High-Speed Multithreaded IP Flow Exporter for Machine Learning

Our team develops hardware accelerated technologies especially for monitoring high-speed network links for many years and in May 2021, we reached a new milestone. In combination with a hardware card equipped with an FPGA capable of 200Gb/s, the monitoring probe is able to process over 175Gb/s and export extended IPFIX data. The whole measurement of the developed prototype was based on the new version of the ipfixprobe software. This IP flow exporter is an open source project capable of exporting IPFIX output data extended with various...

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Hardware Acceleration

Our technologies make use of programmable hardware (FPGA) which allows us to keep pace with the ever-increasing speeds of networks. We focus at 40G, 100G and 400G Ethernet, all as running prototypes, not just powerpoint presentations. High-speed packet processing algorithms and architectures are one of our main research topics. We have experience in designing acceleration cards. For 400GE, we have designed with Reflex CES highly optimised FPGA SmartNIC. We have created easy to use Network Development Kit (NDK) for rapid prototyping of new...

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Flow Monitoring

Flow Monitoring

Network traffic monitoring is an essential component of every modern network infrastructure. For the large ones, it is currently the best practice to use technology based on IP flows, which is exactly the scope of interest in our R&D activities. Since we are responsible for traffic monitoring of the national research and education network perimeter , we have to deal with state-of-the-art high bandwidth data networks with communication speeds exceeding 100Gb/s. Therefore, we develop unique hardware cards with HANIC firmware that are...

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Security

Supporting network security management is one of the main goals of our technologies. We have created an open-source framework for real-time analysis of the monitored flow data (NEMEA) and developed a number of methods for detection of various types of malicious network traffic. Many of these detection methods are based on modern machine learning techniques. We also undertake research and development in the area of Cyber Situational Awareness, focused on gathering data about sources of malicious activities (NERD) and on autodiscovery of...

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Machine Learning

We are heavily using modern machine learning (ML) methods in the areas of network traffic analysis and security. We have successfully applied ML for classification of encrypted traffic, detection of different types of attacks, prediction of future attacks, or detection of coordinated behavior of malicious IP addresses. We are continuously exploring the potential of ML techniques in other use cases.

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Configuration via NETCONF

Configuration via NETCONF

Our devices and applications take into account the need of remote configuration. We implement NETCONF protocol for this purpose. We publicly provide libnetconf, the general implementation of the NETCONF protocol communication and NETCONF datastores management. Furthermore, we develop Netopeer system providing NETCONF client and mainly NETCONF server application for any device or...

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COMBO-200G2QL

COMBO-200G2QL

2 × QSFP28 transciever cage 2x PCI-Express generation 3, 16 lanes each (128 + 128Gbps) FPGA Virtex UltraScale+ 3×72Mb QDRIIIe SRAM to 3×288Mb QDRIIIe SRAM Precise timestamp input 200 Gbps throughput to RAM DPDK support

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COMBO-100G2Q

COMBO-100G2Q

2 × QSFP28 transciever cage PCI-Express generation 3, 16 lanes FPGA Virtex-7 H580T 3 × QDR-IIIe SRAM 675 MHz, 72 Mib each Precise timestamp input 100 Gbps throughput to RAM DPDK support

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Media Converter

Media Converter

Our custom built media converter Converts 10 channels XFP to SFP+ and back, suports protocols SONET OC-192, 8x/10x Fibre Channel, CPRI Can be used for signal amplification and/or SM-MM conversion SPF+, 10 Gbps, power level 1, 2 XFP, 10 Gbps, power level 1, 2, 3, 4 Remote management, OS Linux Amlogic ARM® Cortex®-A5 1.5Ghz quad core CPUs, 1Gbyte DDR3 RAM Gigabit Ethernet,  RJ-45, USB 2.0 Host x 4, HDMI-A Case 1U/19″ (436mm x 44.5mm x 220mm)

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Netcope Technologies

Netcope Technologies

Netcope Technologies is a leading manufacturer and provider of high-performance network solutions. They excel in packet capture and packet processing technologies and low-latency trading solutions. Their focus is on delivering state-of-the-art solutions for high-speed and low-latency networks. Their products are deployed world-wide. The Netcope Technologies portfolio covers the whole field of products for the hardware acceleration of network traffic processing using FPGA technology. These products are ideal for all OEM vendors, R&D...

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