Integrated Access and Backhaul (IAB) allows using wireless backhaul to connect small cells and avoid wiring clutter. IAB nodes terminate the gNB-DU and support UE functionality towards the IAB donor. The IAB donor terminates the gNB-CU and lower layers for the IAB node. Backhaul Adaptation Protocol (BAP) routes packets across the backhaul topology using routing IDs. IP addresses for F1 and OAM are discovered for IAB nodes. Signaling and user plane traffic is mapped to backhaul RLC channels. Open issues in Rel-16 include BAP specification and topology adaptation procedures. Rel-17 may address inter-donor migration and topological redundancy.
Overview 5G NR Radio Protocols by Intel Eiko Seidel
Very nice overview of the 5G Radio Interface protocol as defined by 3GPP in NR Rel.15. The document was submitted to the 3GPP workshop on ITU submission in Brussels on Oct 24, 2018.
Segment routing is a technology that is gaining popularity as a way to simplify MPLS networks. It has the benefits of interfacing with software-defined networks and allows for source-based routing. It does this without keeping state in the core of the network and needless to use LDP and RSVP-TE.
Overview 5G NR Radio Protocols by Intel Eiko Seidel
Very nice overview of the 5G Radio Interface protocol as defined by 3GPP in NR Rel.15. The document was submitted to the 3GPP workshop on ITU submission in Brussels on Oct 24, 2018.
Segment routing is a technology that is gaining popularity as a way to simplify MPLS networks. It has the benefits of interfacing with software-defined networks and allows for source-based routing. It does this without keeping state in the core of the network and needless to use LDP and RSVP-TE.
Beginners: 5G Terminology (Updated - Feb 2019)3G4G
An updated short presentation and video looking at 5G terminology that is being used in 3GPP standards and specifications.
Terms such as NG-RAN, NR, ng-eNB, en-gNB, RIT, SRIT, Option 3, etc. will be discussed
Determine the required delivery characteristics of a packet stream and how a Traffic Management (TM) module can offload compute-intensive tasks. Hear more about the latest innovations in both DPI & TM solutions.
A quick look at 5G System architecture in Reference point representation and in Service Based representation and also look at the different Network Functions (NFs) within the 5G System.
This SON tutorial is part of the 3GPP Self-Organizing Networks series (#3GPPSONSeries). In this part we will look at Random Access Channel (RACH) Optimization
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
SON Page: https://www.3g4g.co.uk/SON/
BGP Traffic Engineering with SDN Controller, by Shaowen Ma.
A presentation given at APRICOT 2016’s Software Defined Networking session on 24 February 2016.
Beginners: 5G Terminology (Updated - Feb 2019)3G4G
An updated short presentation and video looking at 5G terminology that is being used in 3GPP standards and specifications.
Terms such as NG-RAN, NR, ng-eNB, en-gNB, RIT, SRIT, Option 3, etc. will be discussed
Determine the required delivery characteristics of a packet stream and how a Traffic Management (TM) module can offload compute-intensive tasks. Hear more about the latest innovations in both DPI & TM solutions.
A quick look at 5G System architecture in Reference point representation and in Service Based representation and also look at the different Network Functions (NFs) within the 5G System.
This SON tutorial is part of the 3GPP Self-Organizing Networks series (#3GPPSONSeries). In this part we will look at Random Access Channel (RACH) Optimization
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
SON Page: https://www.3g4g.co.uk/SON/
BGP Traffic Engineering with SDN Controller, by Shaowen Ma.
A presentation given at APRICOT 2016’s Software Defined Networking session on 24 February 2016.
Prof. Andy Sutton: 5G RAN Architecture Evolution - Jan 20193G4G
This presentation explores the evolution of GSM, UMTS and LTE radio access network architectures before a detailed review of the RAN architecture options for 5G. The functional decomposition of the 5G radio access network presents the network designer with many challenges with regards placement of RU, DU and CU nodes, all of which are discussed. The presentation concludes with a review of BT UK plans for 5G launch with a fully distributed RAN in support of an EN-DC architecture.
Presented by Professor Andy Sutton CEng FIET, Principal Network Architect, Architecture & Strategy, BT Technology at IET 5G - the Advent conference on 30 January 2019 | IET London: Savoy Place
*** SHARED WITH PERMISSION ***
IP Infusion Application Note for 4G LTE Fixed Wireless AccessDhiman Chowdhury
SKY Brazil is one of the largest Pay TV provider in Brazil with 5Million+ subscribers created world’s first disaggregated 5G-ready Fixed Wireless Access (FWA) network using IPInfusion’s disaggregated Cell Site Gateway Solution to serve 35K broadband subscribers.
Learn how the deployment was done, read this application note to know more about the usecase and OcNOS configurations.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
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.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
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
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
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
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
1. Integrated Access and Backhaul
Architecture and Agreements
Sridhar Bhaskaran
19th December, 2019
Presented for 5G-KS
2. Agenda
➔ Why Integrated Access and Backhaul?
➔ Terminologies
➔ IAB – end to end architecture
➔ Role of Backhaul Adaptation Protocol
(BAP)
➔ IAB node integration to IAB donor
➔ IP address discovery for IAB node for
F1 communication with donor CU
➔ UE to network signalling via IAB
network
➔ UE to network data plane via IAB
network
3. Why IAB?
● Gigabit broadband requires fiber to
home
● For mmWave NR small cell at home,
backhaul wired connectivity required
● Wiring clutter
● mmWave has huge bandwidth
● Can be potentially used as self
backhaul to avoid wiring clutter
● Useful for dense urban and also for
providing broadband to remote
places
Source: RP-192519
4. Background on Split gNB
3GPP Rel-15 supports split gNB
architecture
3GPP adopted option-2 split
Split is between RLC and PDCP layer
CU is centralized unit
DU is distributed unit
gNB-DU gNB-DU gNB-DU gNB-DU gNB-DU
F1 F1 F1 F1 F1
Xn
5GC
N2/N3N2/N3
Uu Uu Uu Uu Uu
* Figure does not show O-RAN option 7.2 split of the DU
CP CPUPUP
gNB-CU gNB-CU
5. Background - Stack for split gNB
PHY
MAC
RLC
IP
SCTP
F1-AP
UDP
GTPU
IP
SCTP
F1AP
PDCP-C
RRC
IP
UDP
GTPU
gNB-DU
gNB-CU-UP
gNB-CU-CP
6. Terminologies
IAB-node:
➔ An NR base station terminating the gNB-DU
functionality towards the UEs (access link) and
towards gNB-CU
➔ IAB node also support a sub-set of the UE
functionality towards its parent nodes and Core
Network (referred to as MT functionality)
IAB-donor:
➔ An NR base station which terminates gNB-CU
functionality towards IAB-node and N2/Xn
interfaces towards rest of the network.
➔ The IAB-donor is also terminating RRC/PDCP of the
MT functionality of the IAB node as well as lower
layers (donor DU) in case of single hop.
7. IAB End to End Architecture
➔ IAB node DU needs to get an IP
address for F1-C and F1-U traffic
➔ F1 traffic from IAB node DU
terminates at IAB donor CU
➔ IAB donor DU maps the F1-C /
F1-U traffic between IAB donor CU
and IAB node DU to BH RLC based
on DSCP/IPv6 flow label @ IP
header
➔ IAB donor DU sets up required BH
RLC channel for F1-C traffic based
on cpTrafficType IE in F1-C
message (different BH RLC for
different SRBs - see later slide)
11. Role of BAP
➔ Functions of BAP
◆ Transfer of data
◆ Routing of packets to next hop - across
backhaul topology
● Routing uses a BAP routing ID @
BAP header
◆ Determination of BAP destination and
path for packets from upper layer
◆ Determination of egress RLC channels
for packets routed to next hop
◆ Flow control feedback signalling
Source: R2-1913254
➔ BAP entity routes based on a routingTableConfig
➔ Each entry of the table contains a BAP address, optionally a BAP path ID and
next hop ID
➔ BAP layer maps data received on ingress to an egress logical channel based
on logicalChannelMappingConfigUL and logicalChannelMappingConfigDL
configured in IAB node
➔ BAP routing ID = 20 bits = 10 bit BAP address + 10 bit BAP path ID for DL
[See RP-192518]
➔ BAP address for an IAB node configured via RRC
➔ BH routing table configuration at IAB node DU setup via F1-C for both UL
and DL (see R3-197785)
12. Backhaul Routing Configuration
➔ BH Routing information configuration provided by donor CU to each IAB node
DU via F1 signalling
➔ Configuration contains
◆ BAP Routing ID (20 bits)
◆ Next hop BAP address (10 bits)
Source: R3-197785
16. IP Address Discovery for IAB Node for F1 Communication
➔ IAB node’s DU part involved in F1 communication with IAB donor CU
➔ How does IAB node’s DU get an IP address for F1 communication?
➔ Current agreements in RAN3
◆ DU address needs to be different from IAB node’s MT address
◆ DU IP address needs to be routable on IAB node DU-->next hop IAB node BAP → IAB donor DU
→ IAB donor CU path
◆ IAB node DU IP address can be assigned by donor DU or by donor CU or by OAM
◆ The donor CU or donor DU can use OAM or DHCP to allocate IAB node IP address
◆ If DHCP is used donor DU may act as DHCP server or as DHCP proxy
◆ IAB node can request one or more IP addresses from donor CU via RRC
◆ CU can obtain IAB node IP address from donor DU via F1AP
17. IP Address Discovery for IAB Node for OAM
➔ IAB node uses its MT part to act as a UE to setup a PDU session with 5GC and
get an IP address.
➔ This IP address can be used for OAM connectivity of IAB node to OAM
servers.
➔ The IP connectivity may also be provided using Backhaul IP layer (i.e the IP
layer used for backhaul F1-C/F1-U traffic)
➔ OAM traffic from IAB nodes include
◆ Configuration to IAB node
◆ Alarms and statistics from IAB node
◆ Software download to IAB node
➔ Different types of OAM traffic can use different DRBs between IAB-MT and
serving DU and different BH RLC channels with different QoS parameters
19. Bearer Mapping
➔ 1:1 bearer mapping:
◆ a separate backhaul RLC channel is configured for each F1-U tunnel from the
access IAB node; where 1 F1-U tunnel is for UE DRB
◆ enables the scheduler to enforce bearer-specific QoS requirements such as
GBR;
◆ for F1-C, a separate backhaul RLC channel can be configured for each F1-C SCTP
stream to enforce prioritization of signalling messages.
➔ N:1 bearer mapping:
◆ multiple F1-U and/or F1-C associations are aggregated onto the same backhaul
RLC channel.
20. Bearer Mapping
➔ The Donor IAB (CU function) will setup a number of BH RLC channels between the IAB
node and the IAB nodes parent (e.g. an intermediate IAB node or the Donor DU)
➔ The BH RLC channels will not be visible in the CN
➔ The BH RLC channels will be associated with different QoS profiles and support
backhauling of end user traffic and signaling towards the IAB node.
N:1 Mapping 1:1 Mapping
21. BH RLF Handling
➔ IAB node can experience
radio link failure (RLF) with
parent IAB node
➔ Recovery from RLF is based
on parent node migration /
topology adaptation (see next
slides)
➔ Further stage 3 work on this
is pending in Rel-16
Source: 3GPP TR 38.874
24. IAB Topology Redundancy
Source: R3-196781
Need for topology redundancy
➔ Backhaul links are more
critical since it carries traffic
of multiple UEs
➔ The links should be
redundant to offer resiliency
against RLF
➔ NR supports dual connectivity
➔ Why not use dual connectivity
to offer robustness in the
backhaul?
26. Mapping UE RRC signaling to SCTP streams
Problem Statement
➔ How to differentiate UE’s RRC signalling from UE’s initial access messages (SRB 0) when they are carried on F1 links
hop by hop via BH RLC?
➔ Should separate SCTP streams be used for SRB0 and other SRBs?
27. Mapping UE RRC signaling to SCTP streams - Solution
➔ Way 1
◆ One BH RLC CH is shared by all F1APs with DL SRB0 of all UEs
◆ Each UE uses a dedicated BH RLC CH to convey other UE-associated F1APs
➔ Way 2
◆ One BH RLC CH is shared by all F1APs with DL SRB0 of all UEs
◆ Another BH RLC CH is shared by all other F1APs of all UEs
➔ Way Forward
◆ Mapping of control plane traffic type to BH RLC channel ID is provided as part of F1 UE CONTEXT SETUP
◆ Mappnig of control plane traffic type (CP1, CP2, CP3 …) to specific SRB / RRC messages is configurable
Source: R3-197123, R3-197657
29. IAB - Status as of TSG-RAN#84
Open Issues in Rel-16
➔ Stage 3 aspects of F1 signaling for BH RLC channel setup, routing table setup
and QoS/bearer mapping
➔ Stage 3 aspects of BAP protocol
➔ Specification of procedures for IAB node integration and topology adaptation
➔ Specification of BH RLF handling
➔ Specification of flow control and congestion handling over backhaul link
➔ Security protection over wireless backhaul link
30. IAB - Release 17
Open Issues (to be pushed to Rel-17)
➔ Inter IAB donor CU/DU migration
➔ Improve topological robustness / redundancy using dual connectivity
➔ Support for partial simultaneous Tx/Rx by co-located IAB-MT / IAB-DU
➔ Specification of IAB node timing mode(s), UL/DL power control extensions,
cross link interference measurements for BH links
Source: RP-193251