Christos Zarafetas's research while affiliated with University of Thessaly and other places

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Publications (9)


Experimental Evaluation of Orchestration Software for Virtual Network Functions
  • Conference Paper
  • Full-text available

March 2021

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125 Reads

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3 Citations

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Christos Zarafetas

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Thanasis Korakis

The adoption of Network Functions Virtualization (NFV) is considered as one of the enablers for a fully softwarized 5G architecture, that allows significantly higher flexibility for network service providers to instantiate services, conFigure and update them, as well as to truly realize multi-tenancy. The key enablers of the NFV technology lie in the evolution of virtualization technologies, such as the long established Virtual Machines, and the more recent paradigms of containers for micro-services, like docker and LXC. Such technologies allow the virtualization to span even to the wireless RAN, with fully softwarized base station architectures. Nevertheless, with the plethora of different virtualization technologies, several Virtual Infrastructure Managers (VIMs) and service orchestrators have emerged, each of them addressing different aspects for the provided services e.g. possible nomadic behaviour of the hosting computers, resource constrained devices hosting the services and services deployed for time critical services to name a few. In this work, we use a reference setup and experiment with some of the most widely adopted infrastructure managers, trying to experimentally derive and validate their differences under varying loads of traffic. Our results reveal the time needed for instantiating the same service function, for dockers, containers and Virtual Machines, for a different number of VNFs.

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Service Orchestration Over Wireless Network Slices: Testbed Setup and Integration

December 2020

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93 Reads

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12 Citations

IEEE Transactions on Network and Service Management

Network Functions Virtualization Management and Orchestration (NFV-MANO) provides a standardized approach for the management and effortless deployment of (virtual) services. Although NFV-MANO initially focused on the deployment of services over datacenters, the introduction of fully softwarized network architectures even for the wireless network creates fertile ground for the re-conception of the manner through which the underlying hardware is managed. In this paper, we consider the case of an open experimentation testbed, with focus on wireless networking, and adopt the Open Source MANO framework for provisioning virtual services on top of the experimentation equipment. We extend the Virtual Infrastructure Managers (VIMs) of the NFV-MANO architecture in two well-known frameworks (Openstack and OpenVIM) for the testbed in order to create and handle virtualized wireless network interfaces, hosted on the generic networking nodes of the testbed. Through our contributions, existing VNFs can be deployed over the testbed interconnected over wireless links, specified during the on-boarding phase. The extensions are introduced transparently to the existing operation of the platform, in order to allow the portability of network services and network functions to other instances as well. We focus on providing virtual functions inter-networked over wireless links, which traditionally are not handled by the framework, and allow easier interaction of the end-users with the testbed. We benchmark the framework in terms of performance and analyze the deployment case of a softwarized 5G Radio Access Network in a real testbed deployment.


Virtualized Heterogeneous 5G Cloud-RAN deployment over Redundant Wireless Links

July 2019

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36 Reads

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1 Citation

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Christos Zarafetas

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[...]

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Thanasis Korakis

5G networks bring increased flexibility for the operator at different levels. On one side, RAN disaggregation based on the Cloud-RAN concept allows the instantiation of base stations in an area based on demand, whereas on the other side NFV-MANO orchestration brings effortless delivery of services deployed over distributed infrastructure. In this paper, we demonstrate a disaggregated heterogeneous Cloud-RAN, consisting of cellular and WiFi infrastructure, deployed through the Open Source MANO orchestrator in the distributed infrastructure of a testbed. Through a pair of mmWave and WiFi redundant links, we backhaul the RAN and in case of a broken link, seamlessly switch technologies without affecting the traffic delivered to the end-user.


Spectrum Coordination for Disaggregated Ultra Dense Heterogeneous 5G Networks

June 2019

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16 Reads

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2 Citations

Cloud-RAN paves the way for flexible network management and control in the upcoming 5G and beyond networks. The base station disaggregation in different functional elements facilitates the incorporation of heterogeneous technologies in the user access network (e.g. 5G-NR, LTE, WiFi). Network densifica-tion and integration of heterogeneous technologies enables larger network capacity through the aggregation of multiple links, thus assisting the transition from the existing network infrastructure to innovative 5G networks. Nevertheless, as Ultra-Dense Heterogeneous Networks may operate in the same wireless spectrum, their performance potential may be hindered through the operation in overlapping frequencies. Thus, efficient coordination is required between the involved heterogeneous technologies. In this work, we consider a disaggregated base station setup, based on the current standards for 5G-NR, with capabilities to incorporate heterogeneous technologies for serving the UEs. We develop signalling between the heterogeneous Distributed Units and the Central Unit, and apply a spectrum coordination algorithm for optimal use of the wireless spectrum. We use OpenAirInterface as our development platform, and evaluate our results in a real testbed setup.


Integrating NFV-MANO with Wireless Services: Experiences and Testbed Development

November 2018

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66 Reads

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3 Citations

Network Functions Virtualization Management and Orchestration (NFV-MANO) aims to provide a common interface for technology developers and service operators for the instantiation of virtual network functions over generic equipment. Nevertheless, although NFV-MANO is currently targeting datacenter operations and the deployment of virtual services (through Virtual Machines or containers), it can easily extend to generic networking devices, and alter their operation based on the deployed network functions. In this paper, we consider the case of a wireless testbed, with focus on wireless networking, and adopt the OpenSourceMANO framework for provisioning of services on top of the equipment. We provide the necessary extensions to the framework in order to deploy services over virtualized wireless network interfaces, hosted on the generic networking nodes of the testbed. The extensions we focus on regard the provisioning of virtual functions over wireless links, that are traditionally not handled by the framework, and allow easier interaction of the end-users with the testbed.


Fig. 1: 5G Data Plane architecture for the CU/DU split III. SYSTEM ARCHITECTURE In this section, we describe the system architecture and the protocol that we developed for the intercommunication between the CU and the heterogeneous DUs. We use as a reference architecture the 5G RAN architecture (see Fig. 1), and as our implementation platform the OpenAirInterface platform. Hence, our reference networking stack is 4G stack, and we analyze the processes that take place in our developed functionality for the CU, the LTE DUs and the WiFi DUs. A. Central Unit 
Fig. 2: CU and DU split in OAI and the transported F1-U packet format 
Cloud-Based Convergence of Heterogeneous RANs in 5G Disaggregated Architectures

May 2018

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8,121 Reads

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30 Citations

Cloud-RAN based architectures are widely considered a fundamental part of 5G networks. As a consequence, in the upcoming standards for 5G RAN, disaggregating the RAN functionality between a Central Unit (CU) and multiple Distributed Units (DUs) is considered, addressing the splitting of the 5G protocol stack at the PDCP/RLC point. This split is expected to bring numerous advantages to mobile network operators, as through the isolation of the stack from the PDCP layer and upwards, the CU will be able to act as the Cloud-based convergence point among multiple heterogeneous technologies in the provisioned networks and hence able to serve multiple heterogeneous DUs. Moreover, data rate requirements for this type of split are not very demanding, thus allowing the IP-based transferring of data from the DU to CU and vice-versa. In this work, we propose, implement and evaluate a protocol for a Cloud-RAN based architecture allowing the selection and dynamic switching of different heterogeneous networks in the RAN. We rely on the open source OpenAirInterface platform and extend it to support data plane splitting of the LTE functionality, and the subsequent data injection to WiFi networks. We evaluate the platform using a real network setup, under several scenarios of network selection and different delay settings.



Forging Client Mobility with OpenFlow: an experimental study

April 2016

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22 Reads

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9 Citations

The wide proliferation of IEEE 802.11 compatible devices and the provisioning of costless Internet connectivity in most cases, have created fertile ground for investigating seamless client mobility and handoff management from a cellular technology to any wireless access point available. Although handoffs and client mobility are currently addressed by the IEEE 802.21 standard along with mobility management protocols such as Mobile IPv6, yet no remarkable efforts exist for the wide deployment of such solutions. Moreover, the adoption of such architectures requires considerable changes in the mobile node's networking stack. In this work, we propose a Software Defined Networking technology inspired scheme for managing client mobility among heterogeneous wireless networks, by adopting changes only on the network edges. Our solution is compatible with the existing IPv4 and IPv6 addressing solutions. By employing the OpenFlow technology on the border of our network with the Internet, we manage to keep both ends of the network aware of any topology changes, and thus preserve any already established connections, resulting in a seamless handoff process. We evaluate our technique in a real network setup, by employing WiFi and LTE technologies and benchmark it using higher layer protocols with multi-homing features, namely Stream Control Transmission Protocol and Multipath TCP.


Fig. 1. LTErf architecture; different modules on the southbound interface are used to configure the different components
Fig. 2. The NITOS LTE Testbed Architecture; two different deployments in an indoor RF isolated and outdoor prone to RF interference setups with diverse LTE equipment. 
Fig. 3. Experimental topology for federating the WiMAX and LTE testbed islands; our techniques enable for user-defined OpenFlow support beyond the EPC network or an ASN-GW. 
Fig. 4. Throughput experiment results with the federated infrastructure.
Enabling open access to LTE network components; the NITOS testbed paradigm

April 2015

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462 Reads

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52 Citations

The lessons already learned from the existing protocols operation are taken into deep consideration during the standardization activities of the potential technologies opted for the future 5th Generation mobile networks. Prior research on wireless technologies in general has clearly shown the need for open programmable experimental facilities which can be used for the implementation and evaluation of novel algorithms and ideas under real world settings, even directly comparable to existing technologies and methodologies. Nevertheless, provisioning of such testbed platforms mandates the respective tools which will enable access to the testbed resources and will expose the maximum possible flexibility in configuring them. In this work, we present our efforts in building such a facility, along with the tools and services that cope with such requirements. The facility upon which we build is the long-established NITOS wireless testbed, which is offering commercial as well as open source LTE components in a 24/7 basis.

Citations (7)


... K-Bench [38] is a framework for assessing the performance of Kubernetes' control and data plane with support for pod start, networking, and I/O metrics. Nomad has not been investigated much in the scientific literature, only in conjunction with the deployment of network services [36,37]. To the best of our knowledge, no recent work focuses on as many CO tasks as this work and supports different container orchestration frameworks. ...

Reference:

A Systematic Approach for Benchmarking of Container Orchestration Frameworks
Experimental Evaluation of Orchestration Software for Virtual Network Functions

... Addressing the deployment issue of service function chains in current virtualized networks, literature (Chang et al., 2018;Panek et al., 2023;Tang et al., 2019) has investigated VNF embedding and deployment problems. Reference (Makris et al., 2021) explores SFC mapping within NFV and joint topology design. A reseller of wireless communications services is known as a mobile virtual network operator, or MVNO. ...

Service Orchestration Over Wireless Network Slices: Testbed Setup and Integration

IEEE Transactions on Network and Service Management

... Thus, it can be applied to networks using other access mechanisms and different physical access schemes other than the ones used in Wi-Fi (CSMA/CA and OFDM/OFDMA). We apply the scheme in a novel disaggregated 5G Cloud-RAN, based on our prior contributions in [27]. The ML approach is based on a Gated Recurrent Unit (GRU) Neural Network, which has been selected over other approaches after extended testing and evaluation of the training time needed and achieved prediction accuracy. ...

Spectrum Coordination for Disaggregated Ultra Dense Heterogeneous 5G Networks
  • Citing Conference Paper
  • June 2019

... The framework is called OpenFlow Handoff Control (OHC) [34] and is consisting of two different entities; the mobile clients and the destination servers. During a handoff, network address changes take place at the mobile host, which break the established connections if no proper management is applied. ...

Forging Client Mobility with OpenFlow: an experimental study

... In [23] the authors model and use simulations to validate their approach on adaptive and dynamic VNF allocation problem when considering VNF migration in service function chains, even when using wireless networks for their control channel. In [1] we presented an initial approach for extending the OSM orchestrator in order to provide services with wireless connectivity. However, the information model for the communication between OSM and the VIM is altered, as changes were required at the Service Orchestrator (SO) and Resource Orchestrator (RO) components of the NFV-MANO architecture. ...

Integrating NFV-MANO with Wireless Services: Experiences and Testbed Development
  • Citing Conference Paper
  • November 2018

... These entities are the Centralized Unit (CU) and the Distributed Unit (DU). The most widely adopted functional split option is the 3GPP 7.2x split [12], according to which CU supports the higher layers of the protocol stack encompassing SDAP, PDCP, and RRC, Meanwhile, DU supports the lower layers, including RLC, MAC and PHY. The CU comprises the control plane (CU-CP), which includes the RRC layer, and the user plane (CU-UP), which contains the SDAP layer, as more thoroughly described in [13]. ...

Cloud-Based Convergence of Heterogeneous RANs in 5G Disaggregated Architectures

... The frequency range is 2.503 GHz. In Makris et al, 12 the NITOS testbed is proposed at the University of Thessaly, Greece. The proposed testbed supports a variety of technologies in indoor, outdoor, and RF-isolated configurations for offices with frequencies of 2.4 GHz and 5 GHz. ...

Enabling open access to LTE network components; the NITOS testbed paradigm