Rahul Vijayan, Senior Solutions Architect, Bangalore at Red Hat Forum Bangalore
Storage 101: Rook and Ceph - Open Infrastructure Denver 2019Sean Cohen
Starting from the basics, we explore the advantages of using Rook as a Storage operator to serve Ceph storage, the leading Software-Defined Storage platform in the Open Source world. Ceph automates the internal storage management, while Rook automates the user-facing operations and effectively turns a storage technology into a service transparent to the user. The combination delivers an impressive improvement in UX and provides the ideal storage platform for Kubernetes.
A comprehensive examination of use cases and open problems will complement our review of the Rook architecture. We will deep-dive into what Rook does well, what it does not do (yet), and what trade-offs using a storage operator involves operationally. With live access to a running cluster, we will showcase Rook in action as we discuss its capabilities.
https://www.openstack.org/summit/denver-2019/summit-schedule/events/23515/storage-101-rook-and-ceph
Peanut Butter and jelly: Mapping the deep Integration between Ceph and OpenStackSean Cohen
Ceph is the most widely deployed storage technology used with OpenStack, most often because it's an open source, massively scalable, unified software-defined storage solution. Its popularity is also due to its unique and optimized technical integration with the OpenStack services and its pure-software approach to scaling. In this session, we'll review how Ceph is integrated into Nova, Glance, Keystone, Cinder, and Manila and demonstrate why using traditional storage products won’t give you the full benefits of an elastic cloud infrastructure. We’ll also cover the flexible deployment options, available through Red Hat Enterprise Linux OpenStack Platform and Red Hat Ceph Storage, for seamless operations and key scenarios like disaster recovery. We'll discuss architectural options for deploying a multisite OpenStack cluster and cover the varying levels of maturity in the OpenStack services for configuring multisite. This session will also show how other technologies are using OpenStack Ceph to increase performance and reduce power consumption, such as Intel SSDs. This will include reference architectures and best practices for Ceph and SSDs.
Red Hat Ceph Storage: Past, Present and FutureRed_Hat_Storage
Ceph is a massively scalable, open source, software-defined storage system that runs on commodity hardware. Get an update about the latest version of Red Hat Ceph Storage, including information about the newest features and use cases, with a particular focus on cloud storage and OpenStack. We’ll also explore the themes and directions for the roadmap for the next 12 months.
The Future of Cloud Software Defined Storage with Ceph: Andrew Hatfield, Red HatOpenStack
Audience: Intermediate
About: Learn how cloud storage differs to traditional storage systems and how that delivers revolutionary benefits.
Starting with an overview of how Ceph integrates tightly into OpenStack, you’ll see why 62% of OpenStack users choose Ceph, we’ll then take a peek into the very near future to see how rapidly Ceph is advancing and how you’ll be able to achieve all your childhood hopes and dreams in ways you never thought possible.
Speaker Bio: Andrew Hatfield – Practice Lead–Cloud Storage and Big Data, Red Hat
Andrew has over 20 years experience in the IT industry across APAC, specialising in Databases, Directory Systems, Groupware, Virtualisation and Storage for Enterprise and Government organisations. When not helping customers slash costs and increase agility by moving to the software-defined storage future, he’s enjoying the subtle tones of Islay Whisky and shredding pow pow on the world’s best snowboard resorts.
OpenStack Australia Day - Sydney 2016
https://events.aptira.com/openstack-australia-day-sydney-2016/
OSDC 2015: John Spray | The Ceph Storage SystemNETWAYS
Ceph is an open source distributed object store and file system that provides excellent performance, reliability and scalability.
In this presentation, the Ceph architecture will be explained, attendees will be introduced to the block, object and file interfaces to Ceph.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Key Trends Shaping the Future of Infrastructure.pdf
New use cases for Ceph, beyond OpenStack, Luis Rico
1. Luis Rico – luis.rico@redhat.com
AMTEGA - CDTIC – 4 April 2018 – Santiago de Compostela
New use cases for Ceph, beyond OpenStack
2. Agenda
• Intro to Ceph
• Ceph as best unified storage for OpenStack
• New use cases for Ceph
Free virtual training on Red Hat Ceph Storage:
https://red.ht/storage-testdrive
4. • Contributions from Intel, SanDisk, CERN, and Yahoo
• Presenting Ceph Days in cities around the world and
quarterly virtual Ceph Developer Summit events
• Over 11M downloads in the last 12 months
• Increased development velocity, authorship, and
discussion has resulted in rapid feature expansion
OPEN SOFTWARE DEFINED STORAGE
97 AUTHORS/MO
2,453 COMMITS/MO
260 POSTERS/MO
33 AUTHORS/MO
97 COMMITS/MO
138 POSTERS/MO
5. RED HAT CEPH STORAGE
Distributed, enterprise-grade object storage, proven at web scale
Open source, massively-scalable, software-defined based on Ceph
Flexible, scale-out architecture on clustered standard hardware
Single, efficient, unified storage platform (object, block, file)
User-driven storage lifecycle management with 100% API coverage
S3 compatible object API
Designed for modern workloads like cloud infrastructure and data lakes
6. DIFFERENT KINDS OF STORAGE
FILE STORAGE
File systems allow users to
organize the data stored in
those blocks using
hierarchical folders and files.
OBJECT STORAGE
Object stores distribute data
algorithmically throughout a
cluster of storage media,
without a rigid structure.
BLOCK STORAGE
Physical storage media
appears to computers as a
series of sequential blocks
of a uniform size.
7. RED HAT CEPH STORAGE
ARCHITECTURAL COMPONENTS
RBD
A reliable, fully distributed block device
with cloud platform integration
RGW
A web services gateway for object
storage, compatible with S3 and Swift
APP HOST/VM
LIBRADOS
A library allowing apps to directly access RADOS (C, C++, Java, Python, Ruby
RADOS
A software-based reliable, autonomous, distributed object store comprised of self-
healing, self-managing, intelligent storage nodes and lightweight monitors
CEPHFS
A distributed file system with POSIX
semantics & scale-out metadata
CLIENT
8. BUSINESS BENEFITS
OPEN SOURCE
No proprietary lock-in, with a large commercial ecosystem and broad community
PEACE OF MIND
Over a decade of active development, proven in production and backed by Red Hat
LOWER COST
More economical than traditional NAS/SAN, particularly at petabyte scale
9. TECHNICAL BENEFITS
• Massive scalability to support petabytes of data
• Relies on no single point of failure, for maximum uptime
• Self-manages and self-heals to reduce maintenance
• Data distributed among servers and disks dynamically
12. CRUSH OVERVIEW
CRUSH (Controlled Replication Under Scalable Hashing)
• Controlled, Scalable, Decentralized Placement of Replicated Data.
• The CRUSH algorithm determines how to store and retrieve data by computing data storage locations.
• CRUSH requires a map of your cluster, and uses the CRUSH map to pseudo-randomly store and
retrieve data in OSDs with a uniform distribution of data across the cluster.
15. EFFICIENCY
• Standard servers and disks
• Erasure coding - reduced footprint
• Thin provisioning
• Traditional and containerized
deployment, including CSDs
SCALABILITY
• Multi-petabyte support
• Hundreds of nodes
• CRUSH algorithm – placement/rebalancing
• No single point of failure
PERFORMANCE
• Server-side journaling
• BlueStore (updated tech preview)
APIs & PROTOCOLS
• S3, Swift, Apache Hadoop S3A
filesystem client
• Cinder block storage
Native API protocols
• NFS v3, V4
• iSCSI
SECURITY
• Integrated on premise
monitoring dashboard
• RGW SSL support
• Pool-level authentication
• Active Directory, LDAP,
Keystone v3
• At-rest encryption with keys
held on separate hosts
DATA SERVICES
• Global clusters for S3/Swift storage
• Disaster recovery for block and object
storage
• Snapshots, cloning, and copy-on-write
CORE PRODUCT FEATURES
FEATURES IN RED ARE SPECIFIC TO RED HAT CEPH STORAGE 3 (BASED ON LUMINOUS)
16. MONITORING CLUSTERS WITH MORE PRECISION
● Red Hat Ceph Storage dashboard, based on
upstream ‘cephmetrics’ project
● New web interface adds ease of use and
insight into Ceph cluster activity
● 14 dashboards to monitor health /
troubleshoot issues
● Detailed graphical view of usage data for
cluster or components
17. TARGET USE CASES
• Private Cloud - enterprise deployments growing for test & dev and production
application deployments. FSI, retail and technology sectors.
• Archive & Backup: object storage as a replacement for tape and expensive
dedicated appliances. Hybrid cloud compatibility critical.
• NFVi (new) - OpenStack with Ceph dominant reference platform for next-
generation telco networks. Global demand for Ceph now standalone and
hyperconverged.
• Enterprise Virtualization (new): legacy protocol support for legacy VM storage to
be managed on same platform as modern, private cloud storage.
• Big Data (new) - object storage providing common, data lake for multiple analytics
applications for greater efficiencies and better business insights
19. COMPLETE OPENSTACK STORAGE
• Deeply integrated with modular
architecture and components for
ephemeral & persistent storage
Ø Nova, Cinder, Manila, Glance,
Keystone, Ceilometer, Swift
RED HAT CEPH STORAGE
OPENSTACK
Keystone API Swift
API
Glance
API
Cinder API Nova API
HYPERVISOR
(LibRBD) CEPH OBJECT GATEWAY
Manila API
CephFS CephFS
20. ADVANTAGES FOR OPENSTACK USERS
• Instantaneous booting of 1 or 100s
of VMs
• Instant backups via seamless data
migration between Glance, Cinder,
Nova
• Multi-site replication for disaster
recovery or archiving
RED HAT CEPH STORAGE
HYPERVISOR
VM
22. SPECIAL INTEGRATION WITH RED HAT
OPENSTACK PLATFORM DIRECTOR
• Automated object and block deployment
• Automated upgrades from Red Hat Ceph Storage 1.3
• Support for existing Ceph Clusters
• OpenStack Manila file deployment as composable controller service via
integrated CephFS driver
• Co-location of Red Hat OpenStack Platform and Red Hat Ceph Storage
23. CHALLENGE:
Produban wanted to create a
private cloud platform to
provide cloud services across
Grupo Santander’s
businesses, aiming to
increase its agility and reduce
costs.
PRODUCTS AND SERVICES USED:
RESULTS:
• Created a reliable, production-ready and controlled IaaS environment,
while reducing Produban’s technology footprint and costs
• Built a standardized and efficient IaaS environment with consistent
management and deployment across its hybrid cloud services
• Gained a single, efficient platform to support the demanding storage
needs of its OpenStack-based cloud
• Increased agility and reduced time-to-market for different services,
including big data analytics
PRODUBAN DELIVERS MODERN
CLOUD SERVICES
25. RGW, Ceph’s object storage interface:
• Support for authentication using Active
Directory, LDAP & OpenStack Keystone v3
• Greater compatibility with the Amazon S3
and OpenStack Swift object storage APIs
• AWS v4 signatures, object versioning, bulk deletes
• NFS gateway for bulk import and export of
object data
OBJECT STORAGE FOCUS
26. Global object storage clusters with
single namespace
• Enables deployment of clusters across
multiple geographic locations
• Clusters synchronize, allowing users to
read from or write to the closest one
Multi-site replication for block devices
• Replicates virtual block devices across
regions for disaster recovery and archival
MULTISITE CAPABILITIES
STORAGE CLUSTER
US-EAST
STORAGE CLUSTER
US-WEST
27. CHALLENGE:
Wanted to replace existing
Document Management
solution based in IBM, very
expensive to mantain, with
a new solution able to
scale in a more cost-
effective way
PRODUCTS AND SERVICES USED:
RESULTS:
• With a leading Global System Integrator, provide a new
document management system based on open source
components
• Reduce annual costs in 80%
• The storage platform is based on Ceph as object storage
• Using Multi-site active-active capability to have High
Availbility and distribute workloads
INSURANCE COMPANY IN SPAIN
29. ELASTIC COMPUTE AND STORAGE FOR BIG DATA
Analytics vendors focus on analytics... Red Hat on infrastructure.
Analytics
Red Hat provides
infrastructure
software
Analytics vendors
provide analytics
software
OpenStack or OpenShift Compute Pool
Infrastructure
Shared Data Lake on Ceph Object Storage