In 1992, the explosive growth of the World Wide Web began. The architecture of the Internet was commonly described as having four layers above the physical media, each providing a distinct function: a "link" layer providing local packet delivery over heterogeneous physical networks, a "network" layer providing best-effort global packet delivery across autonomous networks all using the Internet Protocol (IP), a "transport" layer providing communication services such as reliable byte streams (TCP) and datagram service (UDP), and an "application" layer. In 1993, the last major change was made to this classic Internet architecture;11 since then the scale and economics of the Internet have precluded further changes to IP.12
A lot has happened in the world since 1993. The overwhelming success of the Internet has created many new uses and challenges that were not anticipated by its original architecture:
Here is a conundrum. The Internet is meeting these new challenges fairly well, yet neither the IP protocol suite nor the way experts describe the Internet have changed significantly since 1993. Figure 1 shows the headers of a typical packet in the AT&T backbone,19 giving us clear evidence that the challenges have been met by mechanisms well outside the limits of the classic Internet architecture. In the classic description, the only headers between HTTP and Ethernet would be one TCP header and one IP header.
In this article, we present a new way of describing the Internet, better attuned to the realities of networking today, and to meeting the challenges of the future. Its central idea is that the architecture of the Internet is a flexible composition of many networksnot just the networks acknowledged in the classic Internet architecture, but many other networks both above and below the public Internet in a hierarchy of abstraction. For example, the headers in Figure 1 indicate the packet is being transmitted through six networks below the application system. Our model emphasizes the interfaces between composed networks, while offering an abstract view of network internals, so we are not reduced to grappling with masses of unstructured detail. In addition, we will show that understanding network composition is particularly important for three reasons:
Reuse of solution patterns: In the new model, each composable network is a microcosm of networking, with the potential to have all the basic mechanisms of networking such as a namespace, routing, a forwarding protocol, session protocols, and directories. Our experience with the model shows this perspective illuminates solution patterns for problems that occur in many different contexts, so that the patterns (and their implementations!) can be reused. This is a key insight of Day's seminal book Patterns in Network Architecture.7 By showing that interesting networking mechanisms can be found at higher levels of abstraction, the new model helps to bridge the artificial and unproductive divide between networking and distributed systems.17
Verification of trustworthy services: Practically every issue of Communications contains a warning about the risks of rapidly increasing automation, because software systems are too complex for people to understand or control, and too complex to make reliable. Networks are a central part of the growth of automation, and there will be increasing pressure to define requirements on communication services and to verify they are satisfied.14 As we will show, the properties of trustworthy services are defined at the interfaces between networks, and are usually dependent on the interaction of multiple networks. This means they cannot be verified without a formal framework for network composition.
Evolution toward a better Internet: In response to the weaknesses of the current Internet, many researchers have investigated "future Internet architectures" based on new technology and "clean slate" approaches.2,20,21,25 These architectures are not compatible enough to merge into one network design. Even if they were, it is debatable whether they could satisfy the demands for specialized services and localized cost/performance trade-offs that have already created so much complexity. A study of compositional principles and compositional reasoning might be the key to finding the simplest Internet architecture that can satisfy extremely diverse requirements.
We begin with principles of the classic architecture, and then discuss why they have become less useful and how they can be replaced. This should help clarify that we are proposing a really new and different way of talking about networks, despite the familiarity of the terms and examples. We close by considering potential benefits of the new model.
The end-to-end principle. The best-known principle of the classic Internet architecture is the end-to-end principle,5,8 which creates a sharp divide between the network and the endpoint machines that it serves. The principle says the functions of the network should be minimized, so that it serves everyone efficiently, and that whenever possible services should be implemented in the endpoint machines. The endpoints are easily programmable (so anyone can add services), and the end-to-end perspective is the best perspective for functions such as reliability.
The end-to-end principle is also expressed by the slogan "smart edge, dumb network." Another implication of the end-to-end principle is the user interface to a network consists of the links between endpoint machines and the rest of the network.
Despite its tremendous explanatory and engineering value, the end-to-end principle does not describe the Internet as a whole. We know there are services (such as protection from denial-of-service attacks) that cannot be implemented in endpoints.4 Today's Internet is full of middleboxes, which are functional elements located inside the network and inserted into end-to-end paths. On the other side of the divide, performance of the network depends to some extent on congestion control in TCP endpoints. It is no longer true that endpoint machines and networks are always owned by different parties (in clouds they are not), and no longer true that network elements such as routers are not programmable.10
From a modeling perspective, the divide between network and endpoints is harmful for a very simple reason: If we want to describe and verify communication (network) services, then we must include all the agents involved in providing those services.
User interfaces are inside machines. Figure 2 illustrates the new model's approach to network services and the user interface. Each machine participating in a network must be running a member of that network. The network member is a software or hardware module that implements some subset of the network protocols. Members are connected by links, where a link is a communication channel that accepts packets from one member and delivers them to another member.a Members of the network forward packets that are not destined for them, so a packet can reach its destination through a path of members.
The users of networks are distributed application systemscomputer systems with operational modules spread across different physical machines. The modules of a distributed system need a network to communicate. The main user interface to a network consists of the interfaces inside machines between user modules and members of the network.
An instance or usage of network service is a session. A network has packets, which are its transmissible units of data. A session transmits a set of packets that are related from the perspective of the user. In Figure 2, a one-way session transmits packets from an application sender to an application receiver. The session has identifier sessIdent. So the main user interface to the network is that the sender has action send (packet, sessIdent) to send a packet in the session, and the network has action deliver (packet, sessIdent) to deliver a packet to the receiver.
Although the user interface between two networks is always implemented inside machines, implementations vary. Many user interfaces are implemented by software in operating systems. The user interfaces to the MPLS networks in Figure 1, on the other hand, are implemented deep inside the hardware of high-speed routers.
Fixed layers with distinct functions. The classic Internet architecture prescribes five layers (including the physical media), as listed earlier. The contemporaneous OSI reference model13 has seven layers, with "session" and "presentation" layers between the transport and application layers. In both hierarchies each layer has a distinct function not performed by any other layer.
Fixed layers with distinct functions are no longer a realistic description of the Internet. For example, routing and forwarding are extremely important network functions; in the classic architecture the local version of these functions resides in the link layer, while the global version resides in the network layer. Yet, Figure 1 also shows the presence of a GPRS (a standard for cellular data service) network and two MPLS networks, each of which has its own routing and forwarding that aggregates packets and manages resources at different levels of abstraction. Further up in Figure 1, we see three IP headers, plus evidence that three separate IP session protocols (TCP, IPSec, and UDP) apply to this packet.
Conceivably there is a model with fixed layers and distinct functions that fits this packet, but the same HTTP messageif observed at different places along its end-to-end pathwill be encapsulated in packets with different headers indicating different layers and different functions. So no variation on the classic Internet architecture or OSI reference model can help us understand what is going on.
Self-contained networks. A major principle of the new model is that layers in a composition hierarchy are self-contained networks. Each network is a microcosm of networking, with all the basic mechanisms including a namespace, routing, a forwarding protocol, session protocols, and directories. However, because networks vary widely in their purposes, geographical spans, memberships, and levels of abstraction, these mechanisms also vary, and a mechanism may be vestigial in a particular network design where it is not needed. According to this principle the IP protocol suite is a general-purpose network design that is implemented on most networked devices. As such, it can be reused for the design and implementation of many networks. Note that an IP network encompasses both the network and transport layers of the classic Internet architecture.
We will now give brief explanations of the major parts of a network, followed by examples.
A network's namespace is the set of names that its members can have. Most commonly each member of a network has a unique name, although there are many exceptions.
Routing is the mechanism that determines paths and installs entries in the forwarding tables of network members, while a network's forwarding protocol is the mechanism in which a member uses its forwarding table and other computations to forward packets toward their destinations. It includes formats for packet headers and forwarding tables. Most commonly, the table at each member is a mapping from headerPattern and inLink to outLink, where headerPattern matches some subset of packet headers, and inLink and outLink are local identifiers for the links of that member. The mapping tells the member that on receiving a packet on incoming link inLink whose header matches headerPattern, it should forward the packet onto outgoing link outLink. The mapping can also tell the member, explicitly or implicitly, to drop the packet.
A session protocol is a set of conventions governing a specific kind of session; it always includes the behavior of the session endpoint members, and may include the behavior of other network members on the session path. It covers packet headers, packet sequence, member state, and member actions. The header format of a session protocol is a specialization of its network's forwarding format, so a header must conform to both. The new model makes particular use of the following header fields:
These fields are always present in headers unless they are vestigial (which means they would be identifying elements in a set of size zero or one) or unless the information they carry is already stored in members along the path of the session.
Examples of new networks. Many campus architectures have networks called virtual local area networks (VLANs) that are not found in the classic architecture.22 The purpose of VLANs is to maintain an important network topology that is not present in either the IP network or local area networks (LANs) on campus, as shown in Figure 3. In the figure, each physical machine is assigned a color and final name digit for its network members, so that it is easy to see which network members are on the same machine.
At the bottom level we see there are physical LANs covering different areas of campus, and some high-speed physical links across campus.b At the top level the campus has a private IP network. User machines are divided into groups depending on whether they belong to students, administrators, departments, or others. Members of a group are identifiable by the prefixes of their IP addresses (abbreviated in the figure). Within each group each user machine is connected by a virtual link to every other group member and to one or more IP routers that serve as security gateways to the group. Members of different groups can reach each other only through IP routers, where filtering rules are installed to allow only approved communication among groups. Note that the machines with IP addresses 2.7 and 2.8 are close together in the IP topology, but far apart in the physical topology.
At the middle level of the figure there is an isolated VLAN for each group. Like the LANs, a VLAN uses the Ethernet design in which names are MAC addresses (abbreviated "M"). These VLANs do their own routing, separate from the routing in the LANs. A virtual link in the IP network must be implemented by a path in a VLAN and a link in a VLAN must be implemented by a physical path. As a result, a packet from 1.3 to 2.6 must go through IP router 0.5 and be screened, even though the shortest physical path between the red and green machines does not go through an IP router. The VLAN architecture has been found to simplify administration, enhance security, and improve the efficiency of campus networks.22
A completely different kind of virtual network is often found in multitenant clouds, which may offer to their tenants various services such as load-balancing, packet filtering by firewalls, and application-specific performance enhancements. Such clouds have virtual networks that implement these services by inserting middleboxes into the paths of sessions. In these virtual networks, the major purpose of routing and forwarding is to direct the packets of sessions through middle-boxes according to the tenant's service specification.3,16
The most unusual networks in this article are named data networks (NDN).25 In NDN each piece of data has a unique name. For purposes of the networking functions of routing and forwarding, a data server has the name of every piece of data available from it; a server can have many names, and a name can be assigned to many servers. The routing protocol uses advertising and other conventional techniques so that a request for data is usually forwarded to the nearest server with the requested data. In NDN, a session consists of a single request and its response, and there is no source name in the request packet. (A source name would be useless for returning the response to the requestor, because users do not have names and server names are not unique.) Rather, the session protocol leaves traces of the session in every member that forwards the request, so that the response can follow the path in reverse.
NDN is a "future Internet architecture," as mentioned at the outset. In current NDN deployments, wherever NDN links must traverse non-NDN nodes, they are implemented by being layered on top of the public Internet. NDN networks are particularly interesting because their design shows how the session protocol, routing, and forwarding of a network can be highly specialized and tightly integrated.
Layering of self-contained networks. The most important operator for the composition of networks is layering, which is simply what happens when one network uses the services of another network, in exactly the sense discussed earlier. More specifically, a link in a user network is implemented by a session in a used network.
A usage hierarchy is a directed acyclic graph whose nodes are networks and whose edges represent composition by link implementation. A level in this graph is a set of networks that all have the same graph distance from some reference point. This definition will be refined further.
For example, Figure 3 is derived from a usage hierarchy, with the levels of the graph being represented by vertical placement. The bidirectional link between 2.7 and 2.8 in the campus IP network is implemented by a bidirectional session in the administrators' VLAN that follows the path shown between M7 and M8. The link between M7 and M4 in the VLAN is implemented by a session in the left physical LAN following the spanning-tree path between M7 and M4. Note that machines have distinct members in VLANs and LANs, even though those networks happen to use the same Ethernet design and the same namespace.
Consider the right LAN in Figure 3. It links machines in both the students' and administrators' groups, so it must implement links in at least two VLANs. When the destination of a session in this LAN receives a packet, which member of which VLAN should it deliver the packet to? LAN packets in this architecture have a user-network identifier called a "VLAN tag," which tells the destination which user network is being served by the session.
The most important operator for the composition of networks is layering, which is when a link in a network is implemented by a session in a used network.
The shift from a principle of fixed layers to a principle of many self-contained networks encourages a shift in thinking and terminologyfrom different concepts and terminology for each layer to concepts and terminology that emphasize the similarities among layered networks. Most importantly of all, users of networksdistributed application systemscan be networks themselves, and the distinction between the two concepts weakens.
If the service provided by a session protocol has a specification, then the specified properties of a session are also the guaranteed properties of a link the session implements. For example, the best-known service of IP networks is implemented by the session protocol TCP. A user of TCP sends a stream of bytes, and this byte stream must be received by the user at the other end of the session with no bytes missing or duplicated, and all in the same order in which they were sent.
In the case of TCP the work needed to satisfy this specification is performed by the protocol implementation in the network members at the endpoint machines. IP/TCP packet headers have a session identifier (the four-tuple with both names and both ports) and a user network (the destination port or "well-known port"). The network has a maximum transmission unit limiting the size of IP packets. So the TCP implementation at the source accepts a byte substream, disassembles it into IP packets, encapsulates each packet in the TCP/IP header, and sends it through the network. When the TCP implementation at the destination receives packets, it decapsulates them by removing the TCP/IP header, requests retransmissions of missing substreams, assembles a complete substream in byte order, and delivers it to the receiver.
Names and directories. Classic descriptions of the Internet associate "domain names" with the application layer, IP "addresses" with the network layer, and MAC addresses with the link layer. In the new model every network simply has a namespace, and network members have names in the namespaces of their networks. In the literature of networking, names in various networks are also referred to as "service names," "identifiers," and "locations."
In every instance of layering composition, a network A uses a network B. Some members of A must be running on the same machines as members of B, and interfacing with them to get network services. If B must set up sessions dynamically to serve A, then there must be a directory mapping names in A to the names of the members of B on the same machines. For example, a Web request is sent from a client to a server having a domain name in the Web namespace. For an IP network to implement this communication, it must discover the network name (IP address) of the server, which will be the destination of the TCP session carrying the request. DNS is the directory providing this information.c
The new model does not constrain internal implementation details of networks. For example, although most networks store member-specific forwarding tables in individual members, in SEATTLE there is a single (although distributed) forwarding table used by all members.15 And although many networks have centralized directories, in Ethernets the directory information obtained from the Address Resolution Protocol is cached in individual members. Thus forwarding state and directory state cannot always be distinguished by the way they are implemented. But they can always be distinguished by what they are mapping: forwarding state maps destination names to members/names in the same network, while directory state maps names from one network to names in another network.
Service properties and compositional reasoning. A network offers to its users one or more communication services, each specified as a set of properties, and some associated with the use of specific session protocols. Some properties are defined on individual sessions, while others are defined on aggregates of sessions. In general, the properties fall into four categories:
In addition to providing specified services, network designers and operators are also concerned with efficient resource allocation, so that the services are provided at minimal cost.
Basic reasoning about composition by layering is easy to explain. There should be a one-to-one mapping between implemented links and implementing sessions. The packet load on the link, possibly fragmented into smaller packets, becomes the packet load on the implementing session. The guaranteed properties of the session become the assumed properties of the implemented link.
Although such rigor is not always needed, it should be possible to reason that a network satisfies its service specifications, and that its use of resources is close to optimal. Network designers have been very successful at this, at least with respect to performance properties. They have learned to abstract the effects of used and using networks, and have developed effective optimization algorithms and tools for self-contained networks.
Reachability, behavioral, and security properties are not so well understood. Next, we discuss examples in which the new model captures the structures and relationships needed for reasoning compositionally about these properties.
Bridging. In our model a network has a single administrative authority, which is responsible for providing the network's services with their specified properties. Bridging is a composition operator in which sessions or services are implemented by a set of networks chained end-to-end. With bridging, the two endpoints of a session can be members of different networks. The public Internet consists of a large number of autonomous IP networks, composed by bridging.
There are several variations on bridging, depending on how much structure the bridged networks share. In the simplest case two bridged networks have identical designs and protocols, names of all network members are unique across both networks, and members of both networks have access to the routing and directories of the other. In this simple case, the networks can be bridged by shared links, and little changes except that the reach of both networks is extended. This is how public IP networks are bridged.
In other cases, bridged networks are less similar. They may have different or overlapping namespaces. They may have unshared routing, unshared directories, or other barriers. In these cases a member of one network can still reach a member of a bridged network, but only with the addition of compound sessions. A compound session is simply a session in which there is at least one middlebox acting as a joinbox. The joinbox serves as a destination for one simple session and a source for another simple session, and maintains state that associates the two simple sessions so it can forward packets from one to the other.d If two bridged networks have incompatible session protocols, then a joinbox, acting as a protocol converter, must be the shared element between them.
We will now introduce a simple, familiar example, which will illustrate bridging, trust, and service verification. Figure 4 shows two private networks communicating through the public Internet, although their relationships to the public Internet are not symmetric. In this example an employee's laptop using the private IP network in a coffee shop is connected to the public Internet through bridging. At a higher level, using virtual private network (VPN) technology layered on top of the previous networks, the laptop joins the employer's private enterprise network, and accesses a compute server within it. We will look at the bridging first.
It has been a long time since there has been enough room in the IPv4 32-bit namespace to give every networked machine a unique name. Outright exhaustion of the namespace was delayed by the fact that most private networks reuse the same set of private IP addresses. The cost of this strategy is that private IP addresses are ambiguous except in their local context, and a machine with a private address cannot be reached from outside its local network except with a compound session.
In Figure 4, the joinbox for the compound session is the coffee shop's IP router, which incorporates the functionality of network address translation (NAT). The bidirectional compound session is initiated from the private address X, to public address S. Upon receiving the session-initiating packet, the NAT/router alters it before forwarding, thus making an outgoing session with its own public address N as the source. When S accepts this session and sends packets in the reverse direction, it uses reachable N as the destination rather than unreachable X. In this figure, the dark-gray box represents the public Internet as one network, ignoring the fact it is really a bridging of many networks. Bridging is shown explicitly by the link and session across a network boundary. In the usage hierarchy, the enterprise network uses both lower-level networks.
At the higher level of Figure 4, the enterprise network is also a private IP network, with private addresses U and W, and public address S. The laptop joins the enterprise network by creating a dynamic link to the VPN server. The link is implemented by the IPsec session, so that packets are transmitted in encrypted and authenticated form. The VPN server authenticates the laptop, which has secret credentials issued by the enterprise, and gives it temporary address U within the enterprise network. At this point the laptop can initiate a session with compute server W, using TCP as the session protocol in the higher-level IP network.
Verification of trustworthy services. To prove security properties, some entities must have responsibilities and be trusted to fulfill them. Normally the entity that is trusted is a machine because the whole machine has a single owner,e but trusted to do what, and by whom? A machine can have members of multiple networks, and in each network its member can play a different role.
In networks bridged together in and with the public Internet, as on the lower level of Figure 4, a network's administrative authority owns routers (and other infrastructure machines) and trusts them to behave as specified. Because the administrative authority does not trust the user members (end-points), the behavior of the routers and other infrastructure machines should be sufficient to provide the specified services in cooperation with well-behaved endpoints, and to protect the network from ill-behaved endpoints. Beyond the technical sources of trust, economic relationships provide incentives for administrative authorities to ensure that networks satisfy their service specifications.6
In Figure 4, the employee's laptop and enterprise gateway have network members that are not trusted by their Internet providers, but are trusted by the enterprise. The VPN server does not allow the laptop's member U to join the enterprise network until it shows that it is trustworthy by sending secret credentials.
This VPN architecture enforces two security properties:
The second property is guaranteed by the IPsec implementation of dynamic links outside enterprise walls. To prove the first property, it is necessary to establish that only packets transmitted on links in the enterprise network (which is not bridged to other networks) are forwarded to W. The easiest way to prove this is to rely on the fact that dynamic links of the enterprise network are associated with specific lower-level sessions. Then it is only necessary to checkno matter what packets the public Internet delivers to its member Sthat the member drops all received packets unless they belong to sessions implementing dynamic links.
The VPN example is especially simple because the security mechanisms at both levels are implemented on the same machine. The same verification pattern works for more complex security mechanisms, however. The common structures are a secure network layered on top of the public Internet, and a packet-filtering mechanism that prevents harm (including denial-of-service attacks) at the level of the public Internet.1 The secure overlay carries only approved packets, as enforced by its ingress members. The packet filters are on different machines, and need only have enough knowledge to reject packets not belonging to sessions implementing links of the overlay.
These examples barely scratch the surface of network security. Nevertheless, a broad survey of security mechanisms24 has shown that the compositional model is important for understanding all aspects of security, and for working toward a comprehensive proof framework. The model is especially valuable for discovering how security interacts with other aspects of network architecture such as session protocols, routing, virtualization, and middleboxes.
One of the most interesting aspects of composition is that sometimes the "usage hierarchy" is a convenient fiction, because composition creates a usage graph with cycles. It is still useful to think in terms of usage hierarchies, provided that we remember they are approximate abstractions with localized exceptions.
Mobility is a network service that preserves reachability to a network member, and may even preserve the member's ongoing sessions, even though the member's machine is moving. One kind of mobility is provided by LISP Mobile Node8,9 (for a survey of all kinds of mobility, see Zave and Rexford23). With LISP-MN, a machine has a network member with a persistent IP address called an "identifier." In a lower-level IP network, the machine has a member with a temporary, location-dependent IP address called a "location." As a new and lightweight way to provide mobility, LISP-MN must interoperate with the public Internet. Figure 5 shows how. As in Figure 4, the public Internet is depicted as if it were one network.
At the top level of this figure, the public Internet is bridged with a LISP-MN network, which is a specialized IP network. The LISP-MN network owns a range of IP addresses, from which identifiers are drawn. Because of the bridging, a legacy host with IP address addr1 has been able to initiate a TCP session with a mobile node whose identifier is ident2.
The shared elements for bridging are the unlabeled middleboxes. In both networks these middleboxes resemble IP routers, in that they forward packets and do not behave as session endpoints. The middleboxes advertise the mobile range of IP addresses into the public Internet, which means each packet destined for an address in this range will be forwarded to one of them. The LISP-MN network has a directory mapping identifiers of mobile nodes to their current locations. When such a middlebox receives its first packet for ident2 (or first in a long time), it gets ident2's location loc2 from the directory, creates a dynamic link to ident2, and forwards the packet on it. Subsequent packets to ident2 use the same link.
The LISP-MN network is layered on top of the public Internet, so that dynamic LISP links are implemented by public UDP sessions. On the same machines as the three members of the LISP-MN network there are members of the public Internet with IP addresses addr3, addr4, and loc2, and these are the endpoints of the UDP sessions. When a mobile node changes its location, it notifies all the middleboxes with which it has dynamic links, and also updates the directory. The UDP sessions will move to the new location, but the LISP-MN links will remain.
Like Figures 3 and 4, Figure 5 uses vertical position to imply a usage graph. In this usage graph, the LISP-MN network is both bridged with the public Internet (at the same level) and layered on it. To avoid drawing the cycle, we depict the public Internet in two places. This graph shows a common pattern for interoperation of special-purpose IP networks with the public Internet.
Figure 3 is another example of a usage graph with a cycle in it. As in Figure 5, rather than drawing a cycle, we have put a network here the campus IP networkin the figure twice. At the bottom level of the figure, the only physical connection between LANs is the campus IP network. The link shown is exactly the same as the link between 0.4 and 0.5 at the top level of the figure. When an IP packet is sent from source 2.7 to destination 2.8, it is encapsulated in a VLAN header with source M7 and destination M8. When that packet is traversing the VLAN link between M4 and M5, it is further encapsulated in an IP header with source 0.4 and destination 0.5. This packet format is called the "VX-LAN" format.
Special-purpose virtual links in IP networks are often called "tunnels." Our model provides a structured view of tunnels, clarifying the roles of network members at the upper and lower levels of tunnel endpoints, the state that each network member requires, and the fields that must be present in packet headers. This uniformity across levels can explain confusing designs and make them analyzable. For example, even though a network can use itself in a usage graph, a network link must never use itself.
Since 1993, the Internet has evolved by means of new networks and new compositions. The Internet today is a vast collection of networks comprised in a rich variety of ways by layering and bridging, including being composed with themselves. Networks are easy to add locally (campus networks, cloud computing) or at high levels of the approximate usage hierarchy (mobility, distributed systems). They are slower to disseminate when both global and low in the hierarchy (IPv6).
This evolution, while necessary to keep up with increased demand, new technology, and many new requirements, has created tremendous complexity. First and foremost, our compositional model describes the current complex Internet as precisely as the classic Internet architecture described the Internet of 1993. Because it is inherently modular, it also has the potential to organize, explain, and simplify as well as to describe.
Based on our experience applying the model to many kinds of networks and aspects of networking, there are two primary reasons for adding a new network to the global Internet architecture:
Layered networks hide information, which can make problem diagnosis very difficult.19 On the other hand, separation of concerns into different networks is a way of taming complexity. This is especially obvious when networks are being added for the second reason, and distinct topologies (for example) are maintained by distinct networks. Also, very often, it is more efficient to compose two networks than to intertwine distinct structures in the same network. This is illustrated well by Qazi et al.,16 which shows that the conflation of a middlebox topology and a physical topology would cause a combinatorial explosion of router state.
The most immediate potential benefits of the new model are based on its capacity to explain the complexity that is already present and must be dealt with. The model can be formalized through analytic tools and reasoning technology, in support of robustness and verification of trustworthy services. We also believe the model should be used in graduate-level teaching, to cover a wider variety of networks in a shorter period of time, and to encourage recognition of patterns and principles.
Next, the model has the potential to improve current design and development of software-defined networks. Reusable patterns would both increase the availability of different points in a trade-off space, and make each easier to deploy by means of reusable or generated software. Optimizations should become easier to apply, because the model can help us reason that they are safe.
Finally, a compositional model may help us to find a simpler future Internet architecture that truly meets foreseeable requirements and might even adapt to unforeseeable ones. Perhaps, with study of compositional principles and compositional reasoning, we can discover optimal uses of composition, in configurations that exploit its benefits and ameliorate its disadvantages. This could be the basis of network architectures that offer both flexibility and manageability. Pushing Internet evolution in this direction would be a truly worthy goal.
10. Feamster, N., Rexford, J. and Zegura, E. The road to SDN: An intellectual history of programmable networks. ACM Queue; https://queue.acm.org/detail.cfm?id=2560327.
20. Venkataramani, A., Kurose, J.F., Raychaudhuri, D., Nagaraja, K., Banerjee, S. and Mao, Z.M. MobilityFirst: A mobility-centric and trustworthy Internet architecture. ACM SIGCOMM Computer Communication Review 44, 3 (July 2014), 7480.
24. Zave, P. and Rexford, J. Network Security; https://www.cs.princeton.edu/courses/archive/fall18/cos561/papers/Security18.pdf.
d. A joinbox must change at least one of the source or destination in the session header; it may or may not be a "proxy," which is a session-protocol endpoint. For example, the NAT in Figure 4 is a joinbox and not a proxy.
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