COREnext 3rd Plenary Meeting: Progress, Demonstrations, and Future Plans
The 3rd COREnext Plenary Meeting took place in Frankfurt/Oder on 13-14 February 2025, bringing together partners, researchers, and industry stakeholders to review progress, discuss key advancements, and align on the final steps towards project completion. Over two days, participants engaged in valuable discussions, assessed achievements against project KPIs, and explored technological demonstrations.
The meeting began with a warm welcome from Michael Roitzsch (Barkhausen Institut), the Project Coordinator, followed by a Mid-term Review summary presented by Fredrik Tillman (Ericsson). The agenda focused on tracking the project’s progress and defining strategies to meet the final-year objectives.
A significant portion of the meeting focused on Work Package updates, covering key advancements across various areas. Discussions addressed Digital & Trustworthy Analogue Components, highlighting efforts to enhance reliability and security in emerging computing architectures. The Lab Validators update provided insights into real-world application testing and technology readiness, and the Computation-Communication Platform session examined progress in integrating computing and communication technologies. Finally, the Outreach, Exploitation & Collaboration segment explored strategies to maximise project impact and strengthen industry partnerships.
Technological Demonstrations
The meeting featured key technological demonstrations showcasing advancements in security, efficiency, and system integration. Ericsson AB presented the Hardware Fingerprint Concept, a security mechanism that utilises the unique imperfections of radio hardware for secure communication and location authentication. Nokia demonstrated FPGA Multi-Tenancy, highlighting innovations in resource-sharing and scalability within FPGA-based architectures. Additionally, Barkhausen Institut showcased the M³ Platform, emphasising hardware/software co-design that enables seamless integration of heterogeneous accelerators into a unified system-on-chip, enhancing communication and computational efficiency, while IMEC demonstrated their work on using beam direction to prevent eavesdroppers from receiving a useful signal.
The Final Year of COREnext
As the project enters its final year, the focus remains on delivering impactful results. The meeting provided a valuable opportunity to reflect on progress, strengthen collaboration, and plan for the final phases of technology validation and dissemination.
A huge thank you to all participants for their engagement and contributions, and to IHP for hosting and organising this event. The insights and discussions from this meeting will ensure COREnext is going to achieve its objectives and leaves a lasting impact on the future of computing and networking.
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COREnext's Progress, Technological Achievements, and Impact on Sustainability
The COREnext project is at a crucial milestone as it undergoes its Mid-term Review, bringing together project partners and reviewers to assess progress, achievements, and challenges. This review is essential for reflecting on the project's ambition, its technological advancements, and the impact made in the first period. We are excited to talk with the COREnext Project Coordinator, Michael Roitzsch to gain insights into the review, discussing key highlights and lessons learned, and what lies ahead for the remainder of the project.
During the Mid-term Review, there was a focus on the project's ambition. How would you describe the progress made during the first period, and did it meet your expectations?
MR: The overall goal of COREnext is to infuse the next generation of mobile communication networks with trustworthiness built-in by default. In the beginning of the project, we had to stake out what this actually means and how we could design an architecture to support this vision. From this architecture, concrete component needs were derived. In the first period, the COREnext project not only delivered all of this work but can already show the first prototypes on the required components. We now have the building blocks we can put together in the second period.
In the technology achievements section, WP2 Trustworthiness and use cases were presented. What key developments have been made in ensuring trustworthiness across the project's use cases, and why are they important for COREnext's success?
MR: We selected three model use cases as condensation points for our thinking about trustworthiness. These are: augmented reality and XR, automotive infrastructure, and a smart city platform. Each of these use cases has clear requirements, where they are different from others: XR needs very low latency communication and high throughput data transfer. Automotive applications must securely coordinate between multiple participants and roadside infrastructure all acting within a distributed system. Finally, smart city use case emphasizes sustainability and energy efficiency needs. But across all these, trustworthiness is a common concern.
With WP3 focusing on disaggregation and computing architecture, how is the project advancing in terms of its goal to create a robust computing architecture for the next-generation infrastructure?
MR: In WP3, the project architecture must balance contradicting needs. Just some examples: Disaggregation increases flexibility by allowing flexible assignment of compute jobs to resources but can worsen energy consumption and overall efficiency. Improving security and isolation of processing workloads benefits trustworthiness but can worsen communication latency. We must think about these trade-offs and find solutions that balance or work around these constraints.
What are the key milestones achieved so far in the development of digital components, and how do they align with the project’s overall objectives (WP4)?
MR: WP4 addresses key elements of the mobile communication signal processing chain, replacing or advancing existing components to improve energy efficiency and trustworthiness. We have the first prototypes based on RISC-V processors as well as the M3 architecture for isolated computation. These components will be developed further and evaluated in the second period.
What specific roles do the analog components play in the broader context of the project’s architecture, especially in terms of signal processing and energy management (WP5)?
MR: The wireless radio interface is the most exposed and therefore most attackable interface. We have to particularly harden it against spoofing and malicious communication. In addition, we are developing polymer fibers as a novel interconnect technology for energy efficient disaggregation. These components complement the COREnext architecture.
What are the primary goals of the computation-communication platform integration, and what progress has been made toward achieving them (WP7)?
MR: Within WP7, COREnext will follow in the footsteps of the COREnect project and consult with industry and other external experts to compose a roadmap for further research needed. Within the first period, we conducted initial discussions internally but will bring these thoughts to a wider audience in the second period.
What have been the key findings from the lab validation tests conducted so far, and how do they impact the project's development trajectory (WP6)?
MR: Lab validation is still mostly in the planning phase and will ramp up significantly in the second period. We will verify that the components we have developed actually meet the expectations required by the COREnext architecture. This work package will be the ultimate reality check for our research.
The review agenda highlights a discussion on the project’s impact. What have been the major challenges or successes in demonstrating the technical output from period 1, and how has it influenced the next steps for COREnext?
MR: COREnext has made great progress in the first period. We have summarized our viewpoints, our vision, and our agenda in a whitepaper. It is available on the project website and presents our mission of bringing trustworthiness to the future of our communication infrastructure.
The COREnext project aims to contribute to several Sustainable Development Goals (SDGs). How do you see the project's technological advancements aligning with these SDGs, and what impact do you anticipate in terms of sustainability and societal benefits?
MR: We believe that trustworthiness in something as essential as our communication networks is a major foundation for our democratic society. In this sense, we contribute to the goals of stability and privacy. But COREnext also contributes to improving energy efficiency, which helps to realize a sustainable energy future.
How has the project management strategy ensured smooth coordination among the different work packages, and what are the key challenges in managing such a multidisciplinary team across various technical areas (WP1)?
MR: Our approach has been to foster collaboration amongst the partners with a flexible meeting structure. Ultimately, it is the individual researchers who make the tangible contributions, so it is also important to give them enough time and space to do their best work. Regularly we meet in person or online to update each other and coordinate the way forward.
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COREnext Trustworthy Analogue Components
Work Package 5 (WP5) of the COREnext project focuses on improving the reliability and performance of communication links through the development of analogue components. By leveraging hardware imperfections and advancing ultra-high-speed interconnect technologies, WP5 aims to provide secure and energy-efficient solutions for next-generation communication systems.
Enhancing Radio Link Trustworthiness
A significant focus of WP5 is the development of Radio Frequency Fingerprinting (RFF) technology. This method uses inherent hardware imperfections to enhance the reliability and security of radio links. Necessary training to validate RFF concepts data are obtained from software and hardware platforms covering different frequency bands, namely a sub-6GHz software-defined-radio, a sub-10GHz transmitter testbench and a sub-THz multiuser MIMO simulation platform. The latter one is furthermore designed to evaluate link robustness to imperfections and security threats such as eavesdropping in the challenging D-band.
Advancing Ultra-High-Speed Interconnects
WP5 is making progress in developing short-range, high-speed data communication using Plastic Microwave Fibres (PMFs). These fibres offer a practical alternative to traditional interconnects due to their low cost, reduced energy consumption, and adaptability to high-frequency ranges such as the H-, Y-, and D-bands. Recent achievements include the design and prototyping of integrated transmitters and receivers using advanced BiCMOS processes. Measurements have shown data transmission rates of up to 102 Gbps in the D-band and 30 Gbps in the Y-band. Additional work has focused on developing packaging solutions, including 3D-printed PMF holders and low-k material designs, to enhance integration and efficiency.
Sustainability and Industry Impact
WP5 also aligns with sustainability objectives by proposing means to reduce energy consumption and adopting environmentally friendly materials. For instance, the use of PFAs-free materials in PMFs addresses environmental and health concerns associated with traditional materials. Furthermore, a patent application has been submitted for the RF Fingerprinting authentication method, which highlights its potential to contribute to industry standards and practices. The work undertaken in WP5 supports an increase in technology readiness levels (TRLs) and creates opportunities for applications in secure and efficient communication hardware.
WP5’s developments in analogue components contribute to improving the trustworthiness and performance of communication systems. By addressing both security and operational efficiency, the results of this work support the foundation for reliable and energy-conscious networks in the 6G era.
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COREnext’s progress in Digital Components for 6G
The COREnext project’s Work Package 4 (WP4) focuses on developing foundational digital components for communication systems. By addressing key areas such as hardware acceleration for power efficient signal processing and protocol acceleration, hardware orchestration and trusted environments, WP4 contributes to the advancement of technologies required for 6G networks. Recent progress demonstrates developments in these areas.
Efficiency Increase
WP4 has delivered solutions aimed at improving the energy efficiency of communication systems. The introduction of programmable many-core RISC-V accelerators, including the TeraPool-SDR cluster, supports low-latency and high-throughput tasks necessary for 5G and future 6G systems. Additional work on vector processing accelerators and LDPC decoders has enabled efficient and reliable data transmission with throughput capabilities reaching gigabit-per-second levels. To optimise resource usage, WP4 developed AI-based MAC scheduling accelerators that improve resource allocation in complex networks.
Security Enhancements
In terms of security, the TokSek framework enables multi-tenant use of FPGA resources in cloud environments while maintaining data integrity and confidentiality. This approach addresses challenges in securely sharing hardware resources.
Further advancements include the virtualisation of DSPs to improve computational resource management and the development of tile-based processing platforms equipped with isolation mechanisms to enhance security. RF fingerprinting, used for device authentication, provides an additional layer of trust by accurately identifying devices in communication networks.
Contributions to Research and Standardisation
WP4 has produced several publications documenting the outcomes of its work, with contributions to open-source tools and methods. The RF fingerprinting technology has led to a patent application, indicating potential for future applications in communication systems.
The work aligns with Sustainable Development Goals (SDGs), particularly SDG9 (Innovation in Infrastructure) and SDG11 (Sustainable Cities). By focusing on energy efficiency, WP4 supports the broader goals of sustainable and resilient communication systems.
Readiness for Deployment
The technology readiness levels (TRLs) of platforms developed under WP4 have increased, indicating progress towards deployment. The validation of the RISC-V environment, encompassing both hardware and software, creates opportunities for practical application and further development in communication technologies.
WP4’s ongoing work in digital components contributes to the technical objectives of the COREnext project, with progress focused on addressing practical needs and ensuring alignment with long-term goals for communication system development.
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COREnext at Nokia Bell Labs Seminar: Driving Innovation with Impact
This summer, Nokia Bell Labs hosted an internal seminar that brought together around 40 participants, creating an engaging platform for knowledge sharing and collaboration. One of the highlights of the seminar was a presentation by José Luis González Jiménez from CEA-Leti, who delivered an insightful talk titled "Recent Investigations of Channel Aggregation Transceiver Architectures for D-band and H-band Communications".
The presentation showcased the latest research in advanced communications architectures, including contributions from the COREnext project.
Motivations for Polymer Microwave Fiber Communications
One part of the presentation focused on the motivations for Polymer Microwave Fiber (PMF) communications, where COREnext research was highlighted. PMF technology represents a new frontier in high-data rate communications, offering significant benefits for professional connectivity, data centers, connected industries, and medical equipment. The technology aims to replace traditional optical cables, such as 10-25GbE optical links, with more efficient solutions, providing telecom fronthaul applications with better flexibility and scalability.
The research also emphasized the role of PMF communications in bridging the gap between Baseband Units (BBUs) and Radio Heads (CPRI), showcasing how this approach could replace conventional optical cables, offering enhanced performance for on-board interconnections in various industrial and medical sectors.
Sustainability and Industry Impact
For nearly 100 years, Nokia Bell Labs scientists have made many groundbreaking discoveries and innovations including the transistor, the laser, Information Theory, UNIX and more. These breakthroughs have been recognized in the awarding of hundreds of prestigious prizes, including ten Nobel Prizes and five Turing Awards. Nokia Bell Labs continues to champion disruptive technologies for improving sustainability to make a measurable impact on society. By integrating the research results of projects like COREnext, Nokia Bell Labs is advancing the vision of connected industries that operate more efficiently, with reduced energy consumption and lower environmental impact.
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Driving Progress Towards SDG 9 and SDG 11 through Cybersecurity and Innovation
The Sustainable Development Goals (SDGs) are 17 interconnected goals established by the United Nations in 2015 to tackle pressing global challenges such as poverty, hunger, education, gender equality, sustainable energy, and climate change, with the aim of creating a better world by 2030. The COREnext project plays a pivotal role in advancing two of these goals: SDG 9: Industry, Innovation, and Infrastructure, and SDG 11: Sustainable Cities and Communities. By integrating cutting-edge digital components and architectural innovations, the project ensures that infrastructure and urban development remain both resilient and energy efficient.
Building Trustworthy and Resilient Digital Infrastructure (SDG 9)
SDG 9 aims to foster resilient infrastructure, promote sustainable industrialisation, and support innovation. As part of Work Package 4 (Digital Components: Components for power-efficient signal processing, and Components for isolation, orchestration & TEEs) in the COREnext project, the focus is on developing trustworthy infrastructure that ensures resilient industrial and societal digitisation. These digital components play a pivotal role in ensuring the security of industries and communities during digital transformation. COREnext enhances system security by implementing robust component isolation and minimizing trusted computing bases, thereby reducing the attack surface and improving overall resilience.
Additionally, Work Package 3 (Trustworthy Disaggregated Computing Architecture) contributes to SDG 9 by shaping an architecture that promotes secure and scalable digital infrastructure, which is vital for sustainable development in various sectors, from transport to energy. To fully achieve SDG 9 by 2030, investments in infrastructure - including transport, irrigation, energy, and information and communication technology - are crucial. Supporting Least Developed Countries (LDCs) through investments in advanced technologies, reducing carbon emissions, and expanding mobile broadband access are essential steps toward empowering communities and fostering sustainable development.
Enhancing Energy Efficiency for Sustainable Cities (SDG 11)
SDG 11 aims to make cities inclusive, safe, resilient, and sustainable. COREnext supports this by improving energy efficiency through accelerator integration, enabling hardware to perform tasks previously handled by software on general-purpose processors. The digital innovations within Work Package 4 enable the integration of energy-efficient solutions into digital infrastructure by systematically replacing inefficient components with more efficient alternatives. This facilitates the operation of smart cities with reduced energy consumption and lower carbon footprints, thereby promoting sustainability by optimizing energy consumption and management in urban environments.
Digitalisation also plays a vital role in boosting energy efficiency across various sectors, contributing directly to SDG 11's sustainability targets. By incorporating innovative technologies, cities can reduce their environmental impact, improve public services, and ensure long-term resilience to climate change and population growth.
What Needs to Be Done to Achieve SDG 9 and SDG 11 by 2030
While the COREnext project is making contributions, there is still work to be done to fully achieve these goals by 2030. For SDG 9, it is essential to:
- Continue investing in infrastructure in critical areas like transport, energy, and communication technology.
- Increase support for LDCs by investing in advanced technologies and ensuring their inclusion in global digital advancements.
- Focus on lowering carbon emissions through sustainable industrial practices.
- Improve access to mobile broadband, ensuring that all regions, particularly underserved ones, can benefit from digital innovations.
- For SDG 11, more efforts should be made to:
- Boost energy efficiency through further digitisation and integration of smart technologies in urban areas.
- Promote the use of sustainable energy solutions in cities to minimise their carbon footprint and improve the overall quality of urban life.
A Secure and Sustainable Path Forward
COREnext's contributions to SDG 9 and SDG 11 showcase how cybersecurity and digital innovation can directly impact global sustainability efforts. By prioritising trustworthy infrastructure, improving energy efficiency, and promoting inclusive digitisation, COREnext is helping to shape a future where industries and cities are not only more secure but also more sustainable. Achieving these goals by 2030 will require continued innovation, investment, and global collaboration.
Stay tuned for further updates as COREnext continues to drive forward the future of sustainable and secure infrastructure.
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Advancements in COREnext WP3 Architecture - Building Trustworthy and Efficient Systems for the Future
The COREnext project continues to make significant strides in developing advanced architecture for trustworthy and efficient digital infrastructures. The focus of Work Package 3 (WP3) is to ensure that the project’s architectural design not only meets the current technological needs but also anticipates future challenges. This post highlights the latest developments and achievements within WP3.
Objectives of WP3
WP3 is dedicated to translating the requirements outlined in Work Package 2 (WP2) into tangible architectural strategies. The first phase involved breaking down these requirements into architecture concerns, with a focus on defining disaggregation dimensions, data flows, and attacker models. The architectural design spans three key tiers: terminal, base station, and edge cloud, each with specific security and data flow requirements. The data flows between these tiers must be carefully managed to ensure efficiency and security, from the internal cores within systems-on-chip to services across radio links.
In the next phase, WP3 focused on identifying the necessary component innovations to advance both processing capabilities and system trustworthiness. This involved pinpointing the key technology building blocks that are essential for progressing the overall architecture. The team worked closely with WP4 and WP5 to translate these architectural needs into specific component advancements.
Balancing trustworthiness and efficiency is a core challenge in the architecture, and WP3 has been continuously analyzing the trade-offs. This work ensures that components developed in WP4 and WP5 meet the validation targets set by WP6.
Key Architectural Elements
The COREnext architecture comprises multiple tiers—terminal, base station, and edge cloud—each playing a critical role in managing data and ensuring secure communication. Data flows occur within system-on-chip cores, between servers on physical sites, and across radio links connecting these systems. Managing these flows effectively is essential for maintaining both efficiency and security.
Technology Building Blocks and Innovations
Significant progress has been made in identifying key technology building blocks that support the advancement of the COREnext architecture. Joint Communication and Sensing was identified as an essential capability, where communication antennas can be used for radar sensing. However, this approach raises privacy concerns that need to be addressed. In terms of performance, heterogeneous accelerators were identified to enhance both performance and energy efficiency.
Another critical innovation involves virtualization and disaggregation, which helps increase resource utilization by allowing more flexible allocation of computational power. For security, component isolation and access control were identified as key elements, implemented through capability-based systems that uphold the principle of least authority (POLA). In addition, WP3 developed systems for trusted execution and attestation, providing cryptographic proof of software operations on remote machines, which ensures secure execution across the network.
Challenges and Solutions in Integration
WP3 faced several challenges related to integrating a diverse set of components, often from third-party vendors. The project aims to balance trustworthiness and efficiency while incorporating both trusted and untrusted elements. To address these challenges, WP3 introduced the M³ hardware/software co-design platform, which helps reduce the system's attack surface. Additionally, a Trusted Communication Unit was developed to ensure secure isolation and communication between components.
Impact and Contributions
The advancements within WP3 have led to multiple impactful outcomes. So far, six publications have emerged from the work, contributing valuable knowledge to the community. The M³ platform is now available as open-source hardware and software, fostering further innovation and collaboration in the field.
WP3’s contributions have also extended into standardization and regulation. Enhancements to 3GPP RAN have been proposed, particularly for supporting low-end devices. Regulatory opportunities related to Joint Communication and Sensing were also identified, creating pathways for further integration of these technologies.
In addition to these technical advancements, WP3 plays a pivotal role in achieving the project’s sustainability goals. By aligning with Sustainable Development Goal (SDG) 9, the architecture promotes trustworthy infrastructure, essential for resilient industrial and societal digitization. WP3 also contributes to SDG 11 by integrating energy-efficient accelerators that support sustainable smart cities.
Product and Business Opportunities
WP3’s innovations offer significant benefits for European companies by focusing on trustworthiness and efficiency in their designs. The architecture is compatible with existing software stacks, which ensures seamless integration with traditional hardware components. Furthermore, by connecting the edge cloud with terminal systems, WP3 opens up new avenues for product development and business opportunities.
With the M³ platform available as open-source hardware and software, the project promotes open innovation, creating opportunities for other organizations to build upon its advancements. As COREnext progresses, the contributions of WP3 will continue to be central to its success, ensuring that both trustworthiness and efficiency remain at the forefront of its architecture.
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Frida Strombeck Presents Latest Research at European Microwave Week 2024
At the prestigious 27th European Microwave Week (EuMW 2024) in Paris, Frida Strombeck showcased the research on high-speed polymer microwave fiber communication technology. As part of the COREnext project, Frida's presentation focused on the findings outlined in her scientific paper titled "A Transmitter/Receiver Link for High Data Rate Polymer Microwave Fiber Communication at Y-band".
This paper presents the design and fabrication of a Y-band (170-260 GHz) ultra-high data rate transmitter (Tx) and receiver (Rx) using a 130 nm SiGe BiCMOS process. The system successfully demonstrates data rates up to 30 Gbps over a one-meter polymer microwave fiber (PMF) link, operating at a carrier frequency of 237 GHz. This achievement marks the first PMF link above 200 GHz to reach a one-meter distance, highlighting the potential of PMF technology as a robust and cost-efficient solution for high-frequency, high-data-rate communication systems, particularly in applications like intra-box or module-to-module vehicle communications.
The 27th edition of the European Microwave Week (EuMW 2024) took place in Paris, continuing the long-running series of successful microwave events that began in 1998. EuMW 2024 featured three co-located conferences: the European Microwave Conference (EuMC), the European Microwave Integrated Circuits Conference (EuMIC), and the European Radar Conference (EuRAD). In addition to these, the event hosted forums on Defence, Security and Space, the Automotive Forum, the 6G Forum, and a large trade show. Attendees had the opportunity to engage in conferences, workshops, short courses, and special events like Women in Microwave Engineering. The event also included Europe's largest RF and microwave trade show, complemented by technical seminars and exhibitor workshops showcasing commercial products and innovations.
Presentations at such high-profile conferences highlight the importance of innovative microwave technology in achieving faster and more reliable communication systems. The COREnext project, through research of this kind, continues to drive advancements in digital communication and infrastructure.
Stay tuned as the publication: "A Transmitter/Receiver Link for High Data Rate Polymer Microwave Fiber Communication at Y-band" will available soon on IEEE platform and our website!
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Advancing Real-Time Capabilities in Cyber-Physical Systems: Core-Local Reasoning with M³
RTAS'24 invites papers that describe case studies, applications, methodologies, and algorithms contributing to the state of practice in the design, implementation, verification, validation, and evolution of time-sensitive systems. That’s where Nils Asmussen, Sebastian Haas, Adam Lackorzyński, and Michael Roitzsch presented their paper, "Core-Local Reasoning and Predictable Cross-Core Communication with M³."
Their research addresses the need for security, heterogeneity, and real-time operation in modern cyber-physical systems. While traditional real-time operating systems like FreeRTOS offer high predictability, they lack the strong component isolation necessary for platform security. Conversely, microkernels provide this isolation but complicate real-time analysis due to their use of virtual memory and privileged CPU modes.
The team introduces an alternative approach with M³, a hardware/software co-design for heterogeneous systems that ensures strong isolation between cores. The real-time capabilities of M³ had not been explored until now. To address this, researchers assessed M³’s current real-time capabilities, comparing its communication latencies with other systems and examining its unique core isolation approach.
To enhance M³'s suitability for real-time applications, they introduced network-on-chip traffic regulation and enforced resource limits. These improvements allow for local reasoning about application execution, making M³ more effective for real-time tasks.
Their evaluation, conducted using an FPGA-based hardware prototype and simulations based on gem5, demonstrates the potential of M³ to meet the demands of secure and predictable real-time systems.
The full paper is available here.
See other COREnext scientific publications here.
Check the COREnext white paper here.
Exploring New Horizons in Datacenters: Disaggregation-Native Data Streaming
At the 2024 ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), Nils Asmussen and Michael Roitzsch presented their paper, "Towards Disaggregation-Native Data Streaming between Devices," during the 3rd Workshop on Heterogeneous Composable and Disaggregated Systems (HCDS).
Their research explores the emerging trend of disaggregation in datacenters, a method aimed at enhancing flexibility. Disaggregation involves using technologies like CXL to connect pools of CPUs, accelerators, and memory through a datacenter fabric. This setup allows applications to select the specific resources they need from these pools, optimizing performance and efficiency.
However, a challenge arises with data movement. Typically, data needs to be streamed through multiple devices, but instead of flowing directly from one device to another, it often gets staged in memory by a CPU. This staging can create delays and inefficiencies.
The researchers propose a solution: a disaggregation-native and device-independent data streaming facility. This innovation enables data to flow directly between devices without the need for intermediary staging in memory. The result is improved processing speeds and reduced latencies, making datacenters more efficient.
Their full paper can be accessed here.
Check out all list of COREnext scientific publications here.