Julius Schulz-Zander

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Julius Schulz-Zander is a Senior Researcher at the Fraunhofer HHI and TU Berlin. Since…

Berufserfahrung und Ausbildung

  • Fraunhofer Heinrich Hertz Institute, HHI

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Veröffentlichungen

  • Virtual Network Functions Orchestration in Wireless Networks

    IEEE 11th International Conference on Network and Service Management (CNSM '15)

    Network Function Virtualization (NFV) is emerging as one of the most innovative concepts in the networking landscape. By migrating network functions from dedicated middleboxes to general purpose computing platforms, NFV can effectively reduce the cost to deploy and to operate large networks. However, in order to achieve its full potential, NFV needs to encompass also the radio access network allowing Mobile Virtual Network Operators to deploy custom resource allocation solutions within their…

    Network Function Virtualization (NFV) is emerging as one of the most innovative concepts in the networking landscape. By migrating network functions from dedicated middleboxes to general purpose computing platforms, NFV can effectively reduce the cost to deploy and to operate large networks. However, in order to achieve its full potential, NFV needs to encompass also the radio access network allowing Mobile Virtual Network Operators to deploy custom resource allocation solutions within their virtual radio nodes. Such requirement raises several challenges in terms of performance isolation and resource provisioning. In this work we formalize the Virtual Network Function (VNF) placement problem for radio access networks as an integer linear programming problem and we propose a VNF placement heuristic. Moreover, we also present a proof-of-concept implementation of an NFV management and orchestration framework for Enterprise WLANs. The proposed architecture builds upon a programmable network fabric where pure forwarding nodes are mixed with radio and packet processing nodes leveraging on general computing platforms.

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  • OpenSDWN: Programmatic Control over Home and Enterprise WiFi

    1st ACM SIGCOMM Symposium on Software Defined Networking Research (SOSR '15)

    The quickly growing demand for wireless networks and the nu- merous application-specific requirements stand in stark contrast to today’s inflexible management and operation of WiFi networks. In this paper, we present and evaluate OpenSDWN, a novel WiFi architecture based on an SDN/NFV approach. OpenSDWN exploits datapath programmability to enable service differentiation and fine-grained transmission control, facilitating the prioritization of critical applications. OpenSDWN implements…

    The quickly growing demand for wireless networks and the nu- merous application-specific requirements stand in stark contrast to today’s inflexible management and operation of WiFi networks. In this paper, we present and evaluate OpenSDWN, a novel WiFi architecture based on an SDN/NFV approach. OpenSDWN exploits datapath programmability to enable service differentiation and fine-grained transmission control, facilitating the prioritization of critical applications. OpenSDWN implements per-client virtual access points and per-client virtual middleboxes, to render network functions more flexible and support mobility and seamless migration. OpenSDWN can also be used to out-source the control over the home network to a participatory interface or to an Internet Ser- vice Provider.

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  • Programming Abstractions for Software-Defined Wireless Networks

    IEEE Transactions on Network and Service Management (TNSM) Vol.: 12, Issue: 2

    Software-Defined Networking (SDN) has received, in the last years, significant interest from the academic and the industrial communities alike. The decoupled control and data planes found in an SDN allows for logically centralized intelligence in the control plane and generalized network hardware in the data plane. Although the current SDN ecosystem provides a rich support for wired packet–switched networks, the same cannot be said for wireless networks where specific radio data-plane…

    Software-Defined Networking (SDN) has received, in the last years, significant interest from the academic and the industrial communities alike. The decoupled control and data planes found in an SDN allows for logically centralized intelligence in the control plane and generalized network hardware in the data plane. Although the current SDN ecosystem provides a rich support for wired packet–switched networks, the same cannot be said for wireless networks where specific radio data-plane abstractions, controllers, and programming primitives are still yet to be established. In this work, we present a set of programming abstractions modeling the fundamental aspects of a wireless net- work, namely state management, resource provisioning, network monitoring, and network reconfiguration. The proposed abstractions hide away the implementation details of the underlying wireless technology providing programmers with expressive tools to control the state of the network. We also present a Software- Defined Radio Access Network Controller for Enterprise WLANs and a Python–based Software Development Kit implementing the proposed abstractions. Finally, we experimentally evaluate the usefulness, efficiency and flexibility of the platform over a real 802.11-based WLAN.

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  • Programmatic Orchestration of WiFi Networks

    USENIX Annual Technical Conference (ATC '14)

    With wireless technologies becoming prevalent at the last hop, today’s network operators need to manage WiFi access networks in unison with their wired counterparts. However, the non-uniformity of feature sets in existing solutions and the lack of programmability makes this a challenging task. This paper proposes Odin, an SDN-based solution to bridge this gap. With Odin, we make the following contributions: (i) Light Virtual Access Points (LVAPs), a novel programming abstraction for addressing…

    With wireless technologies becoming prevalent at the last hop, today’s network operators need to manage WiFi access networks in unison with their wired counterparts. However, the non-uniformity of feature sets in existing solutions and the lack of programmability makes this a challenging task. This paper proposes Odin, an SDN-based solution to bridge this gap. With Odin, we make the following contributions: (i) Light Virtual Access Points (LVAPs), a novel programming abstraction for addressing the IEEE 802.11 protocol stack complexity, (ii) a design and implementation for a software-defined WiFi network architecture based on LVAPs, and (iii) a prototype implementation on top of commodity access point hardware without modifications to the IEEE 802.11 client, making it practical for today’s deployments. To highlight the effectiveness of the approach we demonstrate six WiFi network services on top of Odin including load-balancing, mobility management, jammer detection, automatic channel-selection, energy management, and guest policy enforcement. To further foster the development of our framework, the Odin prototype is made publicly available.

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  • Towards Programmable Enterprise WLANs with Odin

    ACM HotSDN '12

    We present Odin, an SDN framework to introduce programmability in enterprise wireless local area networks (WLANs). Enterprise WLANs need to support a wide range of services and functionalities. This includes authentication, authorization and accounting, policy, mobility and interference management, and load balancing. WLANs also exhibit unique challenges. In particular, access point (AP) association decisions are not made by the infrastructure, but by clients. In addition, the association state…

    We present Odin, an SDN framework to introduce programmability in enterprise wireless local area networks (WLANs). Enterprise WLANs need to support a wide range of services and functionalities. This includes authentication, authorization and accounting, policy, mobility and interference management, and load balancing. WLANs also exhibit unique challenges. In particular, access point (AP) association decisions are not made by the infrastructure, but by clients. In addition, the association state machine combined with the broadcast nature of the wireless medium requires keeping track of a large amount of state changes. To this end, Odin builds on a light virtual AP abstraction that greatly simplifies client management. Odin does not require any client side modifications and its design supports WPA2 Enterprise. With Odin, a network operator can implement enterprise WLAN services as network applications. A prototype implementation demonstrates Odin's feasibility.

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  • AeroFlux: A Near-Sighted Controller Architecture for Software-Defined Wireless Networks

    Open Networking Summit 2014, in Cooperation with USENIX

    Applying the concept of SDN to WiFi networks is challenging, since wireless networks feature many peculiarities and knobs that often do not exist in wired networks: obviously, WiFi communicates over a shared medium, with all its implications, e.g., higher packet loss and hidden or exposed terminals. Moreover, wireless links can be operated in a number of different regimes, e.g., transmission rate and power settings can be adjusted, RTS/CTS mechanisms can be used.

    Indeed, due to the…

    Applying the concept of SDN to WiFi networks is challenging, since wireless networks feature many peculiarities and knobs that often do not exist in wired networks: obviously, WiFi communicates over a shared medium, with all its implications, e.g., higher packet loss and hidden or exposed terminals. Moreover, wireless links can be operated in a number of different regimes, e.g., transmission rate and power settings can be adjusted, RTS/CTS mechanisms can be used.

    Indeed, due to the non-stationary characteristic of the wireless channel, permanently adjusting settings such as transmission rate and power is crucial for the performance of WiFi networks and brings significant benefits in the service quality, e.g., through reducing the packet loss probability. Today’s rate and power control is mainly done on the WiFi device itself. But it is rarely optimized to the application-layer demands and their diverse traffic requirements, e.g., their individual sensitivity to packet loss or jitter. Therefore, if SDN for wireless can provide mechanisms to control the WiFi-specific transmission settings on a per-slice, per-client, and per-flow level, traffic and application-aware optimizations are feasible.

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  • Programming Software–Defined Wireless Networks

    IEEE 10th International Conference on Network and Service Management (CNSM '14)

    Programming a mobile network requires to account for multiple complex operations, such as allocating radio resources and monitoring interference. Nevertheless, the current Software–Defined Networking ecosystem provides little support for mobile networks in term of radio data–plane abstractions, controllers, and programming primitives. Starting from the consideration that WiFi is becoming an integral part of the 5G architecture, we present a set of programming abstractions modeling three…

    Programming a mobile network requires to account for multiple complex operations, such as allocating radio resources and monitoring interference. Nevertheless, the current Software–Defined Networking ecosystem provides little support for mobile networks in term of radio data–plane abstractions, controllers, and programming primitives. Starting from the consideration that WiFi is becoming an integral part of the 5G architecture, we present a set of programming abstractions modeling three fundamental aspects of a WiFi network, namely state management of wireless clients, resource provisioning, and network state collection. The proposed abstractions hide away the implementation details of the underlying wireless technology providing programmers with expressive tools to control the state of the network. We also describe a proof–of–concept implementa- tion of a Software–Defined Radio Access Network controller for WiFi networks and a Python–based Software Development Kit leveraging the proposed abstractions. The resulting platform can be effectively leveraged in order to implement typical control tasks such as mobility management and traffic engineering as well as applications and services such as multicast video delivery and/or dynamic content caching.

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  • Towards a Scalable and Near-Sighted Control Plane Architecture for WiFi SDNs

    ACM HotSDN '14

    Not much is known today about how to reap the SDN benefits in WiFi networks-a critical use case given the increasing importance of WiFi networks. This paper presents AeroFlux, a scalable software-defined wireless network, that supports large enterprise and carrier WiFi deployments with low-latency programmatic control of fine-grained WiFi-specific transmission settings. This is achieved through AeroFlux's hierarchical design. We report on an early prototype implementation and evaluation…

    Not much is known today about how to reap the SDN benefits in WiFi networks-a critical use case given the increasing importance of WiFi networks. This paper presents AeroFlux, a scalable software-defined wireless network, that supports large enterprise and carrier WiFi deployments with low-latency programmatic control of fine-grained WiFi-specific transmission settings. This is achieved through AeroFlux's hierarchical design. We report on an early prototype implementation and evaluation, showing that AeroFlux can significantly reduce control plane traffic.

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Projekte

  • Software-Defined Wireless Networking Project

    –Heute

    Development of OpenSDWN, a novel WiFi architecture which combines the benefits of WiFi, SDN and NFV. OpenSDWN exploits datapath programmability to enable service differentiation and fine-grained transmission control, facilitating the prioritization of critical applications. OpenSDWN implements per-client virtual access points and per-client virtual middleboxes, to render network functions more flexible and support mobility and seamless migration. OpenSDWN targets home, enterprise and ISP…

    Development of OpenSDWN, a novel WiFi architecture which combines the benefits of WiFi, SDN and NFV. OpenSDWN exploits datapath programmability to enable service differentiation and fine-grained transmission control, facilitating the prioritization of critical applications. OpenSDWN implements per-client virtual access points and per-client virtual middleboxes, to render network functions more flexible and support mobility and seamless migration. OpenSDWN targets home, enterprise and ISP hotspot networks.

  • Berlin Open Wireless Lab

    –Heute

    Project Lead of the Berlin Open Wireless Lab (BOWL).

    BOWL is a wireless experimental networking platform for mobile internet research and development. The network consists of more than a hundred 802.11-based Access Points located indoor and outdoor (on rooftop, distributed across the campus). The network can be configured to serve as an infrastructure access network, a mesh network or as a wireless backhaul.

    The testbeds are OpenFlow-enabled and are currently used for the…

    Project Lead of the Berlin Open Wireless Lab (BOWL).

    BOWL is a wireless experimental networking platform for mobile internet research and development. The network consists of more than a hundred 802.11-based Access Points located indoor and outdoor (on rooftop, distributed across the campus). The network can be configured to serve as an infrastructure access network, a mesh network or as a wireless backhaul.

    The testbeds are OpenFlow-enabled and are currently used for the Software Campus SDWN Project.

  • Industrial Communication for Factories (IC4F)

    IC4F - Industrial Communication for Factories is a 20 M Euro worth flagship project with the goal of developing safe, robust, and realtime communication solutions for the manufacturing industry. By mid of 2020, 15 project partners from industry and research will develop a technology toolkit for a trustworthy infrastructure based on industrial information and communications technology (ICT). The project strives for an open architecture that extends across domains and allows a modular extension…

    IC4F - Industrial Communication for Factories is a 20 M Euro worth flagship project with the goal of developing safe, robust, and realtime communication solutions for the manufacturing industry. By mid of 2020, 15 project partners from industry and research will develop a technology toolkit for a trustworthy infrastructure based on industrial information and communications technology (ICT). The project strives for an open architecture that extends across domains and allows a modular extension for new applications and communication technologies. In particular, the technology kit will enable users to select a specific migration path along with the right ICT technologies according to the new requirements in the scope of the industrial Internet / Industry 4.0. The project is supported by the Federal Ministry of Economics and Energy (BMWi) within the PAiCE funding program.

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Auszeichnungen/Preise

  • Best Paper Award

    IEEE CNSM 2014

    Programming Software-Defined Wireless Networks

  • Best Demo Award

    IEEE INFOCOM 2013

    Thor: Energy Programmable WiFi Networks

  • Student Travel Grant

    ACM

    SIGCOMM 2012

  • Software Campus Program

    BMBF

    Awarded a 100k Euro grant for research on Software-Defined Networking.

    "Software Campus trains and professionally develops tomorrow’s senior IT executives while opening up excellent career prospects to young IT experts in Germany. Software Campus combines scientific leading-edge research with hands-on management practice into an entirely new and innovative concept.

    Software Campus seeks outstanding masters’ and doctoral students enrolled in computer science programs or…

    Awarded a 100k Euro grant for research on Software-Defined Networking.

    "Software Campus trains and professionally develops tomorrow’s senior IT executives while opening up excellent career prospects to young IT experts in Germany. Software Campus combines scientific leading-edge research with hands-on management practice into an entirely new and innovative concept.

    Software Campus seeks outstanding masters’ and doctoral students enrolled in computer science programs or computer-science related disciplines with a keen interest in taking over executive management functions in the industry and/or in business establishment. This executive development program, which is funded by the German Federal Ministry of Education and Research (BMBF), enjoys the support of a total of 19 partners from the industry and research." [1]

    [1] http://www.softwarecampus.de/en/home/

Sprachen

  • Deutsch

    Muttersprache oder zweisprachig

  • Englisch

    Verhandlungssicher

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