In this day and age where internet connectivity is becoming more and more ubiquitous, IPv4 addresses are forseen to be exhausted by 2011.
in this webcast, we will cover
why entreprises should migrate to IPv6
what the underlying challenges for such a migration are
how Orange Business Service can support you to successfully migrate from IPv4 to IPv6
A Transport Layer and Socket API for (h)ICN: Design, Implementation and Perfo...Luca Muscariello
We present the design of a transport layer and socket
API that can be used in several ICN architectures such as NDN,
CCN and hICN. The current design makes it possible to expose an
API that is simple to insert in current applications and easy to use to
develop novel ones. The proliferation of connected applications for
very different use cases and services with wide spectrum of requirements suggests that several transport services will coexist in the
Internet. This is just about to happen with QUIC, MPTCP, LEDBAT
as the most notable ones but is expected to grow and diversify with
the advent of applications for 5G, IoT, MEC with heterogeneous
connectivity. The advantages of ICN have to be measurable from
the application, end-services and in the network, with relevant
key performance indicators. We have implemented an high speed
transport stack with most of the designed features that we present
in this paper with extensive experiments and benchmarks to show
the scalability of the current systems in different use cases
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.
Introduce a connected vehicle blueprint; a Linux Akraino Project. The presentation consists of general background introduction, application use cases, network/technical/deployment architecture and the future plan.
Recording and media manipulation of WebRTC streamsLuis Lopez
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The Civil Infrastructure Platform (CIP) is creating a super long-term supported (SLTS) open source "base layer" for industrial grade software. We have been working on security fixes and some backported features since the moment we decided that Linux kernel v4.4 would be the first SLTS version. In this talk, we will describe the current development
status of the SLTS kernel and testing environment. First, we'll explain our kernel development policy. Then, we'll describe the functionality that has been backported. Second, we'll talk about testing before using our base-layer on real products. We have been developing a test framework to collect and share test results. To build it, we don't want to duplicate existing work such as KernelCI, Fuego and others. For that reason, we are trying to collaborate and contribute to such projects.
A New Design Reuse Approach for Voip Implementation into Fpsocs and ASICS ijsc
The aim of this paper is to present a new design reuse approach for automatic generation of Voice over Internet protocol (VOIP) hardware description and implementation into FPSOCs and ASICs. Our motivation behind this work is justified by the following arguments: first, VOIP based System on chip (SOC) implementation is an emerging research and development area, where innovative applications can be implemented. Second, these systems are very complex and due to time to market pressure, there is a need to built platforms that help the designer to explore with different architectural possibilities and choose the circuit that best correspond to the specifications. Third, we aim to develop in hardware, design, methods and tools that are used in software like the MATLAB tool for VOIP implementation. To achieve our goal, the proposed design approach is based on a modular design of the VOIP architecture. The originality of our approach is the application of the design for reuse (DFR) and the design with reuse (DWR) concepts. To validate the approach, a case study of a SOC based on the OR1K processor is studied. We demonstrate that the proposed SoC architecture is reconfigurable, scalable and the final RTL code can be reused for any FPSOC or ASIC technology. As an example, Performances measures, in the VIRTEX-5 FPGA device family, and ASIC 65nm technology are shown through this paper.
MIDIH (Manufacturing Industry Digital Innovation Hubs) Modern Open-Source Approaches to Software for Automation Systems: Eclipse Arrowhead & Eclipse 4DIAC
Your Path to Edge Computing - Akraino Edge Stack UpdateLiz Warner
The Akraino community was proud to announce the availability of its release 1 on June 6th. The community has experienced extremely rapid growth over the past year, in terms of both membership and community activity. Before Akraino, developers had to download multiple open source software packages and integrate/test on deployable hardware, which prolonged innovation and increased cost. The Akraino community came up with a brilliant way to solve this integration challenge with the Blueprint model. An Akraino Blueprint is not just a diagram; it’s real code that brings everything together so users can download and deploy the edge stack in their own environment to address a specific edge use case. Learn more about the Akraino Edge Stack. In this talk, we will share details about R1 blueprints and their use, R2 goals, and how to engage and contribute to the Akraino Community.
A new design reuse approach for voip implementation into fpsocs and asicsijsc
The aim of this paper is to present a new design reuse approach for automatic generation of Voice over Internet protocol (VOIP) hardware description and implementation into FPSOCs and ASICs. Our motivation behind this work is justified by the following arguments: first, VOIP based System on chip (SOC) implementation is an emerging research and development area, where innovative applications can be implemented. Second, these systems are very complex and due to time to market pressure, there is a need to built platforms that help the designer to explore with different architectural possibilities and choose the circuit that best correspond to the specifications. Third, we aim to develop in hardware, design, methods and tools that are used in software like the MATLAB tool for VOIP implementation. To achieve our goal, the proposed design approach is based on a modular design of the VOIP architecture. The originality of our approach is the application of the design for reuse (DFR) and the design with reuse (DWR) concepts. To validate the approach, a case study of a SOC based on the OR1K processor is studied. We demonstrate that the proposed SoC architecture is reconfigurable, scalable and the final RTL code can be reused for any FPSOC or ASIC technology. As an example, Performances measures, in the VIRTEX-5 FPGA device family, and ASIC 65nm technology are shown through this paper.
AI ML 2023 Measuring Trends Analysis by Stanford UniversityIke Alisson
This year, the Stanford Institute for Human-Centered Artificial Intelligence (HAI) 386 pages Report introduces more original data than any previous edition, including a new Chapter on AI Public Opinion, a more thorough Technical Performance Chapter, Original Analysis about Large Language and Multimodal Models, detailed Trends in Global AI Legislation Records, a Study of the Environmental Impact of AI Systems, and more. On the "success" of AI ML on the Market, w.r.t. Chapter 4, indicating: "Corporate Investment (Mergers/Acquisitions, Minority Stakes, Private Investment, & Public Offerings) dipped in 2022 to 190 billion from 2021 amount of 276 billion highs, but the number has still increased 13-fold in the last decade. The Biggest Investment event of the Year was the Nuance Communications acquisition; the Computer SW Tech Company was picked up by Microsoft for $19.7 billion."
IKAL IoT PINS (Personal IoT Networks) in Netw & Applic layers with selected 5...Ike Alisson
Personal IoT Networks (PINs) and Customer Premises Networks (CPNs) provide local connectivity between UEs and/or non-3GPP devices. The CPN via an eRG, or PIN Elements via a PIN Element with Gateway Capability (PEGC) can provide access to 5G Network Services for the UEs and/or non-3GPP devices on the CPN or PIN.
The 5G System shall be able to support access to the 5G Network and its Services via at least one (1) Gateway (i.e. PIN Element with Gateway Capability PEGC, or eRG) for "authorised UEs" and "authorised non-3GPP devices"in a PIN or a CPN. The 5GS (System) shall be able to support IP traffic offload to Data Network for a CPN. A Personal IoT Network (PIN) consists of PIN Elements (PINE) that communicate using PIN "Direct Connection" or "direct network connection" and is managed locally (using a PIN Element with Management Capability, PEMC). Via a PIN Element with Gateway Capability (PEGC), PIN Elements have access to the 5G Network Services and can communicate with PIN Elements that are not within range to use PIN Direct Connection. A PIN includes at least one PIN Element with Gateway Capability and at least one PIN Element with Management Capability. Only a 3GPP UE can act as PEGC and/or PEMC. A PIN Element with Management Capability, PEMC, is a PIN Element that provides a means for an authorised administrator to configure and manage a PIN. The 5GS shall enable a UE or non-3GPP device in a CPN or PIN to discover other UEs or non-3GPP devices within the same CPN or PIN subject to acess rights. The 5G S shall efficiently support service discovery mechanisms where a UE or non-3GPP device in a CPN or PIN can discover, subject to access rights, "availability" and "reachability" of other entities (e.g. other UEs or non-3GPP devices) on the CPN or PIN. The 5G System shall provide "User Privacy", "Location Privacy", "Identity Protection" and "Communication Confidentiallity" for non-3GPP devices and UEs that are using the PIN Element with Gateway Capability (PEGC), eRG or PRAS. "Privacy" protection should not block differentiated routing and QoS for different destinations and Services for the UE(s). The 5GS shall support Authentication of a UE with 3GPP Credentials for Communication with entities (UEs, non-3GPP devices) in a CPN. The PIN can also have a PIN Application Server (AS) that includes an AF (Application Function) functionality. The AF can be deployed by Mobile Operator or by an Authorized Third (3rd) Party. The 5GS shall support Real-time E2E QoS (Quality ofService) Monitoring and Control for any intra-CPN Data Traffic to or from a UE (i.e. via eRG or via PRAS and eRG). The 5GS shall support Charging Data collection for Data Traffic to/from individual UEs in a CPN or PIN (i.e., UEs behind the PIN Element with Gateway Capability (PEGC) or eRG and/or PRAS). "Relay selection" within a PIN is enabled for both UEs and non-3GPP device and, through 5GS, supports a Mechanism for a PIN Element to select a relay for PIN direct connection.
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In this day and age where internet connectivity is becoming more and more ubiquitous, IPv4 addresses are forseen to be exhausted by 2011.
in this webcast, we will cover
why entreprises should migrate to IPv6
what the underlying challenges for such a migration are
how Orange Business Service can support you to successfully migrate from IPv4 to IPv6
A Transport Layer and Socket API for (h)ICN: Design, Implementation and Perfo...Luca Muscariello
We present the design of a transport layer and socket
API that can be used in several ICN architectures such as NDN,
CCN and hICN. The current design makes it possible to expose an
API that is simple to insert in current applications and easy to use to
develop novel ones. The proliferation of connected applications for
very different use cases and services with wide spectrum of requirements suggests that several transport services will coexist in the
Internet. This is just about to happen with QUIC, MPTCP, LEDBAT
as the most notable ones but is expected to grow and diversify with
the advent of applications for 5G, IoT, MEC with heterogeneous
connectivity. The advantages of ICN have to be measurable from
the application, end-services and in the network, with relevant
key performance indicators. We have implemented an high speed
transport stack with most of the designed features that we present
in this paper with extensive experiments and benchmarks to show
the scalability of the current systems in different use cases
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.
Introduce a connected vehicle blueprint; a Linux Akraino Project. The presentation consists of general background introduction, application use cases, network/technical/deployment architecture and the future plan.
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This presentation introduces Kurento technologies to developers at the WebRTC Conference & Expo 2014 in San Jose. It focuses on Kurento Client APIs and on its capabilities for recording and manipulating the audio and video streams in WebRTC sessions.
The Civil Infrastructure Platform (CIP) is creating a super long-term supported (SLTS) open source "base layer" for industrial grade software. We have been working on security fixes and some backported features since the moment we decided that Linux kernel v4.4 would be the first SLTS version. In this talk, we will describe the current development
status of the SLTS kernel and testing environment. First, we'll explain our kernel development policy. Then, we'll describe the functionality that has been backported. Second, we'll talk about testing before using our base-layer on real products. We have been developing a test framework to collect and share test results. To build it, we don't want to duplicate existing work such as KernelCI, Fuego and others. For that reason, we are trying to collaborate and contribute to such projects.
A New Design Reuse Approach for Voip Implementation into Fpsocs and ASICS ijsc
The aim of this paper is to present a new design reuse approach for automatic generation of Voice over Internet protocol (VOIP) hardware description and implementation into FPSOCs and ASICs. Our motivation behind this work is justified by the following arguments: first, VOIP based System on chip (SOC) implementation is an emerging research and development area, where innovative applications can be implemented. Second, these systems are very complex and due to time to market pressure, there is a need to built platforms that help the designer to explore with different architectural possibilities and choose the circuit that best correspond to the specifications. Third, we aim to develop in hardware, design, methods and tools that are used in software like the MATLAB tool for VOIP implementation. To achieve our goal, the proposed design approach is based on a modular design of the VOIP architecture. The originality of our approach is the application of the design for reuse (DFR) and the design with reuse (DWR) concepts. To validate the approach, a case study of a SOC based on the OR1K processor is studied. We demonstrate that the proposed SoC architecture is reconfigurable, scalable and the final RTL code can be reused for any FPSOC or ASIC technology. As an example, Performances measures, in the VIRTEX-5 FPGA device family, and ASIC 65nm technology are shown through this paper.
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The Akraino community was proud to announce the availability of its release 1 on June 6th. The community has experienced extremely rapid growth over the past year, in terms of both membership and community activity. Before Akraino, developers had to download multiple open source software packages and integrate/test on deployable hardware, which prolonged innovation and increased cost. The Akraino community came up with a brilliant way to solve this integration challenge with the Blueprint model. An Akraino Blueprint is not just a diagram; it’s real code that brings everything together so users can download and deploy the edge stack in their own environment to address a specific edge use case. Learn more about the Akraino Edge Stack. In this talk, we will share details about R1 blueprints and their use, R2 goals, and how to engage and contribute to the Akraino Community.
A new design reuse approach for voip implementation into fpsocs and asicsijsc
The aim of this paper is to present a new design reuse approach for automatic generation of Voice over Internet protocol (VOIP) hardware description and implementation into FPSOCs and ASICs. Our motivation behind this work is justified by the following arguments: first, VOIP based System on chip (SOC) implementation is an emerging research and development area, where innovative applications can be implemented. Second, these systems are very complex and due to time to market pressure, there is a need to built platforms that help the designer to explore with different architectural possibilities and choose the circuit that best correspond to the specifications. Third, we aim to develop in hardware, design, methods and tools that are used in software like the MATLAB tool for VOIP implementation. To achieve our goal, the proposed design approach is based on a modular design of the VOIP architecture. The originality of our approach is the application of the design for reuse (DFR) and the design with reuse (DWR) concepts. To validate the approach, a case study of a SOC based on the OR1K processor is studied. We demonstrate that the proposed SoC architecture is reconfigurable, scalable and the final RTL code can be reused for any FPSOC or ASIC technology. As an example, Performances measures, in the VIRTEX-5 FPGA device family, and ASIC 65nm technology are shown through this paper.
AI ML 2023 Measuring Trends Analysis by Stanford UniversityIke Alisson
This year, the Stanford Institute for Human-Centered Artificial Intelligence (HAI) 386 pages Report introduces more original data than any previous edition, including a new Chapter on AI Public Opinion, a more thorough Technical Performance Chapter, Original Analysis about Large Language and Multimodal Models, detailed Trends in Global AI Legislation Records, a Study of the Environmental Impact of AI Systems, and more. On the "success" of AI ML on the Market, w.r.t. Chapter 4, indicating: "Corporate Investment (Mergers/Acquisitions, Minority Stakes, Private Investment, & Public Offerings) dipped in 2022 to 190 billion from 2021 amount of 276 billion highs, but the number has still increased 13-fold in the last decade. The Biggest Investment event of the Year was the Nuance Communications acquisition; the Computer SW Tech Company was picked up by Microsoft for $19.7 billion."
IKAL IoT PINS (Personal IoT Networks) in Netw & Applic layers with selected 5...Ike Alisson
Personal IoT Networks (PINs) and Customer Premises Networks (CPNs) provide local connectivity between UEs and/or non-3GPP devices. The CPN via an eRG, or PIN Elements via a PIN Element with Gateway Capability (PEGC) can provide access to 5G Network Services for the UEs and/or non-3GPP devices on the CPN or PIN.
The 5G System shall be able to support access to the 5G Network and its Services via at least one (1) Gateway (i.e. PIN Element with Gateway Capability PEGC, or eRG) for "authorised UEs" and "authorised non-3GPP devices"in a PIN or a CPN. The 5GS (System) shall be able to support IP traffic offload to Data Network for a CPN. A Personal IoT Network (PIN) consists of PIN Elements (PINE) that communicate using PIN "Direct Connection" or "direct network connection" and is managed locally (using a PIN Element with Management Capability, PEMC). Via a PIN Element with Gateway Capability (PEGC), PIN Elements have access to the 5G Network Services and can communicate with PIN Elements that are not within range to use PIN Direct Connection. A PIN includes at least one PIN Element with Gateway Capability and at least one PIN Element with Management Capability. Only a 3GPP UE can act as PEGC and/or PEMC. A PIN Element with Management Capability, PEMC, is a PIN Element that provides a means for an authorised administrator to configure and manage a PIN. The 5GS shall enable a UE or non-3GPP device in a CPN or PIN to discover other UEs or non-3GPP devices within the same CPN or PIN subject to acess rights. The 5G S shall efficiently support service discovery mechanisms where a UE or non-3GPP device in a CPN or PIN can discover, subject to access rights, "availability" and "reachability" of other entities (e.g. other UEs or non-3GPP devices) on the CPN or PIN. The 5G System shall provide "User Privacy", "Location Privacy", "Identity Protection" and "Communication Confidentiallity" for non-3GPP devices and UEs that are using the PIN Element with Gateway Capability (PEGC), eRG or PRAS. "Privacy" protection should not block differentiated routing and QoS for different destinations and Services for the UE(s). The 5GS shall support Authentication of a UE with 3GPP Credentials for Communication with entities (UEs, non-3GPP devices) in a CPN. The PIN can also have a PIN Application Server (AS) that includes an AF (Application Function) functionality. The AF can be deployed by Mobile Operator or by an Authorized Third (3rd) Party. The 5GS shall support Real-time E2E QoS (Quality ofService) Monitoring and Control for any intra-CPN Data Traffic to or from a UE (i.e. via eRG or via PRAS and eRG). The 5GS shall support Charging Data collection for Data Traffic to/from individual UEs in a CPN or PIN (i.e., UEs behind the PIN Element with Gateway Capability (PEGC) or eRG and/or PRAS). "Relay selection" within a PIN is enabled for both UEs and non-3GPP device and, through 5GS, supports a Mechanism for a PIN Element to select a relay for PIN direct connection.
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Presented by Vladimir Iglovikov:
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- https://x.com/viglovikov
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GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
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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/
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
LF Edge Akraino OH Pres to ETSI MEC ISG March 2021 Rev A
1. LF Edge Akraino Project
presentation to ETSI MEC ISG
March 23rd, 2021
Ike Alisson
LF Edge Akraino Documentation Sub-committee TSC Chair
2. Table of Contents
2
1. LF Edge Akraino Project
1.1 Overview
1.2 Akraino Stage 3 Project
1.3 Akraino Project Analytics by Contributors and Company Commits
1.4 Akraino TSC Sub-committees
1.5 Akraino Integration Projects (Blueprints) Lifecycle States and Reviews
1.6 Akraino R3 Overview
1.7 Akraino R4 Overview
1.8 Akraino ETSI MEC Blueprints
2. LF Edge Akraino Technology Information update process
3. LF Edge Akraino 2021 API related activities
3. 1.1 LF Edge Akraino Project Overview
- 20 < Blueprints (BPs), BPs Proposals & Development Projects
- set of Open Infrastructures & Application Blueprints (BPs)
- Coordination & Co-operation with Multiple Upstream Open Source
Communities/SDOs as:
- Airship,
- OpenStack,
- ONAP,
- ETSI MEC,
- GSMA,
- TIP,
- CNCF
- O-RAN
Objective: To deliver a fully integrated stack
3
4. 4
- LF Edge Stages - Definitions & Expectations
Every Foundation Project has an associated Maturity
Level, as voted on under the approved Project Lifecycle
Document (PLD) Process.
- Projects of all maturities have access to Foundation
Resources.
- Stage 3: Impact Stage ('Top-Level') Definition
- Projects that have reached their Growth Goals and are
now on a Self-sustaining Cycle of Development,
Maintenance, and Long-term Support.
Impact Stage projects are widely used in Production
Environments and have Large, Well-established Project
Communities with a number of Contributors from at least two
(2) Organizations.
1. 2 LF Edge Akraino Project Overview: Stage 3 Project - 2
5. 1.3 LF Edge Akraino Project Analytics - Commits by Contributors and Companies
5
7. 1. 5 Akraino Project (Blueprint) Lifecycle States and Reviews phases
7
- Five (5) states that Projects goes through.
- A Project Lifecycle may extend across
Multiple Projects and Akraino Releases.
- The Procedure of moving from one(1) State to the next
one is independent from the Akraino Release
Lifecycle and the pace depends on each individual
Project.
- In order to effectively review Project progress, four (4)
Reviews are built-in to the Project Lifecycle, namely,
- Proposal,
- Incubation,
- Mature,
- Core
- Archived
8. 1. 6 Akraino Project R3 Overview
- Akraino Release 3 (R3) - approved in August 2020
- Akraino Release 3 (R3) included 6 new Blueprints:
1. 5G MEC/Slice System to Support Cloud Gaming, HD Video and
Live Broadcasting Blueprint
2. The AI Edge: Education Video Security Monitoring;
3. Micro-MEC
4. IEC Type 3: Android Cloud Native Applications on Arm servers on
the Edge
5. IEC Type 5: SmartNIC for Integrated Edge Cloud
6. Enterprise Applications on Lightweight 5G Telco Edge
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9. 1. 7 Akraino Project R4 Overview
- Akraino Release 4 (R4) - approved February 2021
- Connected Vehicle,
- AR/VR oriented Edge Stack for Integrated Edge Cloud (IEC),
- Radio Edge Cloud (REC),
- The AI Edge: Intelligent Vehicle-Infrastructure Cooperation
System(I-VICS),
- 5G MEC/Slice System to Support Cloud Gaming,
- HD Video and Live Broadcasting,
- IEC Type 3: Android Cloud Native Applications on Arm
Servers in Edge for Integrated Edge Cloud (IEC),
- Enterprise Applications on Lightweight 5G Telco Edge, Public
- Public Cloud Edge Interface (PCEI),
- The AI Edge: Federated ML Application at Edge,
- Private LTE/5G ICN
- IoT Workloads at the Smart Device Edge - Predictive
- Maintenance (with a Thermal Imaging Camera, Vibration Sensors).
9
17. 3. Akraino 2021 API related activities - 1
17
Akraino API Sub-committee TSC Mission:
Chair: Jeff Brower Co-Chair: Jane Shen
Develop an API Plan for the Akraino BPs Collaboration +
Development.
The TSC has asked the API subcommittee to identify commonality between APIs,
and possibly identify a “base” set of Akraino Edge Computing APIs.
This is future work, under discussion.
18. 3. Akraino 2021 API related activities - 2
18
• All R4 BPs Project APIs will be organized and published
on the API map page of the Akraino API Portal.
• The API Portal will include both:
- API Map Navigation and
- Search Capability
• In addition to BP Projects' mandatory baseline API info,
optional information about:
(a) Telco Network Interface APIs, and
(b) Kubernetes Environment APIs Info will be collected.
This will be used to support:
- One-stop API Presentation,
- Analysis, Comparison, finding similar APIs, and
- Sandbox/Sample Code.
Akraino Blueprint Projects R4 API Reporting Requirements