This session will discuss K8s solutions and Telco Intelligent-edge possibilities by integrate with CoreOS Operator Framework that can manage CNFs, state-full and other complex stateless container applications.
Transforming enterprise and industry with 5G private networksQualcomm Research
The 3GPP put the spotlight on industry expansion in July with 5G NR Release 16 and set the stage for enterprise and industry verticals to look at how to provide high-performance wireless connectivity with 5G private networks. With a variety of options for spectrum, different network architectures, a rich feature set to meet the demanding needs of the industrial Internet of Things (IIoT), and the privacy and security required for business assurance, 5G private networks are poised to transform enterprise and industry.
Watch the webinar at: https://pages.questexnetwork.com/Webinar-Qualcomm-Registration-101520.html?source=Qualcomm
This presentation covers an industry perspective and a roadmap towards 5G with open and democratized interfaces. It covers examples of open reference platforms and how open source communities can complement standard bodies such as 3GPP and IEEE. It characterizes RAN and user and control plane core micro services and discusses opportunities for embedded network telemetry for emerging machine learning applications.
Speaker: Tom Tofigh, Principal Member of Technical Staff (Architect) at AT&T
Red Bend Software: Optimizing the User Experience with Over-the-Air UpdatesRed Bend Software
Due to the complexity of most modern operating systems and the frequency with which they are updated, all leading manufacturers provide Over-the-Air (OTA) software updates for their tablets, smartphones and even cars.
It may take several months between devices leaving the production line to reaching consumers’ hands but users demand the latest updates to get access to new features. In today’s connected world, software updates are a must-have feature for any type of consumer electronics device, from low-end smartphones to high end tablets by way of M2M devices such as cars and set top boxes (STB).
In this SlideShare, Red Bend Software shows you how to manage these updates easily and effectively, providing best practices in rolling out OTA software updates.
Transforming enterprise and industry with 5G private networksQualcomm Research
The 3GPP put the spotlight on industry expansion in July with 5G NR Release 16 and set the stage for enterprise and industry verticals to look at how to provide high-performance wireless connectivity with 5G private networks. With a variety of options for spectrum, different network architectures, a rich feature set to meet the demanding needs of the industrial Internet of Things (IIoT), and the privacy and security required for business assurance, 5G private networks are poised to transform enterprise and industry.
Watch the webinar at: https://pages.questexnetwork.com/Webinar-Qualcomm-Registration-101520.html?source=Qualcomm
This presentation covers an industry perspective and a roadmap towards 5G with open and democratized interfaces. It covers examples of open reference platforms and how open source communities can complement standard bodies such as 3GPP and IEEE. It characterizes RAN and user and control plane core micro services and discusses opportunities for embedded network telemetry for emerging machine learning applications.
Speaker: Tom Tofigh, Principal Member of Technical Staff (Architect) at AT&T
Red Bend Software: Optimizing the User Experience with Over-the-Air UpdatesRed Bend Software
Due to the complexity of most modern operating systems and the frequency with which they are updated, all leading manufacturers provide Over-the-Air (OTA) software updates for their tablets, smartphones and even cars.
It may take several months between devices leaving the production line to reaching consumers’ hands but users demand the latest updates to get access to new features. In today’s connected world, software updates are a must-have feature for any type of consumer electronics device, from low-end smartphones to high end tablets by way of M2M devices such as cars and set top boxes (STB).
In this SlideShare, Red Bend Software shows you how to manage these updates easily and effectively, providing best practices in rolling out OTA software updates.
Mainframe Modernization with Precisely and Microsoft AzurePrecisely
Today’s businesses are leveraging Microsoft Azure to modernize operations, transform customer experience, and increase profit. However, if the rich data generated by the mainframe applications is missed in the move to the cloud, you miss the mark.
Without the right solutions in place, migrating mainframe data to Microsoft Azure is expensive, time-consuming, and reliant on highly specialized skillsets. Precisely Connect can quickly integrate mainframe data at scale into Microsoft Azure without sacrificing functionality, security, or ease of use.
View this on-demand webinar to hear from Microsoft Azure and Precisely data integration experts. You will:
- Learn how to build highly scalable, reliable data pipelines between the mainframe and Microsoft Azure services
- Understand how to make your Microsoft Azure implementation ready for mainframe
- Dive into case studies of businesses that have successfully included mainframe data in their cloud modernization efforts with Precisely and Microsoft Azure
Nice presentation by Nokia talking about 5G network and radio enhancements such as 5G Quality of Service, Netowrk Slicing, Latency Reduction and architecture issue. Thanks Benoist for this and your work in 3GPP RAN2.
Open Ethernet: an open-source approach to modern network designAlexander Petrovskiy
The era of closed proprietary hardware platforms is coming to an end. Today, in the world of Web-scale IT, the industry is starting to adopt new approach, based on the principles of openness, scalabilty and customizability. However, in more conservative networking industry, traditional equipment and proprietary technologies from a single vendor are often being used, which limits the flexibility, prevents innovation and narrows down the choice.
The "Open Ethernet" initiative from Mellanox brings open source principles into the world of modern networking and allows customers to select the best hardware and software to design network infrastructure, based on open and standard protocols and technologies, also opening the way for broad adoption of SDN.
Ericsson Distributed Cloud goes beyond NFV and Edge Computing. It brings to operators the best of telecom and cloud capabilities, placing the application where it’s needed the most (centrally, distributed or at the edge). It’s an open platform, with end-to-end orchestration, that allows operators to prepare their infrastructure to unlock at least 25% of the business potential of 5G use cases. Visit our page: www.ericsson.com/distributed-cloud
How can you shorten your lead time in a dynamic market? Ericsson NFVi solution presentation starts with an overview of the opportunities & challenges with the Internet of Things (IoT). Then, it presents the requirements on the network infrastructure to support key 5G use cases, based on network slicing. It continues showing how Ericsson NFVi solution – a pre-integrated, open and verified platform – can enable rapid time to market for virtualization projects. It follows by sharing how to leverage telco cloud strategy to create value and make your network more agile and your operations more efficient. It concludes with key learnings from projects with early adopters, using the Ericsson telco cloud Target Operating Model, that lead our customers to a successful cloud adoption. Let Ericsson empower your digital transformation!
With the MuleSoft Anypoint Platform, you can build scalable data integrations and flows across any application, data source, and device - whether in the cloud or on-premise.
Mainframe Modernization with Precisely and Microsoft AzurePrecisely
Today’s businesses are leveraging Microsoft Azure to modernize operations, transform customer experience, and increase profit. However, if the rich data generated by the mainframe applications is missed in the move to the cloud, you miss the mark.
Without the right solutions in place, migrating mainframe data to Microsoft Azure is expensive, time-consuming, and reliant on highly specialized skillsets. Precisely Connect can quickly integrate mainframe data at scale into Microsoft Azure without sacrificing functionality, security, or ease of use.
View this on-demand webinar to hear from Microsoft Azure and Precisely data integration experts. You will:
- Learn how to build highly scalable, reliable data pipelines between the mainframe and Microsoft Azure services
- Understand how to make your Microsoft Azure implementation ready for mainframe
- Dive into case studies of businesses that have successfully included mainframe data in their cloud modernization efforts with Precisely and Microsoft Azure
Nice presentation by Nokia talking about 5G network and radio enhancements such as 5G Quality of Service, Netowrk Slicing, Latency Reduction and architecture issue. Thanks Benoist for this and your work in 3GPP RAN2.
Open Ethernet: an open-source approach to modern network designAlexander Petrovskiy
The era of closed proprietary hardware platforms is coming to an end. Today, in the world of Web-scale IT, the industry is starting to adopt new approach, based on the principles of openness, scalabilty and customizability. However, in more conservative networking industry, traditional equipment and proprietary technologies from a single vendor are often being used, which limits the flexibility, prevents innovation and narrows down the choice.
The "Open Ethernet" initiative from Mellanox brings open source principles into the world of modern networking and allows customers to select the best hardware and software to design network infrastructure, based on open and standard protocols and technologies, also opening the way for broad adoption of SDN.
Ericsson Distributed Cloud goes beyond NFV and Edge Computing. It brings to operators the best of telecom and cloud capabilities, placing the application where it’s needed the most (centrally, distributed or at the edge). It’s an open platform, with end-to-end orchestration, that allows operators to prepare their infrastructure to unlock at least 25% of the business potential of 5G use cases. Visit our page: www.ericsson.com/distributed-cloud
How can you shorten your lead time in a dynamic market? Ericsson NFVi solution presentation starts with an overview of the opportunities & challenges with the Internet of Things (IoT). Then, it presents the requirements on the network infrastructure to support key 5G use cases, based on network slicing. It continues showing how Ericsson NFVi solution – a pre-integrated, open and verified platform – can enable rapid time to market for virtualization projects. It follows by sharing how to leverage telco cloud strategy to create value and make your network more agile and your operations more efficient. It concludes with key learnings from projects with early adopters, using the Ericsson telco cloud Target Operating Model, that lead our customers to a successful cloud adoption. Let Ericsson empower your digital transformation!
With the MuleSoft Anypoint Platform, you can build scalable data integrations and flows across any application, data source, and device - whether in the cloud or on-premise.
Open Source Possibilities for 5G Edge Computing DeploymentIgnacio Verona
Session delivered together with my colleague Hyde Sugiyama during ONS Amsterdam 2018. We discussed about how open source and edge computing will enable a new B2B2X market for CSPs.
Kubernetes für Workstations Edge und IoT DevicesQAware GmbH
Continuous Lifecycle | ContainerConf, November 2020, Vortrag von Mario-Leander Reimer (@LeanderReimer, Chief Software Architect bei QAware)
=== Dokument bitte herunterladen, falls unscharf! Please download slides if blurred! ===
Abstract: Wenn es darum geht, Kubernetes auf Hardware mit eingeschränkten Ressourcen wie einer lokalen Entwickler-Workstation oder Edge- und IoT-Geräten zu betreiben, ist eine volle Kubernetes-Distribution nicht die ideale Wahl. Viel besser dafür geeignet ist stattdessen eine neue Generation von leichten und dennoch zertifizierten K8s-Distributionen.
In diesem Vortrag werden wir uns zwei beliebte Optionen genauer ansehen: MicroK8s und K3s.
Nach einem kurzen Überblick der jeweiligen Funktionen unterziehen wir beide Kandidaten einem Live-Praxistest auf realer Hardware. Dieser Vortrag ist Hands-on und unterhaltsam zugleich, und zeigt, dass man als Entwickler keinen Doktortitel in K8s Clusterology benötigt.
Learn more about how today's service provider's networks are built to deliver yesterday's services and how the Next generation service require a new approach with our Evolved Programmable Network's offerings will enable business transformation for new service deliveries.
Edge Computing: A Unified Infrastructure for all the Different PiecesCloudify Community
Edge Computing along with 5G promises to revolutionize customer experience with immersive applications that we can only imagine at this point. The edge will include PNFs, VNFs, and mobile-edge applications; requiring containers, virtual machines and bare-metal compute. But while edge computing promises numerous new revenue streams, managing and orchestrating these edge infrastructure environments is not going to be a seamless, instant process. In this webinar, experts in NFV orchestration discuss the concerns you must address in the transition to the edge, and show how you can use available open source tools to create a single management environment for PNFs, VNFs, and mobile-edge applications.
Open Source Edge Computing Platforms - OverviewKrishna-Kumar
IEEE 11th International Conference - COMSNETS 2019 - Last MilesTalk - Jan 2019. This talk is for Beginner or intermediate levels only. Kubernetes and related edge platforms are discussed.
Accelerating the Adoption of Hardware Accelerators in Kubernetes – Swati Sehgal
With containers becoming the desired deployment model for a wide range of workloads such as Big Data, IoT, storage, AI, ML, SDN and NFV solutions, container orchestration tools like Kubernetes, need to evolve to meet stringent networking and resource management requirements for optimum utilization of compute, network and storage. Such application generate large volume of data that needs to be securely transferred in and out of storage and over the network and inherently require compression and encryption which makes them computationally expensive.
Offloading such operations to the hardware accelerators results in better CPU utilization and improved application performance.
This talk educates the audience on how discovery, bookkeeping, allocation of additional hardware resources can be done in Kubernetes using one such accelerator – Intel® QuickAssist - as an example.
Achievements and future works of ITU-T Study Group 13 on Future networks including cloud computing, mobile and next-generation networks
Presented at WTSA-16 by Mr Leo Lehmann, Chairman of ITU-T Study Group 13
Edge / Far Edge: Convergent Access & Transport InfrastructureDmitry Timerkhanov
Evolution of networks and services creates demand for highly distributed architecture. Number of parameters has to be met for the architecture to work at physical, logical and application levels. Proper convergence of transport and access domains within all currently available technologies is key for business case success on that path.
With uCPE/SD-WAN taking center stage in enabling software-defined Cloud services to enterprise branch offices globally, this session will provide a uCPE review from a solution, deployment and reference design standpoint.
Speaker: Sab Gosal, Segment Manager
Network Platforms Group (NPG), September 2018
Globus Connect Server Deep Dive - GlobusWorld 2024Globus
We explore the Globus Connect Server (GCS) architecture and experiment with advanced configuration options and use cases. This content is targeted at system administrators who are familiar with GCS and currently operate—or are planning to operate—broader deployments at their institution.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
OpenFOAM solver for Helmholtz equation, helmholtzFoam / helmholtzBubbleFoamtakuyayamamoto1800
In this slide, we show the simulation example and the way to compile this solver.
In this solver, the Helmholtz equation can be solved by helmholtzFoam. Also, the Helmholtz equation with uniformly dispersed bubbles can be simulated by helmholtzBubbleFoam.
May Marketo Masterclass, London MUG May 22 2024.pdfAdele Miller
Can't make Adobe Summit in Vegas? No sweat because the EMEA Marketo Engage Champions are coming to London to share their Summit sessions, insights and more!
This is a MUG with a twist you don't want to miss.
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.
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
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.
Check out the webinar slides to learn more about how XfilesPro transforms Salesforce document management by leveraging its world-class applications. For more details, please connect with sales@xfilespro.com
If you want to watch the on-demand webinar, please click here: https://www.xfilespro.com/webinars/salesforce-document-management-2-0-smarter-faster-better/
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.
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.
Utilocate offers a comprehensive solution for locate ticket management by automating and streamlining the entire process. By integrating with Geospatial Information Systems (GIS), it provides accurate mapping and visualization of utility locations, enhancing decision-making and reducing the risk of errors. The system's advanced data analytics tools help identify trends, predict potential issues, and optimize resource allocation, making the locate ticket management process smarter and more efficient. Additionally, automated ticket management ensures consistency and reduces human error, while real-time notifications keep all relevant personnel informed and ready to respond promptly.
The system's ability to streamline workflows and automate ticket routing significantly reduces the time taken to process each ticket, making the process faster and more efficient. Mobile access allows field technicians to update ticket information on the go, ensuring that the latest information is always available and accelerating the locate process. Overall, Utilocate not only enhances the efficiency and accuracy of locate ticket management but also improves safety by minimizing the risk of utility damage through precise and timely locates.
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?
Enterprise Resource Planning System includes various modules that reduce any business's workload. Additionally, it organizes the workflows, which drives towards enhancing productivity. Here are a detailed explanation of the ERP modules. Going through the points will help you understand how the software is changing the work dynamics.
To know more details here: https://blogs.nyggs.com/nyggs/enterprise-resource-planning-erp-system-modules/
Software Engineering, Software Consulting, Tech Lead.
Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Security,
Spring Transaction, Spring MVC,
Log4j, REST/SOAP WEB-SERVICES.
Kubernetes Native Infrastructure and CoreOS Operator Framework for 5G Edge Cloud Computing
1. Kubernetes Native Infrastructure and
Operator Framework for 5G Edge Cloud Computing
Hyde Sugiyama - Chief Architect, Red Hat K.K.
2. OpenShift/K8s on OpenStack NFV session@OSS2018
OpenShift on OpenStack NFV
B2B2X for SoE apps in OpenShift
(in VM) on top of DCN(NFVI)
2
3. Innovation
4G 5GAll IP packet
Multiaccess
Edge
Computing
5GC
Cloud native/Service Based Archtecture
CP and UPF separation
Network slicing
UPF offload (FPGA, Edge Switch Fabric)
vRAN CU-DU split
Network
Function
Virtualization
Carrier
Grade
Linux
DPDK(vCPU)
GPU
FPGA
Heterogeneous Computing
Data Lake /Data Hub
Autonomous micro edge cloud …. Local 5G
Distribute
Compute
Node
VNF CNF
Edge AI platform(Intelligent Edge)
3
4. VNF
Container
Container
CNF
NFV Evolution to Kubernetes
Y2018-2019
VNF Container
K8s/OCP
Bare Metal
VNF
CNF
Bare Metal
VNF
CNF
Bare Metal
OpenStack K8s/OCP4OpenStack K8s/OCP4OpenStack
VNF
Kubevirt
70 30 50 50 30 70
(IT SoE apps
Y2019-2020 Y2020-2021
Container
(Stateless & Stateful
OCP4: OpenShift Container Platform 4
Data Lake Data Lake Data Lake
SoE: System of Engagement
HypervisorHypervisor Hypervisor
4
5. Agenda
5
• OpenShift/K8s on BM and Operator Framework for CNF
• KNI for 5G core service based architecture
• KNI for 5G radio access network
• KNI (Kubernetes Native Infrastructure) for 5G edge
• Summary
7. Kubernetes Operators
7
Operator Maturity Model
● Automate Day 2 lifecycle
management of container
applications in Kubernetes
● Leverage CRDs to deploy
Kubernetes native services
that can access Kube API
events
● Operator SDK simplifies
creation of Operators in Go
(or leverage Helm or Ansible
automation)
8. APPLICATIONS AND SERVICES
ISV/3rd party Operators
Custom Operators (built w/Operator SDK)
PLATFORM AND CLUSTER MANAGEMENT
Automated updates for Kubernetes,
monitoring, security, registry and more
LINUX HOST
Over-the-air updates for Red Hat CoreOS
ANY INFRASTRUCTURE
Full-Stack Automated Operations in OpenShift
8
9. Possibility for NFV architecture change by adapting
Kubernetes Operator (OpenShift Operator framework)
= Hypervisor=
NFVI (host OS)
OSS/BSS
BM(s)
OpenShift Worker
(host OS)
OSS/BSS
BM(s)
VNF CNF
VNF-M
VIM
NFVO
OpenShift
Master
=VM=
VNF+
guest
OS
=Pod=
CNF
( ... )
=Pod=
(for
UDM)
=Pod=
( for
SMF)
API management
=VM=
VNF+
guest
OS
=VM=
VNF+
guest
OS
CNF-M CNF-M CNF-M
Cluster Operator
9
5GC: Session Management Function Unified Data Management
11. 5GC system architecture
Network
Slice
Selection
Function
Access &
Mobility mgmnt
Function
User
Plane
Function
AUthentication
Server
Function
Policy
Control
Function
Unified
Data
Management
Session
Management
Function
Data Network
Data
Network
Packet
Forwarding
Control
Protocol
11
SBI
12. 5G SBI and Service Mesh
OPENSHIFT SERVICE MESH
● A dedicated network for service to
service communications
● Observability and distributed tracing
● Policy-driven security
● Routing rules & chaos engineering
● Powerful visualization & monitoring
● Will be available via OperatorHub
12
KIALI ( GUI for Istio )
13. Service Mesh & 5GC SBA(Service-Based Architecture)
5GC(core)
Istio
service
mesh
GPU device plugin, DPDK, FPGA,
Serverless, Data lake, etc
MULTUS CNI setup,
Stateful management,
CNF LCM, K8s LCM,
etc
User Equipment
AUthentication
Server
Function
Network
Slice
Selection
Function
Unified
Data
Management
Policy
Control
Function
Access &
Mobility mgmnt
Function
Session
Management
Function
13
(edge)
14. 5G UPF and Network Slicing in Cloud edge fabric for
B2B2X workloads and etc
Slice 1 for
B2B2X workloads 1
: SMF1 & UPF1
Multi cluster for istio
service mesh might be
needed
14
UE
Slice 2 for
B2B2X workloads 2
: SMF2 & UPF2
https://www.pilab.jp/ipop2
019/exhibition/WhitePaper
_iPOP2019.pdf
**
*
**
* *
https://www.youtube.com/
watch?v=1X5U4Jo0Jlw
16. 3GPP &
O-RAN alliance
E2 :btw RIC near-RT and O-CU/O-DU
A1
CU-UP
SDAP
PDCP-U
CU-CP
RRC
PDCP-C
E1Multi-RAT
O-CU Protocol
Stack
F1
Open Front Haul
Orchestration & Automation (e.g. ONAP): MANO, NMS
O-DU: RLC/MAC/PHY-high
O-RU: PHY-low/RF
NFVI Platform: Virtualization layer and COTS platform
Design Inventory Policy Configuration RAN Intelligent Controller (RIC)non-RT
E
2
Radio-Network Information Base
Applications
Layer Radio Connection
Mgmt
Mobility
Mgmt
QoS
Mgmt.
Interference
Mgmt
3rd party
APP
Trained
Model
RAN Intelligent Controller (RIC) near-RT3GPP (e/g)NB
3GPP CU
3GPP DU
Our focus
OpenStack,
OpenShift/k8s
16
17. Decoupling of software from hardware for all RAN modules in all splits
S/W
H/W
NFVI stack (containers or VMs), OS, cloud m-plane
O-CU O-DU O-RU
Centralized CU/DU
(C-RAN)
CU/DU split Distributed
CU/DU
(D-RAN)
Blackbox
BBU
Multitude of deployment
models: CloudRAN,
CU-DU split,
dRAN on whitebox or DC
All RAN modules
H/W abstraction layer
Flexible
Orch.
Inventory,
Discovery,
Registration
Policy,
Metrics
Support 10,000s
of distributed
cloud sites
Heterogeneous
computing
Common
LCM
mechanisms
O-RAN alliance WG6
17
18. O-RU
Open fronthaul
Near-RT
RIC
Open chassis and blade spec
NFVI
Cell site
1:m, local
Regional cloud
vO-DU
NFVI
Cell site area
O-DU chassis at cell site
F1
1:N, remote
vO-CU
The O-DU functionality can be pooled
from multiple O-RUs, and meet O-DU
latency requirements.
Near-RT RIC can serve a very large
number of O-RUs, and O-CU is very
centralized.
Scenario C: Centralized vO-CU with distributed vO-DU
K8s or OpenStack
Scenario B: Distributed vO-CU and vO-DU
O-RUOpen fronthaul
Near-RT
RIC
Open chassis and blade spec
NFVI Cell site
1:m, local
Regional cloud
vBBU
vO-CU +
vO-DU
NFVI
Cell site area
BBU chassis at cell site
E2
1:N, remote
To UPF
& MEC
The O-CU/O-DU functionality can be
pooled from multiple O-RUs, and meet
O-DU latency requirements.
Near-RT RIC can serve a very large
number of O-RUs
K8s or OpenStack
18
To UPF
& MEC
Candidate WG6 Scenarios B,C
20. OpenShift/OKDOpenShift/OKD
Akraino Edge Stack project
KNI-Edge Blueprints (in Progress)
Provider Access Edge (PAE)
Optimized for real-time and
networking performance for
Containerized vRAN and MEC workloads.
Industrial Edge (IE)
Optimized for small footprint and
low-latency for IoT, serverless, and
machine learning workloads.
CoreOS and CentOS-rtNOS
...
Kubeflow
ML Apps
kNative EdgeX
IoT AppsSrv-less
Apps
OVN/OVS Ceph CRI-O
Prometheus
+ exporters
CoreOS and CentOS-rtNOS
...
Cluster/
Machine
Operator
KubeflowKubeVirt
VMN...VM1vRAN
(RIC)
ML Apps
Tungsten Ceph CRI-O
Prometheus
+ exporters
MEC MW
MEC Apps
https://wiki.akraino.org/display/AK/Kubernetes-Native+Infrastructure+%28KNI%29+Blueprint+Family
switch COTS COTS COTSswitch COTS COTS COTS
URLLC
Apps
20
Cluster/
Machine
Operator
21. IoT Apps - Eclipse IoT project
21
DATA MANAGEMENT & ANALYTICS
IoT
EDGE
CONNECTE
D “THINGS”
Telemetry
Management
IoT
INTEGRATION HUB
Machine learning model
APPLICATION DEVELOPMENT,
DELIVERY, & INTEGRATION
Telemetry
Management
App
integration
Edge
analytics
Machine
learning
Telemetry
CLOUDERA’S DISTRIBUTION
INCLUDING HADOOP (CDH)
22. ML Apps - OPEN DATA HUB
Collaborate on a Data & AI platform for the Edge Cloud & Core
A collection of open source
and cloud components
packaged in a “machine
learning-as-a-service”
platform to solve business
problems.
22
23. OPEN DATA HUB
AI as a Service
OpenShift reference
architecture
GPUOpen Data Hub Operator
https://opendatahub.io/news/2019-04-
29/project-road-map-for-2019.html
24. 24
Red Hat OpenShift Hybrid Serverless
Red Hat OpenShift Knative
Function as a Service
The leading enterprise Kubernetes
platform
Automated Operations
Build an run anywhere (Hybrid Cloud)
Developer experience
APIs, CLI, service binding
Events Build Serving
Building blocks for serverless
Source-centric and container-based
Red Hat Enterprise Linux or Red Hat CoreOS
Kubernetes
Automated
Operations
Hybrid Install / Ops
Ops & Dev Consoles
Install / Upgrade
Security / Auth
Network / CNI
Storage / CSI
Istio
Operator Framework
RH MW Services
(Operator backed)
3rd party Services
(Operator backed)
ODO CLI Eclipse Che
Invoker Runtime CLI API
https://github.com/knative/eventing-sources
27. Summary
27
Kubernetes Native Infrastructure on Bare metal across
Telco Core and Telco Edge
a. Operator Framework for Site Reliability Engineering and
Provider extension
i. Autonomous micro-cloud at Telco edge
ii. Digital Service Provider driven CNF apps management
b. Service mesh for 5GC SBA
c. UPF and Network slicing
d. O-RAN CU/DU cloudification
e. KNI for edge
i. ML as a Service and Open Data Hub at Telco node
ii. Challenge for Serverless at Telco edge node