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ipoque

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uuid000cgjv

Namestring
ipoque
Legal namestring
ipoque GmbH
Websiteurl
ipoque.com
Company typeenum
Private
Founded yearint
2005
Descriptiontext

ipoque GmbH is a Leipzig-headquartered developer of next-generation Deep Packet Inspection (DPI) software and network analytics solutions, operating as a wholly-owned subsidiary of Munich-based Rohde & Schwarz Group since its 2011 acquisition. The company builds two core OEM DPI engines—R&S PACE 2 for traditional scalar packet processing and R&S vPACE for VPP/cloud-native environments—plus a GTP correlation module (R&S GSRM) for subscriber awareness in 3G/4G/5G mobile networks and a turnkey analytics suite (R&S Probe Observer) targeting Open RAN, 5G core, SD-WAN, and hybrid cloud deployments. Its technology combines deep packet inspection, behavioral and statistical analysis, and machine learning—including Encrypted Traffic Intelligence using CNN, RNN, LSTM, and decision-tree algorithms—to classify thousands of protocols and applications in real time, including encrypted and obfuscated traffic.

The company serves four primary customer segments: telecommunication providers seeking subscriber-level visibility and service assurance; network operators and enterprises needing traffic intelligence across hybrid and multi-domain environments; cybersecurity teams and vendors requiring protocol-level threat detection; and OEM network equipment and security vendors that embed ipoque's DPI libraries into their products. Revenue derives from OEM software licensing/royalties, subscription-based turnkey analytics solutions, and professional integration services, distributed through direct enterprise sales, OEM licensing channels, and technology partners including Accel Solutions (BBT.live), Niagara Networks, and Graphiant. R&S Probe Observer was recognized with the Open RAN Excellence Award at The Fast Mode Awards 2025. The company maintains a global footprint via Rohde & Schwarz's presence in 70+ countries.

Short descriptiontext

ipoque GmbH, a Rohde & Schwarz subsidiary, develops next-generation Deep Packet Inspection software and GTP correlation modules, serving telecom operators, enterprises, cybersecurity vendors, and OEM equipment manufacturers with real-time IP traffic analytics.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
51–100
akta.pro rankint
HeadquartersLeipzig, Germany
HQ citystring
Leipzig
HQ countrystring
Germany
HQ regionstring
Europe
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
deep packet inspection, network traffic analytics, IP classification software, GTP correlation modules, OEM DPI engines
Industry1 code
1Intrusion Detection & Prevention Systems (IDS/IPS)
CodeHDAFAFADPrimaryYes
NAICS code2 codes
  • Custom Computer Programming Services541511
  • Security Systems Services (except Locksmiths)561621
SIC code1 code
  • Instruments For Meas & Testing Of Electricity & Elec Signals3825
Product category
Network Analytics Software
Social media profiles3 records
GTM motion3 records

Each record includes

Type, Description, Source

Revenue model3 records
1OEM Software Licensing
TypeLicensing Royalties
Description

ipoque licenses its DPI software libraries (R&S®PACE 2, R&S®vPACE) and GTP correlation modules to network equipment vendors, security vendors, and telecommunications equipment manufacturers. Vendors embed the software into their products as OEM components.

ipoque.com
2Turnkey Network Analytics Solutions
TypeSubscription Recurring
Description

ipoque sells complete network analytics products like R&S®Probe Observer directly to communication service providers (CSPs) and network operators as ready-to-use monitoring solutions.

ipoque.com
3Professional Services
TypeProfessional Services
Description

ipoque provides integration support, consulting, and technical support services to customers deploying DPI technology, as evidenced by references to application architecture design and integration support.

ipoque.com
Marketing channels7 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels3 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components4 values
Personnel, Technology or R&D, Marketing or Sales, Operations
GTM typeB2B
B2B
Offering typeSoftware
Software
Brand1 of 4 records shown
1R&S PACE 2
Description

DPI engine for application awareness - next-generation deep packet inspection software

ipoque.com
+3 more records
Core offering1 text field

ipoque develops and licenses next-generation Deep Packet Inspection (DPI) software engines (R&S PACE 2 for scalar processing and R&S vPACE for VPP/cloud-native environments) and the R&S GSRM GTP correlation module as OEM libraries to network equipment and security vendors. It also sells the turnkey R&S Probe Observer network analytics suite directly to telecom operators and network operators for real-time traffic visibility, subscriber awareness, and encrypted traffic intelligence.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 4 values shown
  • Classification accuracy of 100% with virtually no false positives
+3 more records
Product overview1 text field

ipoque offers a portfolio of next-generation DPI software solutions for network analytics and traffic visibility. The core offering consists of two DPI engine variants: R&S®PACE 2 for traditional scalar packet processing environments, and R&S®vPACE optimized for VPP/cloud-native architectures. These engines are licensed as OEM software libraries to network equipment and security vendors for embedding into their products. For customers seeking ready-to-use solutions, ipoque provides the turnkey R&S®Probe Observer network analytics suite that bundles DPI technology into a complete monitoring product. The R&S®GSRM GTP correlation module adds subscriber awareness for mobile networks by correlating user and control plane data. The company also offers advisory services through its 'Build or Buy DPI' program. All solutions support real-time application identification, encrypted traffic intelligence (ETI), and classification accuracy rated at 100% with minimal false positives.

Product and service5 records
1R&S PACE 2
CategoryDPI software library
Description

Advanced OEM deep packet inspection (DPI) software library that uses deep packet inspection, behavioral and statistical analysis, and machine learning to reliably identify and classify thousands of network protocols and applications, including encrypted and obfuscated traffic. Designed for scalar packet processing environments and embedded by network equipment and security vendors.

2R&S vPACE
CategoryDPI software library
Description

VPP-native DPI engine optimized for Vector Packet Processing (VPP) and cloud computing environments, offering enhanced CPU-cycles-per-packet and linear scalability for cloud-native architectures and demanding use cases such as mobile broadband and low latency (MBBLL).

3R&S Probe Observer
CategoryNetwork analytics monitoring solution
Description

Ready-to-use network analytics suite providing deep insights into network performance, application behavior, and subscriber experience. A turnkey DPI-based analytics solution for Open RAN, 5G core, SD-WAN, and hybrid cloud environments with real-time traffic visibility across disaggregated multi-vendor networks.

4R&S GSRM (GTP Correlation Module)
CategoryGTP correlation module
Description

GTP correlation module providing user and control plane correlation for mobile subscriber awareness in 3G, 4G, and 5G networks. Enables session-aware traffic aggregation, filtering, and load balancing for service assurance, performance optimization, and mobile network security.

5Build or Buy DPI advisory
CategoryAdvisory service
Description

Advisory engagement that helps organizations decide whether to build proprietary deep packet inspection internally or purchase commercial DPI software from vendors such as ipoque.

Scale indicator5 records

Each record includes

Type, Value, Description, Source

Partnership4 partners
Strategic tierCoreTypeOEM/ Whitelabel/ Licensing PartnerAnnounced on2022-11-08
Description

ipoque's DPI engine R&S®PACE 2 is deployed in Accel Solutions' BeBroadband™ Edge software, a software-defined cloud-based connectivity solution for service providers. The partnership enables real-time application and threat awareness for SD-WAN and SDx services.

Strategic tierCoreTypeOEM/ Whitelabel/ Licensing Partner
Description

Niagara Networks integrates R&S®GSRM for subscriber-aware mobile traffic visibility in their network visibility solutions.

Strategic tierCoreTypeOEM/ Whitelabel/ Licensing Partner
Description

Graphiant uses VPP DPI engine R&S®vPACE to deliver secure and performant enterprise connectivity through their network infrastructure.

Strategic tierFlagshipTypeOthers
Description

ipoque GmbH is a Rohde & Schwarz company, acquired in 2011. Rohde & Schwarz is a technology group offering solutions in test & measurement, technology systems, and networks & cybersecurity with nearly 90 years of history.

Recent move5 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight6 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

Sandvine is a direct DPI competitor offering network intelligence and policy control solutions to telcos and CSPs, overlapping with ipoque's PACE 2, vPACE, and Probe Observer offerings for traffic classification and analytics.

TypeDirect peer
Description

Allot is a direct DPI competitor providing network intelligence, security, and parent-control solutions to telcos and enterprises, competing with ipoque's application classification and subscriber-aware analytics.

TypeBroad incumbent
Description

NetScout offers nGenius network performance management and packet flow visibility for service providers and large enterprises, broadly overlapping with ipoque Probe Observer for traffic analytics in 5G, SD-WAN, and hybrid cloud.

TypeBroad incumbent
Description

Cisco embeds DPI within IOS, ASR/ISR platforms, ThousandEyes, and security products, and is also a potential OEM customer; broadly overlaps ipoque in networking and security traffic analytics.

TypeBroad incumbent
Description

VIAVI provides network test, measurement, and visibility solutions (including Observer) for CSPs and enterprises, comparable to ipoque Probe Observer and to the test-and-measurement heritage of ipoque's R&S parent.

TypeBroad incumbent
Description

Juniper (now part of HPE) offers Mist AI-driven networking and Paragon Active Assurance for service-provider telemetry, overlapping ipoque in 5G, SD-WAN, and cloud-native analytics markets.

TypeDirect peer
Description

Enea, including AdaptiveMobile Security, provides mobile network security, signaling protection, and DPI-based traffic intelligence for 5G and CSPs — directly competing with ipoque's GTP correlation and mobile subscriber analytics.

TypeEmerging player
Description

Radisys provides disaggregated telecom platforms and analytics software for 5G, Open RAN, and vEPC — partially overlapping ipoque's Probe Observer and DPI-for-telco solutions.

TypeDirect peer
Description

Niagara Networks builds network visibility and packet broker solutions, and is both a peer and an OEM partner integrating ipoque's R&S GSRM — making it a directly comparable visibility vendor for service providers.

10Baffin Networks (iPhotonix)
TypeEmerging player
Description

Baffin Networks (now part of iPhotonix) is an emerging DPI vendor targeting SD-WAN, NFV, and cloud-native environments, partially overlapping ipoque's vPACE positioning for telco cloud and edge deployments.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat6 records

Each record includes

Type, Details

Key risks7 records

Each record includes

Headline, Details, Source

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers3 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment4 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile3 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
No

Docs URL, Description

AI capability5 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature6 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles4 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

ipoque

Network Analytics Softwareipoque.com

ipoque GmbH, a Rohde & Schwarz subsidiary, develops next-generation Deep Packet Inspection software and GTP correlation modules, serving telecom operators, enterprises, cybersecurity vendors, and OEM equipment manufacturers with real-time IP traffic analytics.

What ipoque does

ipoque GmbH is a Leipzig-headquartered developer of next-generation Deep Packet Inspection (DPI) software and network analytics solutions, operating as a wholly-owned subsidiary of Munich-based Rohde & Schwarz Group since its 2011 acquisition. The company builds two core OEM DPI engines—R&S PACE 2 for traditional scalar packet processing and R&S vPACE for VPP/cloud-native environments—plus a GTP correlation module (R&S GSRM) for subscriber awareness in 3G/4G/5G mobile networks and a turnkey analytics suite (R&S Probe Observer) targeting Open RAN, 5G core, SD-WAN, and hybrid cloud deployments. Its technology combines deep packet inspection, behavioral and statistical analysis, and machine learning—including Encrypted Traffic Intelligence using CNN, RNN, LSTM, and decision-tree algorithms—to classify thousands of protocols and applications in real time, including encrypted and obfuscated traffic.

The company serves four primary customer segments: telecommunication providers seeking subscriber-level visibility and service assurance; network operators and enterprises needing traffic intelligence across hybrid and multi-domain environments; cybersecurity teams and vendors requiring protocol-level threat detection; and OEM network equipment and security vendors that embed ipoque's DPI libraries into their products. Revenue derives from OEM software licensing/royalties, subscription-based turnkey analytics solutions, and professional integration services, distributed through direct enterprise sales, OEM licensing channels, and technology partners including Accel Solutions (BBT.live), Niagara Networks, and Graphiant. R&S Probe Observer was recognized with the Open RAN Excellence Award at The Fast Mode Awards 2025. The company maintains a global footprint via Rohde & Schwarz's presence in 70+ countries.

ipoque firmographics

Firmographics
Name
ipoque
Legal name
ipoque GmbH
Website
https://ipoque.com
Company type
Private
Founded year
2005
Operating status
Operating
Headcount range
51–100 employees
Short description
ipoque GmbH, a Rohde & Schwarz subsidiary, develops next-generation Deep Packet Inspection software and GTP correlation modules, serving telecom operators, enterprises, cybersecurity vendors, and OEM equipment manufacturers with real-time IP traffic analytics.
Ownership category
akta.pro rank

ipoque industry classification

Industry
Product category
Network Analytics Software
NAICS
Custom Computer Programming Services (541511), Security Systems Services (except Locksmiths) (561621)
SIC
Instruments For Meas & Testing Of Electricity & Elec Signals (3825)
akta.pro primary industry
Intrusion Detection & Prevention Systems (IDS/IPS) (HDAFAFAD)

Keywords

  • Deep packet inspection
  • Network traffic analytics
  • IP classification software
  • GTP correlation modules
  • OEM DPI engines

Where ipoque is headquartered

Location

Headquarters

HQ city
Leipzig
HQ country
Germany
HQ region
Europe

Offices1 record

Markets served

ipoque business model

Business model
GTM type
B2B
Offering type
Software
Cost components
Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

  1. OEM Software Licensing: ipoque licenses its DPI software libraries (R&S®PACE 2, R&S®vPACE) and GTP correlation modules to network equipment vendors, security vendors, and telecommunications equipment manufacturers. Vendors embed the software into their products as OEM components.
  2. Turnkey Network Analytics Solutions: ipoque sells complete network analytics products like R&S®Probe Observer directly to communication service providers (CSPs) and network operators as ready-to-use monitoring solutions.
  3. Professional Services: ipoque provides integration support, consulting, and technical support services to customers deploying DPI technology, as evidenced by references to application architecture design and integration support.

Go-to-market motion3 records

Distribution channels3 records

Marketing channels7 records

ipoque product offering

Product offering

Core offering

ipoque develops and licenses next-generation Deep Packet Inspection (DPI) software engines (R&S PACE 2 for scalar processing and R&S vPACE for VPP/cloud-native environments) and the R&S GSRM GTP correlation module as OEM libraries to network equipment and security vendors. It also sells the turnkey R&S Probe Observer network analytics suite directly to telecom operators and network operators for real-time traffic visibility, subscriber awareness, and encrypted traffic intelligence.

Product overview

ipoque offers a portfolio of next-generation DPI software solutions for network analytics and traffic visibility. The core offering consists of two DPI engine variants: R&S®PACE 2 for traditional scalar packet processing environments, and R&S®vPACE optimized for VPP/cloud-native architectures. These engines are licensed as OEM software libraries to network equipment and security vendors for embedding into their products. For customers seeking ready-to-use solutions, ipoque provides the turnkey R&S®Probe Observer network analytics suite that bundles DPI technology into a complete monitoring product. The R&S®GSRM GTP correlation module adds subscriber awareness for mobile networks by correlating user and control plane data. The company also offers advisory services through its 'Build or Buy DPI' program. All solutions support real-time application identification, encrypted traffic intelligence (ETI), and classification accuracy rated at 100% with minimal false positives.

Differentiator

Problem solved

Functional benefit

Brands

  • R&S PACE 2: DPI engine for application awareness - next-generation deep packet inspection software
  • R&S vPACE
  • R&S GSRM
  • R&S Probe Observer

Products and services

  • R&S PACE 2 Advanced OEM deep packet inspection (DPI) software library that uses deep packet inspection, behavioral and statistical analysis, and machine learning to reliably identify and classify thousands of network protocols and applications, including encrypted and obfuscated traffic. Designed for scalar packet processing environments and embedded by network equipment and security vendors.
  • R&S vPACE VPP-native DPI engine optimized for Vector Packet Processing (VPP) and cloud computing environments, offering enhanced CPU-cycles-per-packet and linear scalability for cloud-native architectures and demanding use cases such as mobile broadband and low latency (MBBLL).
  • R&S Probe Observer Ready-to-use network analytics suite providing deep insights into network performance, application behavior, and subscriber experience. A turnkey DPI-based analytics solution for Open RAN, 5G core, SD-WAN, and hybrid cloud environments with real-time traffic visibility across disaggregated multi-vendor networks.
  • R&S GSRM (GTP Correlation Module) GTP correlation module providing user and control plane correlation for mobile subscriber awareness in 3G, 4G, and 5G networks. Enables session-aware traffic aggregation, filtering, and load balancing for service assurance, performance optimization, and mobile network security.
  • Build or Buy DPI advisory Advisory engagement that helps organizations decide whether to build proprietary deep packet inspection internally or purchase commercial DPI software from vendors such as ipoque.

Quantifiable outcome

  • Classification accuracy of 100% with virtually no false positives
  • +3 more outcomes

Companies that use ipoque

Customer profile

Named customers3 records

Segments4 records

Ideal customer profiles3 records

ipoque technology and API

Technology

Technology focussed Yes

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature6 records

ipoque partnerships and signals

Strategic signal

Partnerships

Four partnerships are on record, tiered core and flagship.

  • Accel Solutions (BBT.live)coreOEM/ Whitelabel/ Licensing Partner · 8 November 2022ipoque's DPI engine R&S®PACE 2 is deployed in Accel Solutions' BeBroadband™ Edge software, a software-defined cloud-based connectivity solution for service providers. The partnership enables real-time application and threat awareness for SD-WAN and SDx services.
  • Niagara NetworkscoreOEM/ Whitelabel/ Licensing PartnerNiagara Networks integrates R&S®GSRM for subscriber-aware mobile traffic visibility in their network visibility solutions.
  • GraphiantcoreOEM/ Whitelabel/ Licensing PartnerGraphiant uses VPP DPI engine R&S®vPACE to deliver secure and performant enterprise connectivity through their network infrastructure.
  • Rohde & SchwarzflagshipOthersipoque GmbH is a Rohde & Schwarz company, acquired in 2011. Rohde & Schwarz is a technology group offering solutions in test & measurement, technology systems, and networks & cybersecurity with nearly 90 years of history.

Scale indicators5 records

Recent moves5 records

Expansion highlights6 records

ipoque competitors and assessment

Company assessment

Direct peers

  • Sandvine: Sandvine is a direct DPI competitor offering network intelligence and policy control solutions to telcos and CSPs, overlapping with ipoque's PACE 2, vPACE, and Probe Observer offerings for traffic classification and analytics.
  • Allot Ltd: Allot is a direct DPI competitor providing network intelligence, security, and parent-control solutions to telcos and enterprises, competing with ipoque's application classification and subscriber-aware analytics.
  • Enea (AdaptiveMobile Security): Enea, including AdaptiveMobile Security, provides mobile network security, signaling protection, and DPI-based traffic intelligence for 5G and CSPs — directly competing with ipoque's GTP correlation and mobile subscriber analytics.
  • Niagara Networks: Niagara Networks builds network visibility and packet broker solutions, and is both a peer and an OEM partner integrating ipoque's R&S GSRM — making it a directly comparable visibility vendor for service providers.

Broad incumbents

  • NetScout Systems: NetScout offers nGenius network performance management and packet flow visibility for service providers and large enterprises, broadly overlapping with ipoque Probe Observer for traffic analytics in 5G, SD-WAN, and hybrid cloud.
  • Cisco: Cisco embeds DPI within IOS, ASR/ISR platforms, ThousandEyes, and security products, and is also a potential OEM customer; broadly overlaps ipoque in networking and security traffic analytics.
  • VIAVI Solutions: VIAVI provides network test, measurement, and visibility solutions (including Observer) for CSPs and enterprises, comparable to ipoque Probe Observer and to the test-and-measurement heritage of ipoque's R&S parent.
  • Juniper Networks (HPE): Juniper (now part of HPE) offers Mist AI-driven networking and Paragon Active Assurance for service-provider telemetry, overlapping ipoque in 5G, SD-WAN, and cloud-native analytics markets.

Emerging players

  • Radisys: Radisys provides disaggregated telecom platforms and analytics software for 5G, Open RAN, and vEPC — partially overlapping ipoque's Probe Observer and DPI-for-telco solutions.
  • Baffin Networks (iPhotonix): Baffin Networks (now part of iPhotonix) is an emerging DPI vendor targeting SD-WAN, NFV, and cloud-native environments, partially overlapping ipoque's vPACE positioning for telco cloud and edge deployments.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks7 records

Key highlights7 records

Customer concentration

ipoque social profiles

Digital presence

ipoque financial estimates

Financial estimate

Revenue estimate

Valuation estimate

ipoque leadership team

Management profile

Number of profiles

Profiles4 records

ipoque funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

ipoque M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about ipoque

What does ipoque do?

ipoque develops and licenses next-generation Deep Packet Inspection (DPI) software engines (R&S PACE 2 for scalar processing and R&S vPACE for VPP/cloud-native environments) and the R&S GSRM GTP correlation module as OEM libraries to network equipment and security vendors. It also sells the turnkey R&S Probe Observer network analytics suite directly to telecom operators and network operators for real-time traffic visibility, subscriber awareness, and encrypted traffic intelligence.

Is ipoque a public or private company?

ipoque is a private company. It is classified as corporate owned and is currently operating.

When was ipoque founded?

ipoque was founded in 2005. It employs 51 to 100 people.

Where is ipoque based?

ipoque is headquartered in Leipzig, Germany, in the Europe region.

How does ipoque make money?

Three revenue lines are on record. OEM Software Licensing is the primary driver. The others are turnkey Network Analytics Solutions and professional Services.

Who are ipoque's main competitors?

Direct peers on record are Sandvine, Allot Ltd, Enea (AdaptiveMobile Security) and Niagara Networks. Broad incumbents are NetScout Systems, Cisco, VIAVI Solutions and Juniper Networks (HPE). Emerging players are Radisys and Baffin Networks (iPhotonix).

Does ipoque have an API?

No public API is recorded for ipoque.

What industry is ipoque in?

ipoque's product category is Network Analytics Software. Its primary akta.pro industry code is HDAFAFAD, Intrusion Detection & Prevention Systems (IDS/IPS). Its NAICS code is 541511 and its SIC code is 3825.

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Live signals
Help Net SecurityFake smart home residents could stand in for real ones in security researchResearchers from Leipzig University and ipoque (a Rohde & Schwarz company) developed a method using language models to generate synthetic smart home residents for security research, addressing the scarcity and privacy challenges of obtaining real usage data. The team demonstrated the approach using OpenAI's GPT-5.4 to simulate two residents in a German home during winter mornings, producing timestamped commands that can run on real hardware to generate network traffic for intrusion detection research. The researchers acknowledge significant limitations, including the idealized behavior patterns language models may produce and the need to validate whether synthetic routines actually match real human behavior.The Fast ModeOpen RAN Needs More Than Openness: It Needs VisibilityOpen RAN is projected to grow rapidly, reaching nearly 10% of global RAN revenues by 2025 and an estimated market value of around USD 45 billion by 2033, but the disaggregated architecture introduces multi-vendor complexity that traditional monitoring approaches cannot handle. The article argues that operators need operational intelligence through tools like deep packet inspection to correlate fragmented telemetry and resolve network issues before they affect subscribers. Ipoque received the Open RAN Excellence Award for Growth at The Fast Mode Awards 2025, recognizing its contribution to helping operators manage Open RAN complexity.The Fast Modeipoque Takes Home Open RAN Excellence Award for R&S®Probe Observer at The Fast Mode Awards 2025ipoque GmbH, a Rohde & Schwarz company, was honoured with the Open RAN Excellence award at The Fast Mode Awards 2025, recognized specifically in the excellence area of Growth for its R&S®Probe Observer network analytics solution. The R&S®Probe Observer is a turnkey DPI-based analytics suite designed for Open RAN, 5G core, SD-WAN, and hybrid cloud environments, providing real-time traffic visibility and actionable intelligence across disaggregated multi-vendor networks. The award highlights the solution's ability to bridge intelligence gaps in RAN disaggregation and positions ipoque to support operators in scalable, future-ready network expansion as Open RAN adoption grows.GlobeNewswireipoque Deep Packet Inspection Engine Goes Open Sourceipoque released its Deep Packet Inspection engine, OpenDPI, as open source software under the GNU Lesser General Public License. The engine is derived from its commercial PACE product and aims to increase transparency in DPI technology. The company hopes the openness will benefit the DPI industry.GlobeNewswireipoque Releases New White Paper: Spotlight on Deep Packet Inspectionipoque published a white paper on deep packet inspection (DPI) to clarify its technology and dispel myths about net neutrality and privacy. The paper argues DPI is neutral, depending on application, and will be presented at the Broadband World Forum in Paris.GlobeNewswireipoque Launches First Entry-Level DPI Bandwidth Management Appliance With Integrated Bypassipoque announced the PRX-1100 and PRX-2G traffic managers, entry-level DPI bandwidth management appliances with integrated bypass. The PRX-1100 supports up to 400 Mbit/s on two links, while the PRX-2G delivers 2 Gbit/s throughput for up to 250,000 subscribers.GlobeNewswireipoque's PRX Traffic Manager Wins Test of DPI Bandwidth Management Solutionsipoque's PRX-10G Traffic Manager passed an EANTC test of DPI bandwidth management for peer-to-peer traffic, sharing first place with another vendor. The test showed 99% detection accuracy and throughput up to 75 Gbit/s without packet loss. The company says the results confirm its data-sheet specifications.GlobeNewswireipoque Appoints Intello Technologies as New Distributor for Its DPI Solutions in North Americaipoque announced a North American distribution agreement with Intello Technologies for its PRX Traffic Manager series. Intello will also co-develop a special project providing Internet traffic optimization services for the hospitality industry. The companies will exhibit at HITEC in June 2009.GlobeNewswireNew ipoque Internet Study Finds Web and Streaming Outgrows P2P Trafficipoque published its Internet Study 2008/2009, analyzing 1.3 petabytes of traffic across eight regions to reveal shifting internet usage patterns. The study found that while Peer-to-Peer (P2P) still generates the most traffic, its proportion is decreasing as media streaming takes over users for video content. Additionally, file hosting has grown in popularity, and BitTorrent remains the dominant protocol ahead of HTTP.GlobeNewswireInternet Piracy and Copyright Protection Focus of New ipoque White Paperipoque released a white paper on copyright protection in the internet, authored by its executives. The paper examines countermeasures for P2P file sharing, including hash-based detection and active monitoring, while noting that IP blocking and port blocking are ineffective. It also finds that whitelisting works for institutional networks but not for national deployments.