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  <front>
    <title abbrev="marnew">IAB Workshop on Managing Radio Networks in an Encrypted World (MaRNEW) Report</title>

    <author initials="N." surname="Rooney" fullname="Natasha Rooney">
      <organization>GSMA</organization>
      <address>
        <email>nrooney@gsma.com</email>
        <uri>https://gsma.com</uri>
      </address>
    </author>
    <author initials="S." surname="Dawkins" fullname="Spencer Dawkins" role="editor">
      <organization>Wonder Hamster</organization>
      <address>
        <email>spencerdawkins.ietf@gmail.com</email>
      </address>
    </author>

    <date />

    
    <workgroup>Internet Architecture Board</workgroup>
    <keyword>Networks</keyword>

    <abstract>


<t>The Internet Architecture Board (IAB) and GSM Association (GSMA) held a joint workshop on “Managing Radio Networks in an Encrypted World” (MaRNEW), on September 24-25, 2015. This workshop aimed to discuss solutions for bandwidth optimisation on mobile networks for encrypted content, as current solutions rely on unencrypted content which is not indicative of the security needs of today’s Internet users. The workshop gathered IETF attendees, IAB members and participants from various organisations involved in the telecommunications industry including original equipment manufacturers, content providers, and mobile network operators.</t>

<t>The group discussed the current Internet encryption trends and deployment issues identified within the IETF, and the privacy needs of users which should be adhered. Solutions designed around sharing data from the network to the endpoints and vice versa were then discussed as well as analysing whether issues experienced when using current transport layer protocols are also playing a role here. Content providers and CDNs gave their own views of their experiences delivering their content with mobile network operators. Finally, technical responses to regulation was discussed to help the regulated industries relay the issues of impossible-to-implement or bad-for-privacy technologies back to regulators.</t>

<t>A group of suggested solutions were devised which will be discussed in various IETF groups moving forward.</t>



    </abstract>


  </front>

  <middle>


<section anchor="introduction" title="Introduction">

<t>The Internet Architecture Board (IAB) and GSM Association (GSMA) held a joint workshop on “Managing Radio Networks in an Encrypted World” (MaRNEW), on September 24-25, 2015. This workshop aimed to discuss solutions for bandwidth optimisation on mobile networks for encrypted content, as current solutions rely on unencrypted content which is not indicative of the security needs of today’s Internet users.</t>

<t>Mobile networks have a set of properties which places a large emphasis on sophisticated bandwidth optimization. Encryption is increasing on the Internet which is positive for consumer and business privacy and security.  Many existing mobile bandwidth optimization solutions primarily operate on non-encrypted communications; this can lead to performance issues being amplified on mobile networks. The use of encryption on networks will continue to increase, and with this understanding the workshop aimed to understand how we can solve the issues of bandwidth optimization and performance on radio networks in this encrypted world.</t>

<section anchor="understanding-bandwidth-optimization" title="Understanding “Bandwidth Optimization”">

<t>For the purposes of this workshop, bandwidth optimization encompasses a variety of technical topics related to traffic engineering, prioritisation, optimisation and efficiency enhancements. It also encompasses user-related topics such as specific subscription or billing models, and may touch upon regulatory aspects or other issues relating to government-initiated regulatory concerns.</t>

<t>The first category of bandwidth optimization includes:</t>

<t><list style="symbols">
  <t>Caching</t>
  <t>Prioritisation of interactive traffic over background traffic</t>
  <t>Per-user bandwidth limit</t>
</list></t>

<t>The second category of bandwidth optimization may depend on one or more of the first category optimization strategies, but may, in particular, also encompass business-related topics such as content delivery arrangements with content providers.</t>

<t>Finally, while not strictly speaking traffic management, some networks employ policy-based filtering (e.g., requested parental controls) and many networks support some form of legal interception functionality per applicable laws.</t>

<t>Many of these functions can continue as they are performed today, even with encreased use of encryption.  Others are using methods which inspect parts of the communication that will be encrypted, and these functions will have to be done differently in an increasingly encrypted Internet.</t>

</section>
<section anchor="topics" title="Topics">
<t>The workshop aimed to answer questions including:</t>

<t><list style="symbols">
  <t>Understanding the bandwidth optimization use cases particular to radio networks</t>
  <t>Understanding existing approaches and how these do not work with encrypted traffic</t>
  <t>Understanding reasons why the Internet has not standardised support for lawful intercept and why mobile networks have</t>
  <t>Determining how to match traffic types with bandwidth optimization methods</t>
  <t>Discussing minimal information to be shared to manage networks but ensure user security and privacy</t>
  <t>Developing new bandwidth optimization techniques and protocols within these new constraints</t>
  <t>Discussing the appropriate network layer(s) for each management function</t>
  <t>Cooperative methods of bandwidth optimization and issues associated with these</t>
</list></t>

<t>The further aim was to gather architectural and engineering guidance on future work in the bandwidth optimisation area based on the discussions around the proposed approaches. The workshop also explored possible areas for standardization, e.g. new protocols that can aid bandwidth optimization whilst ensuring user security inline with new work in transport layer protocols.</t>

</section>
<section anchor="organization-of-this-report" title="Organization of this report">

<t>This workshop report summarizes the contributions to and discussions at the workshop, organized by topic.  The workshop began with scene setting topics which covered the issues around deploying encryption, the increased need for privacy on the Internet and setting a clear understanding that ciphertext should remain unbroken. Later sessions focused on key solution areas; these included evolution on the transport layer and sending data up or down the path. A session on application layers and CDNs aimed to highlight both issues and solutions experienced on the application layer. The workshop ended with a session dedicated to technical response to regulation with regards to encryption. The contributing documents were split between identifying the issues experienced with encryption on radio networks and suggested solutions. Of the solutions suggested some focused on transport evolution, some on trusted middleboxes and others on collaborative data exchange. Solutions were discussed within the sessions. All accepted position papers and detailed transcripts of discussion are available at <xref target="MARNEW"/>.</t>

<t>The outcomes of the workshop are discussed in Section 7 and 8, and discuss progress after the workshop toward each of the identified work items as of the time of publication of this report.</t>

<t>Report readers should be reminded that this workshop did not aim to discuss regulation or legislation, although policy topics were mentioned in discussions from time to time.</t>

</section>
<section anchor="use-of-note-well-and-chatham-house-rule" title="Use of Note Well and Chatham House Rule">

<t>The workshop was conducted under the IETF <xref target="NOTE_WELL"/> with the exception of the “Technical Analysis and Response to Potential Regulatory Reaction” session which was conducted under <xref target="CHATHAM_HOUSE_RULE"/>.</t>

</section>
<section anchor="ietf-and-gsma" title="IETF and GSMA">

<t>The IETF and GSMA <xref target="GSMA"/> have different working practices, standards and processes. IETF is an open organisation with community driven standards, with the key aim of functionality and security for the Internet’s users, while the GSMA is membership based and serves the needs of its membership base, most of whom are mobile network operators.</t>

<t>Unlike IETF, GSMA makes few standards. Within the telecommunications industry standards are set in various divergent groups depending on their purpose. Perhaps of most relevance to the bandwidth optimisation topic here is the work of the 3rd Generation Partnership Project (3GPP) <xref target="SDO_3GPP"/> which works on radio network and core network standards. 3GPP members include mobile operators and original equipment manufacturers.</t>

<t>One of the 3GPP standards relevant to this workshop is PCC-QoS <xref target="PCC-QOS"/>. Traditionally mobile networks have managed different applications and services based on the resources available and priorities given; for instance, emergency services have a top priority, data has a lower priority and voice services are somewhere in-between. 3GPP defined the PCC-QoS mechanism to support this functionality, and this depends on unencrypted communications <xref target="EffectEncrypt"/>.</t>

</section>
</section>
<section anchor="scene-setting-sessions" title="Scene Setting Sessions">

<t>Scene setting sessions aimed to bring all attendees up to a basic understanding of the problem and the scope of the workshop. There were three scene setting sessions: Scene Setting (defining scope), Encryption Deployment Considerations and Trust Models and User Choice (Privacy).</t>

<section anchor="scene-setting" title="Scene Setting">

<t>The telecommunications industry and Internet standards community are extremely different in terms of ethos and practices. Both groups drive technical standards in their domain and build technical solutions with some policy-driven use cases. These technologies, use cases and technical implementations are different, and the motivators between the two industries are also diverse.</t>

<t>To ensure all attendees were aligned with contributing to discussions and driving solutions this “Scene Setting” session worked on generating a clear scope with all attendees involved. In short: it was agreed that ciphertext encrypted by one party and intended to be decrypted by a second party should not be decrypted by a third party in any solution, that the radio access network (RAN) does experience issues with increased encrypted traffic, that we need to understand what those problems are precisely and that our goal is to improve user experience on the Internet. Proposing new technical solutions based on presumed future regulation was not in scope. The full scope is given below.</t>

<section anchor="scope" title="Scope">

<t>The attendees identified and agreed the following scope:</t>

<t><list style="symbols">
  <t>In discussion we should assume: No broken crypto, Ciphertext increasingly common, congestion does need to be controlled as do other transport issues and Network management including efficient use of resources, in RAN and elsewhere, has to work</t>
  <t>How/why is RAN different for transport; help us understand the complexities of the RAN and how hard it is to manage and why those matter</t>
  <t>What are the precise problems caused by more ciphertext</t>
  <t>Identify players, in addition to end users, the resulting tensions and how ciphertext changes those</t>
  <t>Some solutions will be radically changed by ciphertext, it’s ok to talk about that</t>
  <t>The best possible quality of experience for the end user is a goal</t>
  <t>Our aim for the next two days is to analyse the situation and identify specific achievable tasks that could be tackled in the IETF or GSMA (or elsewhere?) and that improve the Internet given the assumptions above</t>
  <t>We should not delve into:
  <list style="symbols">
      <t>Ways of doing interception (legal or not), for the reasons described in <xref target="RFC2804"/></t>
      <t>Unpredictable political actions.</t>
    </list></t>
</list></t>

</section>
<section anchor="encryption-statistics-and-radio-access-network-differences" title="Encryption Statistics and Radio Access Network Differences">

<t>Attendees were shown that encrypted content is reaching around 50% according to then-current statistics <xref target="STATE_BROWSER"/> and <xref target="STATE_SERVER"/>. The IAB is encouraging all IETF working groups to consider the effect encryption being “on by default” will have on new protocol work, and the IETF is also working on encryption at lower layers. One recent example of this work is opportunistic TCP encryption within the <xref target="TCPINC"/> Working Group. The aims of these work items are greater security and privacy for end users and their data.</t>

<t>Telecommunications networks often contain middleboxes that operators have previously considered to be trusted, but qualifying trust is difficult and should not be assumed. Some interesting use cases exist with these middleboxes, such as anti-spam and malware detection, but these need to be balanced against their ability to open up cracks in the network for attacks such as pervasive monitoring.</t>

<t>When operators increase the number of radio access network cells (“Base Stations”), this can improve the radio access network quality of service , but also adds to radio pollution. This is one example of the balancing act required when devising radio access network architecture.</t>

</section>
</section>
<section anchor="encryption-deployment-considerations" title="Encryption Deployment Considerations">

<t>Encryption across the Internet is on the rise. However, some organisations and individuals come across a common set of operational issues when deploying encryption, mainly driven by commercial perspectives. The <xref target="UBIQUITOUS"/> draft explains these network management function impacts, detailing areas around incident monitoring, access control management, and regulation on mobile networks. The data was collected from various Internet players, including system and network administrators across enterprise, governmental organisations and personal use. The aim of the document is to gain an understanding of what is needed for technical solutions to these issues, maintaining security and privacy for users. Attendees commented that worthwhile additions would be: different business environments (e.g. cloud environments) and service chaining. Incident monitoring in particular was noted as a difficult issue to solve given the use of URL in today’s incident monitoring middleware.</t>

<t>Some of these impacts to mobile networks can be resolved using difference methods and the <xref target="NETWORK_MANAGEMENT"/> draft details these methods. The draft focuses heavily on methods to manage network traffic without breaching user privacy and security.</t>

<t>By reviewing encryption depoyment issues and the alternative methods of network management MaRNEW attendees were made aware of the issues which affect radio networks, the deployment issues which are solvable and require no further action, and those which aren’t currently solveable and which should be addressed within the workshop.</t>

</section>
<section anchor="awareness-of-user-choice-privacy" title="Awareness of User Choice (Privacy)">

<t>Some solutions intended to improve delivery of encrypted content could affect some or all of the privacy benefits that encryption provides. Understanding user needs and desires for privacy is therefore important when designing these solutions.</t>

<t>From a then-current study <xref target="Pew2014"/> 64% of users said concerns over privacy have increased, 67% of mobile Internet users would like to do more to protect their privacy. The World Wide Web Consortium (W3C) and IETF have both responded to user desires for better privacy by recommending encryption for new protocols and web technologies. Within the W3C new security standards are emerging and the design principles for HTML hold that users are the stakeholders with most priority, followed by implementors and other stakeholders, further enforcing the “user first” principle. Users also have certain security expectations from particular contexts, and sometimes use new technologies to further protect their privacy even if those technologies weren’t initially developed for that purpose.</t>

<t>Operators may deploy technologies which can impact user privacy without being aware of those privacy implications or incorrectly assume that the benefits users gain from the new technology outweigh the loss of privacy. If these technologies are necessary they should be opt-in.</t>

<t>Internet stakeholders should understand the priority of other stakeholders. Users should be considered the first priority. Other stakeholders include implementors, developers, advertisers, operators and other ISPs. Some technologies such as cookie use and JavaScript injection have been abused by these parties. This has caused some developers to encrypt content to circumvent these technologies which are seen as intrusive or bad for user privacy.</t>

<t>If users and content providers are to opt-in to network management services with negative privacy impacts, they should see clear value from using these services, and understand the impacts of using these services. Users should also have easy abilities to opt-out. Some users will always automatically click through consent requests, so any model relying on explicit consent is flawed for these users. Understanding the extent of “auto click through” may improve decisions about the use of consent requests in the future. One model (Cooperative Traffic Management) works as an agent of the user; by opting-in metadata can be shared. Issues with this involve trust only being applied at endpoints.</t>

</section>
</section>
<section anchor="network-or-transport-solution-sessions" title="Network or Transport Solution Sessions">

<t>Network or Transport Solution Sessions aimed to discuss proposed solutions for managing encrypted traffic on radio access networks. Most solutions focus on metadata sharing, whether this sharing takes place from the endpoint to the network, from the network to the endpoint, or cooperatively in both directions. Transport layer protocol evolution could be another approach to solve some of the issues radio access networks erience which cause them to rely on network management middleboxes. By removing problems at the transport layer, reliance on expensive and complex middleboxes could decrease.</t>

<section anchor="sending-data-up-down-for-network-management-benefits" title="Sending Data Up / Down for Network Management Benefits">

<t>Collaboration between network elements and endpoints could bring about better content distribution. A number of suggestions were given; these included:</t>

<t><list style="symbols">
  <t>Mobile Throughput Guidance <xref target="MTG"/>: exchanges metadata between network elements and endpoints via TCP Options. It also allows for better understanding of how the transport protocol behaves and improving user experience further, although additional work on MTG is still required.</t>
  <t>SPUD <xref target="SPUD"/>: a UDP-based encapsulation protocol to allow explicit cooperation with middleboxes while using new, encrypted transport protocols.</t>
  <t>Network Status API: An API for operators to share congestion status or the state of a cell before an application starts sending data could allow applications to change their behaviour.</t>
  <t>Traffic classification: classifying traffic and adding these classifications as metadata for analysis throughout the network. This idea has trust and privacy implications.</t>
  <t>ConEx <xref target="CONEX"/>: a mechanism where senders inform the network about the congestion encountered by previous packets on the same flow, in-band at the IP layer.</t>
  <t>Latency versus Bandwidth: allowing the content provider to indicate whether higher bandwidth or lower latency is of greater priority and allowing the network to react based on that indication. Where this bit resides in the protocol stack and how it is authenticated would need to be decided.</t>
  <t>No network management tools: disabling all network management tools from the network and rely only on end-to-end protocols to manage congestion.</t>
  <t>Fairness-aware Delay-controlled Controlled Delay (FD-CoDel) <xref target="FLOWQUEUE"/>: a hybrid packet scheduler/Active Queue Management (AQM, <xref target="RFC7567"/>) algorithm, aiming to reduce bufferbloat and latency. FQ-CoDel manages packets from multiple flows and reduces the impact of head-of-line blocking from bursty traffic.</t>
</list></t>

<t>Some of these suggestions rely on signaling from network elements to endpoint. Others aim to create “hop-to-hop” solutions, which could be more aligned with how congestion is managed today, but with greater privacy implications.</t>

<t>Still others rely on signaling from endpoints to network elements. Some of these rely on implicit signaling, and others on explicit signaling. Some workshop attendees agreed that relying on applications to explicitly declare the quality of service they require was not a good path forward, given the lack of success with this model in the past.</t>

<section anchor="competition-cooperation-and-mobile-network-complexities" title="Competition, Cooperation, and Mobile Network Complexities">

<t>One of the larger issues in the sharing of data about the problems encountered with encrypted traffic in wireless networks is the matter of competition; network operators are reluctant to relinquish data about their own networks because it contains information that is valuable to competitors, and application providers wish to protect their users and reveal as little information as possible to the network. Some people think that if middleboxes were authenticated and invoked explicitly, this would be an improvement over current transparent middleboxes that intercept traffic without endpoint consent.  Some workshop attendees suggested any exchange of information should be bidirectional, in an effort to improve cooperation between the elements. A robust incentive framework could provide a solution to these issues, or at least help mitigate them.</t>

<t>The radio access network is complex because it must deal with a number of conflicting demands. Base stations reflect this environment, and information within these base stations can be of value to other entities on the path. Some workshop participants thought solutions for managing congestion on radio networks should involve the base station if possible. For instance, understanding how the Radio Resource Controller and AQM <xref target="RFC7567"/> interact (or don’t interact) could provide valuable information for solving issues. Although many workshop attendees agreed that even though there is a need to understand the base station, not all agreed that the base station should be part of a future solution.</t>

<t>Some suggested solutions were based on network categorisation and on providing this information to the protocols or endpoints. Completely categorising radio networks could be impossible due to their complexity, but categorising essential network properties could be possible and valuable.</t>

</section>
</section>
</section>
<section anchor="transport-layer-issues-optimisation-and-solutions" title="Transport Layer: Issues, Optimisation and Solutions">

<t>TCP has been the dominant transport protocol since TCP/IP replaced the NCP Network Control Protocol on the Arpanet in March 1983. TCP was originally devised to work on a specific network model that did not anticipate the high error rates and highly variable available bandwidth scenarios experienced on modern radio access networks. Furthermore new network elements have been introduced (NATs and network devices with large buffers creating bufferbloat), and considerable peer-to-peer traffic is competing with traditional client-server traffic. Consequently the transport layer today has requirements beyond what TCP was designed to meet. TCP has other issues as well; too many services rely on TCP and only TCP, blocking deployment of new transport protocols like SCTP and DCCP. This means that true innovation on the transport layer becomes difficult because deployment issues are more complicated than just building a new protocol.</t>

<t>The IETF is trying to solve these issues through the IAB’s “Stack Evolution” programme, and the first step in this programme is to collect data. Network and content providers can provide data including: the cost of encryption, the advantages of network management tools, the deployment of protocols, and the effects when network management tools are disabled. Network operators do not tend to reveal network information mostly for competitive reasons and so are unlikely to donate this information freely to IETF. The GSMA is in a position to try to collect this data and anonymise it before bringing it to IETF which should alleviate the network operator worries but still provide IETF with some usable data.</t>

<t>A considerable amount of work has already been done on TCP, especially innovation in bandwidth management and congestion control; although congestion is only detected when packet loss is encountered, and better methods based on detecting congestion would be beneficial.</t>

<t>Furthermore, although the deficiencies of TCP are often considered as key issues in the evolution of the Internet protocol stack, the main route to resolve these issues may not be a new TCP, but an evolved stack. Some workshop participants thought SPUD <xref target="SPUD"/> and ICN <xref target="RFC7476"/> are two suggestions which may help here. QUIC <xref target="QUIC"/> engineers stated that the problems solved by QUIC are general problems, rather than TCP issues. This view was not shared by all attendees of the workshop. Moreover, TCP has had some improvements in the last few years which may mean some of the network lower layers should be investigated to see whether improvements can be made here.</t>

</section>
<section anchor="application-layer-optimisation-caching-and-cdns" title="Application Layer Optimisation, Caching and CDNs">

<t>Many discussions on the effects of encrypted traffic on radio access networks happen between implementers and the network operators; this session aimed to gather the opinions of the content and caching providers including their experiences running over mobile networks, the quality of experience their users expect, and what content and caching providers would like to achieve by working with or using the mobile network.</t>

<t>Content providers explained how even though this workshop cited encrypted data over radio access networks as the main issue, the real issue is network management generally, and all actors (applications providers, networks and devices) need to work together to overcome these general network management issues. Content providers explained how they assume the mobile networks are standard compliant. When the network is not standards compliant (e.g. using non-standards-compliant intermediaries) content providers can experience real costs as users contact their support centres to report issues which are difficult to test for and resolve.</t>

<t>Content providers cited other common issues concerning data traffic over mobile networks. Data subscription limits (“caps”) cause issues for users; users are confused about how data caps work or are unsure how expensive media is and how much data it consumes. Developers build products on networks not indicative of the networks their customers are using and not every organisation has the finances to build a caching infrastructure.</t>

<t>Strongly related to content providers, content owners consider CDNs to be trusted deliverers of content and CDNs have shown great success in fixed networks. Now that more traffic is moving to mobile networks there is a need to place caches at the edge of the mobile network, near the users. Placing caches at the edge of the mobile network is a solution, but requires standards developed by content providers and mobile network operators. The CNDi Working Group <xref target="CDNI"/> at IETF aims to allow global CDNs to interoperate with mobile CDNs; but this causes huge issues for the caching of encrypted data between these CDNs. Some CDNs are experimenting with approaches like “Keyless SSL” <xref target="KeylessSSL"/> to enable safer storage of content without passing private keys to the CDN. Blind Caching <xref target="BLIND_CACHING"/> is another proposal aimed at caching encrypted content closer to the user and managing the authentication at the original content provider servers.</t>

<t>At the end of the session each panelist was asked to identify one key collaborative work item. Work items named were: evolving to cache encrypted content, using one-bit for latency / bandwidth trade-off (explained below), better collaboration between the network and application, better metrics to aid troubleshooting and innovation, and indications from the network to allow the application to adapt.</t>

</section>
<section anchor="technical-analysis-and-response-to-potential-regulatory-reaction" title="Technical Analysis and Response to Potential Regulatory Reaction">

<t>This session was conducted under Chatham House Rule. The session aimed to discuss regulatory and political issues, but not their worth or need; rather to understand the laws that exist and how technologists can properly respond to these.</t>

<t>Mobile networks are regulated, compliance is mandatory (and non-compliance can result in service license revocation in some nations) and can incur costs on the mobile network operator. Regulation does vary geographically. Some regulations are court orders, others are self-imposed regulations, for example, “block lists” of websites such as the Internet Watch Foundation list <xref target="IWF"/>. Operators are not expected to decrypt sites, so those encrypted sites will not be blocked because of content.</t>

<t>Parental control-type filters also exist on the network and are easily bypassed today, vastly limiting their effectiveness. Better solutions would allow for users to easily set these restrictions themselves. Other regulations are also hard to meet, such as user data patterns, or will become harder to collect - such as “Internet of Things” (IoT) cases. Most attendees agreed that if a government cannot get information it needs and is legally entitled to have from network operators they will approach content providers. Some governments are aware of the impact of encryption and are working with, or trying to work with, content providers. The IAB has concluded blocking and filtering can be done at the endpoints of the communication.</t>

<t>Not all of these regulations apply to the Internet, and the Internet community is not always aware of their existence. Collectively the Internet community can work with GSMA and 3GPP and act collectively to alleviate the risk imposed by encrypted traffic. Some participants expressed concern that governments might require operators to provide information that they no longer have the ability to provide, because previously-unencrypted traffic is now being encrypted, and this might expose operators to new liability, but no specific examples were given during the workshop. A suggestion from some attendees was that if any new technical solutions are necessary, they should easily be “switched off”.</t>

<t>Some mobile network operators are producing transparency reports covering regulations including lawful intercept. Operators who have done this already are encouraging others to do the same.</t>

</section>
<section anchor="suggested-principles-and-solutions" title="Suggested Principles and Solutions">

<t>Based on the talks and discussions throughout the workshop a set of suggested principles and solutions has been collected. This is not an exhaustive list, and no attempt was made to come to consensus during the workshop, so there are likely at least some participants who would not agree with any particular principle listed below. The list is a union of participant thinking, not an intersection.</t>

<t><list style="symbols">
  <t>Encrypted Traffic: any solution should encourage and support encrypted traffic.</t>
  <t>Flexibility: radio access network qualities vary vastly and the network needs of content can differ significantly, so any new solution should be flexible across either the network type, content type, or both.</t>
  <t>Privacy: new solutions should not introduce new ways where information can be discovered and attributed to individual users.</t>
  <t>Minimum data only for collaborative work: user data, application data, and network data all needs protection, so new solutions should use the minimum information to make a working solution.</t>
</list></t>

<t>A collection of solutions suggested by various participants during the workshop is given below. Inclusion in this list does not imply that other workshop participants agreed. Again, the list is a union of proposed solutions, not an intersection.</t>

<t><list style="symbols">
  <t>Evolving TCP or evolution on the transport layer: this could take a number of forms and some of this work is already underway within the IETF.</t>
  <t>Congestion Control: many attendees cited congestion control as a key issue. Further analysis, investigation and work could be done in this space.</t>
  <t>SPROUT: research at MIT which is a transport protocol for applications that desire high throughput and low delay. <xref target="SPROUT"/></t>
  <t>PCC: Performance-oriented Congestion Control: is a new architecture that aims for consistent high performance even in challenging scenarios. PCC endpoints observe the connection between their actions and their known performance, which allows them to adapt their actions. <xref target="PCC"/></t>
  <t>CDNs and Caches: placing caches closer to the edge of the radio network, as close as possible to the mobile user, or making more intelligent CDNs would result in faster content delivery and less strain on the network.</t>
  <t>Blind Caching: a proposal for caching of encrypted content <xref target="BLIND_CACHING"/>.</t>
  <t>CDN improvements: including keyless SSL and better CDN placement.</t>
  <t>Mobile Throughput Guidance: a mechanism and protocol elements that allow the cellular network to provide near real-time information on capacity available to the TCP server. <xref target="MTG"/></t>
  <t>One bit for latency / bandwidth trade-off: determining whether using a single bit in an unencrypted transport header to distinguish between traffic that the sender prefers to be queued and traffic that the sender would prefer to drop rather than delay provides additional benefits beyond what can be achieved without this signaling.</t>
  <t>Base Station: some suggestions involved “using the Base Station”, but this was not defined in detail. The Base Station holds the Radio Resource Controller and scheduler which could provide a place to host solutions, or data from the Base Station could help in devising new solutions.</t>
  <t>Identify traffic types via 5-tuple: information from the 5-tuple could provide understanding of the traffic type, and network management appropriate for that traffic type could then be applied.</t>
  <t>Heuristics: Networks can sometimes identify traffic types by observing characteristics such as data flow rate and then apply network management to these identified flows. This is not recommended as categorisations can be incorrect.</t>
  <t>APIs: An API for operators to share congestion status or the state of a cell before an application starts sending data could allow applications to change their behaviour. Alternatively an API could provide the network with information on the data type, allowing appropriate network management for that data type, although this method exposes privacy issues.</t>
  <t>Standard approach for operator to offer services to Content Providers: mobile network operators could provide caching services or other services for content providers to use for faster and smoother content delivery.</t>
  <t>AQM <xref target="RFC7567"/> and ECN <xref target="RFC3168"/> deployments: queuing and congestion management methods have existed for some time in the form of AQM, ECN and others which can help the transport and Internet protocol layers adapt to congestion faster.</t>
  <t>Trust Model or Trust Framework: some solutions in this area (e.g. SPUD) have a reliance on trust when content providers or the network are being asked to add classifiers to their traffic.</t>
  <t>Keyless SSL <xref target="KeylessSSL"/>: allows content providers to maintain their private keys on a “key server” and host the content elsewhere (e.g. on a CDN). This could become standardised in IETF. <xref target="LURK"/></t>
  <t>Meaningful capacity sharing: including the ConEx <xref target="CONEX"/> work which exposes information about congestion to the network nodes.</t>
  <t>Hop-by-hop: some suggestions offer hop-by-hop methods allowing nodes to adapt flow given the qualities of the networks around them and the congestion they are experiencing.</t>
  <t>Metrics and metric standards: in order to evolve current protocols to be best suited to today’s networks, data is needed about current network conditions, protocol deployments, packet traces and middlebox behaviour. Beyond this, proper testing and debugging on networks could provide great insight for stack evolution.</t>
  <t>5G: Mobile operator standards bodies are in the process of setting the requirements for 5G. Requirements for network management could be added.</t>
</list></t>

<t>In the workshop, attendees identified other areas where greater understanding could help the standards process. These were identified as:</t>

<t><list style="symbols">
  <t>Greater understanding of the RAN at IETF.</t>
  <t>Reviews and comments on 3GPP perspective.</t>
  <t>How to do congestion control in the RAN.</t>
</list></t>

<section anchor="better-collaboration" title="Better Collaboration">

<t>Throughout the workshop attendees placed emphasis on the need for better collaboration between the IETF and telecommunications bodies and organisations. The workshop was one such way to achieve this, but the good work and relationships built in the workshop should continue so the two groups can work on solutions which are better for both technologies and users.</t>

</section>
</section>
<section anchor="since-marnew" title="Since MaRNEW">

<t>Since MaRNEW a number of activities have taken place in various IETF working groups, and in groups external to IETF. The ACCORD BoF was held at IETF 95 in November 2015, which brought the workshop discussion to the wider IETF audiences by providing an account of the discussions that had taken place within the workshop and highlighting key areas to progress on. Key areas to progress and an update on their current status follows:</t>

<t><list style="symbols">
  <t>The collection of useable metrics and data were requested by a number of MaRNEW attendees, especially for use within the IRTF Measurement and Analysis for Protocols (MAP) Research Group; this data has been difficult to collect due to the closed nature of mobile network operators.</t>
  <t>Understanding impediments to protocol stack evolution has continued within the IAB’s Stack Evolution programme and throughout transport-related IETF working groups such as the Transport Area Working Group (TSVWG).</t>
  <t>The Mobile Throughput Guidance draft has entered into a testing and data collection phase; although further advancements in transport technologies (among others, QUIC) may have stalled efforts in TCP-related proposals.</t>
  <t>Work  on proposals for caching encrypted content continue, albeit with some security flaws which proponents are working on further proposals to fix. Most often these are discussed within the IETF HTTPbis working group.</t>
  <t>The PLUS BOF at IETF 96 in July 2016 did not result in the formation of a working group, with attendees expressing concern on the privacy issues associated with the data sharing possibilities of the shim layer proposed.</t>
  <t>The LURK BOF at IETF 96 in July 2016 did not result in the formation of a working group, because the BOF identified more problems with the presumed approach than anticipated.</t>
</list></t>

<t>The most rewarding output of MaRNEW is perhaps the most intangible. MaRNEW gave two rather divergent industry groups the opportunity to connect and discuss common technologies and issues affecting users and operations. Mobile Network providers and key Internet engineers and experts have developed a greater collaborative relationship to aid development of further standards which work across networks in a secure manner.</t>

</section>
<section anchor="security-considerations" title="Security Considerations">

<t>This document is an IAB report from a workshop on interactions between network security, especially privacy, and network performance.</t>

<t>It does not affect the security of the Internet, taken on its own.</t>

</section>
<section anchor="iana-considerations" title="IANA Considerations">

<t>This document makes no requests of IANA.</t>

</section>
<section anchor="acknowledgements" title="Acknowledgements">

<t>Stephen Farrell reviewed this report in draft form and provided copious comments and suggestions.</t>

<t>Barry Leiba provided some clarifications on specific discussions about Lawful Intercept that took place during the workshop.</t>

<t>Bob Hinden and Warren Kumari provided comments and suggestions during the IAB Call for Comments.</t>

<t>Amelia Andersdotter and Shivan Kaul Sahib provided comments from the Human Rights Review Team during the IAB Call for Comments.</t>

</section>


  </middle>

  <back>


    <references title='Informative References'>





<reference  anchor="RFC2804" target='https://www.rfc-editor.org/info/rfc2804'>
<front>
<title>IETF Policy on Wiretapping</title>
<author><organization>IAB</organization></author>
<author><organization>IESG</organization></author>
<date year='2000' month='May' />
<abstract><t>This document describes the position that the Internet Engineering Task Force (IETF) has taken regarding the inclusion into IETF standards-track documents of functionality designed to facilitate wiretapping.  This memo explains what the IETF thinks the question means, why its answer is &quot;no&quot;, and what that answer means.  This memo provides information for the Internet community.</t></abstract>
</front>
<seriesInfo name='RFC' value='2804'/>
<seriesInfo name='DOI' value='10.17487/RFC2804'/>
</reference>



<reference  anchor="RFC7567" target='https://www.rfc-editor.org/info/rfc7567'>
<front>
<title>IETF Recommendations Regarding Active Queue Management</title>
<author initials='F.' surname='Baker' fullname='F. Baker' role='editor'><organization /></author>
<author initials='G.' surname='Fairhurst' fullname='G. Fairhurst' role='editor'><organization /></author>
<date year='2015' month='July' />
<abstract><t>This memo presents recommendations to the Internet community concerning measures to improve and preserve Internet performance.  It presents a strong recommendation for testing, standardization, and widespread deployment of active queue management (AQM) in network devices to improve the performance of today's Internet.  It also urges a concerted effort of research, measurement, and ultimate deployment of AQM mechanisms to protect the Internet from flows that are not sufficiently responsive to congestion notification.</t><t>Based on 15 years of experience and new research, this document replaces the recommendations of RFC 2309.</t></abstract>
</front>
<seriesInfo name='BCP' value='197'/>
<seriesInfo name='RFC' value='7567'/>
<seriesInfo name='DOI' value='10.17487/RFC7567'/>
</reference>



<reference  anchor="RFC7476" target='https://www.rfc-editor.org/info/rfc7476'>
<front>
<title>Information-Centric Networking: Baseline Scenarios</title>
<author initials='K.' surname='Pentikousis' fullname='K. Pentikousis' role='editor'><organization /></author>
<author initials='B.' surname='Ohlman' fullname='B. Ohlman'><organization /></author>
<author initials='D.' surname='Corujo' fullname='D. Corujo'><organization /></author>
<author initials='G.' surname='Boggia' fullname='G. Boggia'><organization /></author>
<author initials='G.' surname='Tyson' fullname='G. Tyson'><organization /></author>
<author initials='E.' surname='Davies' fullname='E. Davies'><organization /></author>
<author initials='A.' surname='Molinaro' fullname='A. Molinaro'><organization /></author>
<author initials='S.' surname='Eum' fullname='S. Eum'><organization /></author>
<date year='2015' month='March' />
<abstract><t>This document aims at establishing a common understanding about a set of scenarios that can be used as a base for the evaluation of different information-centric networking (ICN) approaches so that they can be tested and compared against each other while showcasing their own advantages.  Towards this end, we review the ICN literature and document scenarios which have been considered in previous performance evaluation studies.  We discuss a variety of aspects that an ICN solution can address.  This includes general aspects, such as, network efficiency, reduced complexity, increased scalability and reliability, mobility support, multicast and caching performance, real-time communication efficiency, energy consumption frugality, and disruption and delay tolerance.  We detail ICN-specific aspects as well, such as information security and trust, persistence, availability, provenance, and location independence.</t><t>This document is a product of the IRTF Information-Centric Networking Research Group (ICNRG).</t></abstract>
</front>
<seriesInfo name='RFC' value='7476'/>
<seriesInfo name='DOI' value='10.17487/RFC7476'/>
</reference>



<reference  anchor="RFC3168" target='https://www.rfc-editor.org/info/rfc3168'>
<front>
<title>The Addition of Explicit Congestion Notification (ECN) to IP</title>
<author initials='K.' surname='Ramakrishnan' fullname='K. Ramakrishnan'><organization /></author>
<author initials='S.' surname='Floyd' fullname='S. Floyd'><organization /></author>
<author initials='D.' surname='Black' fullname='D. Black'><organization /></author>
<date year='2001' month='September' />
<abstract><t>This memo specifies the incorporation of ECN (Explicit Congestion Notification) to TCP and IP, including ECN's use of two bits in the IP header.  [STANDARDS-TRACK]</t></abstract>
</front>
<seriesInfo name='RFC' value='3168'/>
<seriesInfo name='DOI' value='10.17487/RFC3168'/>
</reference>


<reference anchor="NOTE_WELL" target="https://www.ietf.org/about/note-well.html">
  <front>
    <title>IETF Note Well</title>
    <author >
      <organization></organization>
    </author>
    <date year="n.d."/>
  </front>
</reference>
<reference anchor="MARNEW" target="https://www.iab.org/activities/workshops/marnew/">
  <front>
    <title>MaRNEW Workshop IAB Homepage</title>
    <author >
      <organization></organization>
    </author>
    <date year="n.d."/>
  </front>
</reference>
<reference anchor="CHATHAM_HOUSE_RULE" target="https://www.chathamhouse.org/about/chatham-house-rule">
  <front>
    <title>Chatham House Rule</title>
    <author >
      <organization></organization>
    </author>
    <date year="n.d."/>
  </front>
</reference>
<reference anchor="GSMA" target="http://gsma.com">
  <front>
    <title>GSMA Homepage</title>
    <author >
      <organization></organization>
    </author>
    <date year="n.d."/>
  </front>
</reference>
<reference anchor="SDO_3GPP" target="http://www.3gpp.org/">
  <front>
    <title>3GPP Homepage</title>
    <author >
      <organization></organization>
    </author>
    <date year="n.d."/>
  </front>
</reference>
<reference anchor="PCC-QOS" target="http://www.3gpp.org/DynaReport/29213.htm">
  <front>
    <title>Policy and charging control signalling flows and Quality of Service (QoS) parameter mapping</title>
    <author >
      <organization></organization>
    </author>
    <date year="2016" month="March"/>
  </front>
</reference>
<reference anchor="STATE_BROWSER" target="https://www.ietf.org/proceedings/93/slides/slides-93-saag-3.pdf">
  <front>
    <title>Some observations of TLS in the web</title>
    <author initials="R." surname="Barnes" fullname="Richard Barnes">
      <organization></organization>
    </author>
    <date year="2015" month="July"/>
  </front>
</reference>
<reference anchor="STATE_SERVER" target="https://www.ietf.org/proceedings/93/slides/slides-93-saag-4.pdf">
  <front>
    <title>Some observations of TLS in the web</title>
    <author initials="R." surname="Salz" fullname="Rich Salz">
      <organization></organization>
    </author>
    <date year="2015" month="July"/>
  </front>
</reference>
<reference anchor="TCPINC" target="https://datatracker.ietf.org/wg/tcpinc/charter/">
  <front>
    <title>TCP Increased Security Working Group</title>
    <author >
      <organization></organization>
    </author>
    <date year="n.d."/>
  </front>
</reference>
<reference anchor="UBIQUITOUS" target="https://tools.ietf.org/html/draft-mm-wg-effect-encrypt-01">
  <front>
    <title>Effect of Ubiquitous Encryption</title>
    <author initials="K.Moriarty, A." surname="Morton" fullname="Kathleen Moriarty, Al Morton">
      <organization></organization>
    </author>
    <date year="2015" month="March"/>
  </front>
</reference>
<reference anchor="NETWORK_MANAGEMENT" target="https://tools.ietf.org/html/draft-smith-encrypted-traffic-management-00">
  <front>
    <title>Network management of encrypted traffic</title>
    <author initials="K." surname="Smith" fullname="Kevin Smith">
      <organization></organization>
    </author>
    <date year="2015" month="May"/>
  </front>
</reference>
<reference anchor="Pew2014" target="http://www.pewinternet.org/2014/11/12/public-privacy-perceptions/">
  <front>
    <title>Public Perceptions of Privacy and Security in the Post-Snowden Era</title>
    <author >
      <organization></organization>
    </author>
    <date year="2014" month="November"/>
  </front>
</reference>
<reference anchor="MTG" target="https://www.ietf.org/archive/id/draft-flinck-mobile-throughput-guidance-03.txt">
  <front>
    <title>Mobile Throughput Guidance Inband Signaling Protocol</title>
    <author initials="A.Jain, A.Terzis, H.Flinck, N.Sprecher, S.Arunachalam, K." surname="Smith" fullname="A. Jain, A. Terzis, H. Flinck, N. Sprecher, S. Arunachalam, K. Smith">
      <organization></organization>
    </author>
    <date year="2015" month="September"/>
  </front>
</reference>
<reference anchor="SPUD" target="https://datatracker.ietf.org/wg/spud/documents/">
  <front>
    <title>Session Protocol for User Datagrams</title>
    <author >
      <organization></organization>
    </author>
    <date year="n.d."/>
  </front>
</reference>
<reference anchor="CONEX" target="https://datatracker.ietf.org/wg/conex/documents/">
  <front>
    <title>Congestion Exposure Working Group</title>
    <author >
      <organization></organization>
    </author>
    <date year="n.d."/>
  </front>
</reference>
<reference anchor="FLOWQUEUE" target="https://tools.ietf.org/html/draft-hoeiland-joergensen-aqm-fq-codel-00">
  <front>
    <title>FlowQueue-Codel</title>
    <author initials="P.McKenney, D.Taht, J.Gettys, E." surname="Dumazet" fullname="P. McKenney, D. Taht, J. Gettys, E. Dumazet">
      <organization></organization>
    </author>
    <date year="2014" month="March"/>
  </front>
</reference>
<reference anchor="QUIC" target="https://tools.ietf.org/html/draft-tsvwg-quic-protocol-00">
  <front>
    <title>QUIC, A UDP-Based Secure and Reliable Transport for HTTP/2</title>
    <author initials="J.Iyengar, I." surname="Swett" fullname="Jana Iyengar, Ian Swett">
      <organization></organization>
    </author>
    <date year="2015" month="June"/>
  </front>
</reference>
<reference anchor="CDNI" target="https://datatracker.ietf.org/wg/cdni/charter/">
  <front>
    <title>Content Delivery Networks Interconnection Working Group</title>
    <author >
      <organization></organization>
    </author>
    <date year="n.d."/>
  </front>
</reference>
<reference anchor="IWF" target="https://www.iwf.org.uk/">
  <front>
    <title>Internet Watch Foundation</title>
    <author >
      <organization></organization>
    </author>
    <date year="n.d."/>
  </front>
</reference>
<reference anchor="SPROUT" target="https://www.usenix.org/system/files/conference/nsdi13/nsdi13-final113.pdf">
  <front>
    <title>Stochastic Forecasts Achieve High Throughput and Low Delay over Cellular Networks</title>
    <author initials="K.Winstein, A.Sivaraman, and H." surname="Balakrishnan" fullname="Keith Winstein, Anirudh Sivaraman, and Hari Balakrishnan">
      <organization></organization>
    </author>
    <date year="2013" month="April"/>
  </front>
</reference>
<reference anchor="PCC" target="http://arxiv.org/pdf/1409.7092v3.pdf">
  <front>
    <title>PCC, Re-architecting Congestion Control for Consistent High Performance</title>
    <author initials="M.Dong, Q.Li, D.Zarchy, P.Brighten Godfrey, and M." surname="Schapira" fullname="Mo Dong, Qingxi Li, Doron Zarchy, P. Brighten Godfrey, and Michael Schapira">
      <organization></organization>
    </author>
    <date year="2015" month="May"/>
  </front>
</reference>
<reference anchor="BLIND_CACHING" target="https://www.ietf.org/archive/id/draft-thomson-http-bc-01.txt">
  <front>
    <title>Caching Secure HTTP Content using Blind Caches</title>
    <author initials="M.Thomson, G.Eriksson, C." surname="Holmberg" fullname="Martin Thomson, Goeran Eriksson, Crister Holmberg">
      <organization></organization>
    </author>
    <date year="2016" month="October"/>
  </front>
</reference>
<reference anchor="LURK" target="https://tools.ietf.org/html/draft-mglt-lurk-tls-use-cases-00">
  <front>
    <title>TLS/DTLS Content Provider Edge Server Split Use Case</title>
    <author initials="D.Migault, K." surname="Ma" fullname="Daniel Migault, Kevin Ma">
      <organization></organization>
    </author>
    <date year="2016" month="January"/>
  </front>
</reference>
<reference anchor="KeylessSSL" target="https://blog.cloudflare.com/keyless-ssl-the-nitty-gritty-technical-details/">
  <front>
    <title>Keyless SSL: The Nitty Gritty Technical Details</title>
    <author initials="N." surname="Sullivan" fullname="Nick Sullivan">
      <organization></organization>
    </author>
    <date year="2014" month="September"/>
  </front>
</reference>
<reference anchor="EffectEncrypt" target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_25.pdf">
  <front>
    <title>The effect of encrypted traffic on the QoS mechanisms in cellular networks</title>
    <author initials="C.Xiong, M." surname="Patel" fullname="Chunshan Xiong, Milan Patel">
      <organization></organization>
    </author>
    <date year="2015" month="August"/>
  </front>
</reference>


    </references>


<section anchor="workshop-attendees" title="Workshop Attendees">

<t><list style="symbols">
  <t>Rich Salz, Akamai</t>
  <t>Aaron Falk, Akamai</t>
  <t>Vinay Kanitkar, Akamai</t>
  <t>Julien Maisonneuve, Alcatel Lucent</t>
  <t>Dan Druta, AT&amp;T</t>
  <t>Humberto La Roche, Cisco</t>
  <t>Thomas Anderson, Cisco</t>
  <t>Paul Polakos, Cisco</t>
  <t>Marcus Ihlar, Ericsson</t>
  <t>Szilveszter Nadas, Ericsson</t>
  <t>John Mattsson, Ericsson</t>
  <t>Salvatore Loreto, Ericsson</t>
  <t>Blake Matheny, Facebook</t>
  <t>Andreas Terzis, Google</t>
  <t>Jana Iyengar, Google</t>
  <t>Natasha Rooney, GSMA</t>
  <t>Istvan Lajtos, GSMA</t>
  <t>Emma Wood, GSMA</t>
  <t>Jianjie You, Huawei</t>
  <t>Chunshan Xiong, Huawei</t>
  <t>Russ Housley, IAB</t>
  <t>Mary Barnes, IAB</t>
  <t>Joe Hildebrand, IAB / Cisco</t>
  <t>Ted Hardie, IAB / Google</t>
  <t>Robert Sparks, IAB / Oracle</t>
  <t>Spencer Dawkins, IETF AD</t>
  <t>Benoit Claise, IETF AD / Cisco</t>
  <t>Kathleen Moriarty, IETF AD / EMC</t>
  <t>Barry Leiba, IETF AD / Huawei</t>
  <t>Ben Campbell, IETF AD / Oracle</t>
  <t>Stephen Farrell, IETF AD / Trinity College Dublin</t>
  <t>Jari Arkko, IETF Chair / Ericsson</t>
  <t>Karen O’Donoghue, ISOC</t>
  <t>Phil Roberts, ISOC</t>
  <t>Olaf Kolkman, ISOC</t>
  <t>Christian Huitema, Microsoft</t>
  <t>Patrick McManus, Mozilla</t>
  <t>Dirk Kutscher, NEC Europe Network Laboratories</t>
  <t>Mark Watson, Netflix</t>
  <t>Martin Peylo, Nokia</t>
  <t>Mohammed Dadas, Orange</t>
  <t>Diego Lopez, Telefonica</t>
  <t>Matteo Varvello, Telefonica</t>
  <t>Zubair Shafiq, The University of Iowa</t>
  <t>Vijay Devarapalli, Vasona Networks</t>
  <t>Sanjay Mishra, Verizon</t>
  <t>Gianpaolo Scassellati, Vimplecom</t>
  <t>Kevin Smith, Vodafone</t>
  <t>Wendy Seltzer, W3C</t>
</list></t>

</section>
<section anchor="workshop-position-papers" title="Workshop Position Papers">

<t><list style="symbols">
  <t>Mohammed Dadas, Emile Stephan, Mathilde Cayla, Iuniana Oprescu, “Cooperation Framework between Application layer and Lower Layers” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_33.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_33.pdf</eref></t>
  <t>Julien Maisonneuve, Thomas Fossati and Vijay Gurbani, “The security pendulum and the network” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_4.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_4.pdf</eref></t>
  <t>Martin Peylo, “Enabling Secure QoE Measures for Internet Applications over Radio Networks is a MUST” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_32.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_32.pdf</eref></t>
  <t>Vijay Devarapalli, “The bandwidth balancing act: Managing QoE as encrypted services change the traffic optimization game” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_10.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_10.pdf</eref></t>
  <t>Humberto La Roche, “Use Cases for Communicating End-Points in Mobile Network Middle-Boxes” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_12.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_12.pdf</eref></t>
  <t>Richard Barnes and Patrick McManus, “User Consent and Security as a Public Good” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_13.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_13.pdf</eref></t>
  <t>Iuniana Oprescu, Jon Peterson and Natasha Rooney, “A Framework for Consent and Permissions in Mediating TLS” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_31.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_31.pdf</eref></t>
  <t>Jari Arkko and Göran Eriksson, “Characteristics of Traffic Type Changes and Their Architectural Implications” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_15.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_15.pdf</eref></t>
  <t>Szilveszter Nadas and Attila Mihaly, “Traffic Management for Encrypted Traffic focusing on Cellular Networks” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_16.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_16.pdf</eref></t>
  <t>Gianpaolo Scassellati, “Vimpelcom Position Paper for MaRNEW Meeting” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/09/MaRNEW_1_paper_17.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/09/MaRNEW_1_paper_17.pdf</eref></t>
  <t>Mirja Kuehlewind, Dirk Kutscher and Brian Trammell, “Enabling Traffic Management without DPI” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_18.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_18.pdf</eref></t>
  <t>Andreas Terzis and Chris Bentzel, “Sharing network state with application endpoints” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_19.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_19.pdf</eref></t>
  <t>Marcus Ihlar, Robert Skog and Salvatore Loreto, “The needed existence of Performance Enhancing Proxies in an Encrypted World” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_20.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_20.pdf</eref></t>
  <t>John Mattsson, “Network Operation in an All-Encrypted World” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_21.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_21.pdf</eref></t>
  <t>Dirk Kutscher, Giovanna Carofiglio, Luca Muscariello and Paul Polakos, “Maintaining Efficiency and Privacy in Mobile Networks through Information-Centric Networking” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_23.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_23.pdf</eref></t>
  <t>Chunshan Xiong and Milan Patel, “The effect of encrypted traffic on the QoS mechanisms in cellular networks” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_25.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_25.pdf</eref></t>
  <t>Thomas Anderson, Peter Bosch and Alessandro Duminuco, “Bandwidth Control and Regulation in Mobile Networks via SDN/NFV-Based Platforms” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_26.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_26.pdf</eref></t>
  <t>Karen O’Donoghue and Phil Roberts, Barriers to Deployment: “Probing the Potential Differences in Developed and Developing Infrastructure” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_27.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_27.pdf</eref></t>
  <t>Wendy Seltzer, “Performance, Security, and Privacy Considerations for the Mobile Web” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_28.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_28.pdf</eref></t>
  <t>Jianjie You, Hanyu Wei and Huaru Yang, “Use Case Analysis and Potential Bandwidth Optimization Methods for Encrypted Traffic” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_29.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_29.pdf</eref></t>
  <t>Mangesh Kasbekar and Vinay Kanitkar, “CDNs, Network Services and Encrypted Traffic” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_30.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_30.pdf</eref></t>
  <t>Claude Rocray, Mark Santelli and Yves Hupe, “Providing Optimization of Encrypted HTTP Traffic” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_341.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_341.pdf</eref></t>
  <t>Zubair Shafiq, “Tracking Mobile Video QoE in the Encrypted Internet” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_35.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/08/MaRNEW_1_paper_35.pdf</eref></t>
  <t>Kevin Smith, “Encryption and government regulation: what happens now?” at <eref target="https://www.iab.org/wp-content/IAB-uploads/2015/09/MaRNEW_1_paper_1.pdf">https://www.iab.org/wp-content/IAB-uploads/2015/09/MaRNEW_1_paper_1.pdf</eref></t>
</list></t>

</section>


  </back>

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