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Meta believes that people — no matter where they live — deserve a consistent, high-bandwidth internet experience. In many markets, slow internet speeds are prevalent given the complexities of expanding existing networks in a timely manner. Meta has developed the Terragraph system to reduce the time taken to add these capacity solutions.

Terragraph (TG) is a 60GHz, multi-node wireless Software Defined Network (SDN) that enables high-speed internet connectivity in multiple environments. It incorporates commercial, off-the-shelf components and industrial design for quick and affordable deployments across many markets. The network operates best in Line-Of-Sight (LOS) conditions to maximize connectivity. In its essence, Terragraph is "wireless fiber" with gigabit speeds, rapid deployment capability, and flexible use case support.

Terragraph is a distribution level network designed to augment and expand a fiber optic network. That is, Terragraph is a high-speed backbone network to which other networks are connected. When combined with fixed access connections or Wi-Fi access points, Terragraph is a low-cost solution to achieve street-level coverage with high speeds.

A Terragraph network is composed of individual nodes supported by network services operating in the cloud. There are two types of nodes in a Terragraph network – Distribution Nodes (DNs) and Client Nodes (CNs). DNs are the backbone of the Terragraph network that distribute internet connectivity from one or more fiber optic Points of Presence (PoPs) over multiple hops to CNs. DNs and CNs are connection points for client networks, wireless access points, and other customer premise equipment (CPE) to connect to the internet.

Each node in a Terragraph network is a Layer 3 (L3) router. Nodes route traffic within and between the Terragraph network and attached access networks using routing information provided by the Open/R protocol. The over-the-air link protocol between Terragraph nodes uses a modified version of the Directed Multi-Gigabit (DMG) physical layer (PHY) of the IEEE 802.11-2016 standard, previously the 802.11ad-2012 amendment to the IEEE Standard 802.11-2012, and a significantly slimmed down Media Access Control (MAC) layer. Each node uses a multi-element, phased array antenna and advanced beamforming techniques to form high-quality communication links between nodes at distances in excess of 250 meters, including primarily LOS paths, while also using reflection paths between the nodes. The multiple propagation paths between nodes are called micro-routes, and each micro-route is a potential communication link between nodes. Each node selects the strongest communication link from the many possible propagation paths between the nodes. The phased array antenna allows Terragraph to establish links to mitigate co-channel interference that often prevails in dense urban environments.

Two services in the cloud — the End-to-End Service (E2E) and the Network Management Service (NMS) — configure, control, and monitor the Terragraph network.

Terragraph Applications and Use Cases

Common use cases for a Terragraph network are described below.

Fixed Wireless Access

Terragraph can help supply Internet Service Provider (ISP) services to residential homes, apartment buildings (i.e., multi-dwelling units, or MDUs), or small/medium-size offices. This may also include distribution in an office complex, a collection of school buildings, or generally, any area where fiber connectivity has not been installed and a wireless Gbps solution would cost-effectively supply high speed broadband to fixed users. The network design involves a mesh of DNs that distribute broadband and terminate in CNs attached to homes/buildings – connectivity is further distributed indoors through existing wired or Wi-Fi systems.

Wi-Fi Metropolitan Coverage

Smart cities and municipal Wi-Fi systems can provide high capacity Gbps coverage using a city-wide Wi-Fi network interconnected with a Terragraph network. This can be utilized for a variety of services, such as public safety, city, and commercial services. Under this use case, the Wi-Fi access points are connected to the DNs in the mesh of the city. The distance between Terragraph nodes is roughly the same as the range of the signal coverage from the Wi-Fi nodes, making this an ideal scenario.

A Terragraph deployment

Mobile Backhaul

Next-generation cellular networks require denser deployment and multi-gigabit data rates to backhaul the radio sites. Terragraph-based solutions can help mobile operators easily augment capacity in areas where fiber is not available or viable.

Important Terms

  • Node - A general purpose compute unit that controls one or more sectors and runs on Linux.
  • Sector - A wireless baseband card attached to a node.
  • Site - A collection of one or more nodes installed at the same physical location.
  • Street Furniture - Objects placed or fixed in the street for public use, such as light poles, utility poles, traffic signals, bus stops, billboards, and traffic signals.
  • DN (Distribution Node) - A node that distributes the bandwidth from a fiber PoP to neighboring nodes in the Terragraph mesh network. These are the active elements that make up the network itself.
  • CN (Client Node) - A node serving as the termination point where service delivery takes place. These are not a part of the mesh network for distribution, but provide connectivity to a fixed client such as an eNodeB, Wi-Fi Access point (AP), or a fixed connection to a home or office.
  • CPE (Customer Premise Equipment) - Equipment connected to a Terragraph DN or CN for customer use, such as a Wi-Fi access point.
  • PoP (Point-of-Presence) Node - A DN that serves as the demarcation between the Terragraph network and the provider's backbone network. The PoP node is part of the Terragraph network.
  • E2E (End-to-End) Controller - The cloud service that configures and controls various aspects of the Terragraph network.
  • NMS (Network Management Service) Aggregator - The cloud service that collects and aggregates statistics, events, and logs from nodes in the Terragraph network. This component is deprecated in favor of Kafka and Fluentd.
  • Mesh Network - Terragraph employs a directed mesh network of DNs to deliver broadband services. A directed mesh network is designed to use multiple connections in several directions from each node thereby providing both high reliability and path redundancy.
  • Open/R - The routing protocol developed for and used by Terragraph.
  • 802.11ad - The IEEE standard which supports high speed wireless communication in the 60GHz unlicensed band. Terragraph is based on the IEEE 802.11ad specification, but portions of the standard have been modified to improve reliability and performance over longer link distances.
  • 802.11ay - An extension to the IEEE 802.11ad standard, intended to focus specifically on the Terragraph use case (i.e. outdoor, scheduled, and directed) that enables up to 40Gbps through channel bonding and MIMO.
  • Path Loss - The reduction in power density (attenuation) of an electromagnetic wave as it propagates through the wireless channel. It is a combination of "free space" loss and channel impairments such as diffraction and reflection. As distance increases or an obtrusion enters into the link, path loss increases. This quantity is expressed in decibels and generally exceeds 100dB between the transmitter and receiver at the edge of coverage.
  • Azimuth - The orientation at which a radio antenna is pointed. This is based on a compass angle between 0-360 degrees.
  • dBm - The power ratio in decibels (dB) of the measured power referenced to one milliwatt (mW).
  • RSSI (Received Signal Strength Indicator) - The power present in a received radio signal. The smaller the value, the lower the signal power received by the radio.
  • PER (Packet Error Rate) - A ratio measuring received packets that contain at least one error.
  • SNR (Signal-to-Noise Ratio) - The ratio of intended receive signal to the total noise and interference. The limit of connectivity is determined by the SNR that is achieved at the receiver, which drives connectivity and the speed of the connection.
  • MCS (Modulation and Coding Scheme) - Based on a link's SNR and PER, link adaptation on the Terragraph radio will pick a corresponding MCS to ensure that the link remains stable in changing RF conditions. MCS refers to the notion of packaging less data in fewer number of bits and mathematically protecting it to increase the probability of successful decoding on the receiver end. Low MCS is directly proportional to lower throughput. A table showing the different MCS rates and corresponding data rates is shown below. Note that "N_CBPS" represents the number of code bits per symbol.
MCS IndexModulationN_CBPSRepetitionCode rateData rate (Mbps)
MCS-1𝛑/2 BPSK121/2385
MCS-2𝛑/2 BPSK111/2770
MCS-3𝛑/2 BPSK115/8962.5
MCS-4𝛑/2 BPSK113/41155
MCS-5𝛑/2 BPSK1113/161251.25
MCS-6𝛑/2 QPSK211/21540
MCS-7𝛑/2 QPSK215/81925
MCS-8𝛑/2 QPSK213/42310
MCS-9𝛑/2 QPSK2113/162502.5
MCS-10𝛑/2 16QAM411/23080
MCS-11𝛑/2 16QAM415/83850
MCS-12𝛑/2 16QAM413/44620

Table: Modulation code rate for Single Carrier PHY

Technical Overview

RF / mmWave

Terragraph networks utilize the 60GHz (V-Band) spectrum. In many countries, V-Band is unlicensed and allows for multiple GHz of RF bandwidth. The amount of available spectrum for use by Terragraph varies depending on local wireless regulations. Terragraph supports channels 1, 2, 3, and 4 in the 60GHz band. Each channel, as per the 802.11ad specification, is 2.16GHz wide as shown below.

60GHz band allocation

Oxygen is a magnetic dipole that absorbs energy at 60GHz and results in an attenuation of 16dB/km. In addition, millimeter waves (mmWaves) do not penetrate well through solid walls, and any obstructions in the link path can cause significant signal attenuation. Foliage can increase a link's path loss from 5 to 20dB. The path loss due to foliage can be impacted by environmental variables such as wind and precipitation. Rain also adds significant attenuation at 60GHz, making it crucial to factor in the peak rain rate during link design.

Rain attenuation of a 60GHz system


Terragraph uses beamforming (BF) to address many of the challenges stated above. BF is the process of using signal propagation information between two antennas and modifying antenna characteristics to maximize the signal quality between them. The BF process is accomplished in a few discrete states, including passive acquisition, active signaling, and continuous refinement.

Terragraph radios use antennas that are electronically steerable in both the horizontal (azimuth) and vertical (elevation) directions, where the exact beam width and scan range supported depends on the specific OEM hardware variant and software configuration. As an example, each of the four sectors on a Terragraph Puma radio use 4 RF tiles with 32 elements on each tile, or 128 radiating elements in total. The beam is steerable over a 90 degree range in azimuth and approximately 15 degree range in elevation, with 28 dBi gain at boresight and band center.

Terragraph uses beamforming to maximize the antenna gain between other Terragraph radios. During each timeslot, the antenna beam can be steered in another direction to communicate with other DN or CN radios within the coverage area. Beamforming can also be used to find micro-routes, or other potential paths to communicate with other DN or CN radios. Micro-routes can be formed from objects which reflect RF signals in the mmWave band, such as the metal siding of a building.

Wireless Mesh

Terragraph is designed around a mesh topology to deliver connectivity up to 15 hops away from a PoP node. Network bandwidth is reduced at each hop, and the total bandwidth available in the network is limited to a PoP node's network egress. Terragraph can support multiple PoP nodes to increase the total bandwidth capacity, and allows multiple points where traffic can ingress and egress.

Having more sectors per node increases the reliability and potential bandwidth of the mesh. To maximize network reliability, each Terragraph node should have at least two sectors connecting to other DNs in the network.

The wireless mesh design in Terragraph allows for route diversity which provides high network availability. If a link goes down (obstruction, interference, power issue, etc.), the Open/R routing protocol will automatically find another route through the network to the destination node. Open/R continuously pre-computes alternate routes through the Terragraph network to ensure swift route switchover.


Terragraph uses the IEEE 802.11 DMG PHY layer with a small modification – the optional addition to select the Golay codes used in the PHY preamble. This helps mitigate the potential interference from other DMG-based networks and self-interference from other distant Terragraph nodes.

The Terragraph PHY assigns alternative Golay codes other than those specified in the DMG PHY to provide a means for early rejection of interfering signals. Assigning different codes to nodes that could interfere with each other mitigates that interference. The E2E controller configures the Golay codes used by each sector in the Terragraph network during network ignition.

The 802.11ad PHY layer specifies two types of modulation – OFDM and single carrier. Terragraph uses the single carrier modulation scheme, which supports physical data rates of up to 4.6Gbps in half duplex operation.

Terragraph MAC

The Terragraph MAC is based on the PHY layer of IEEE 802.11ad, but is highly modified to remove all functions relating to contention-based medium access, beaconing, scheduled access, and management exchanges. For example, the 802.11 CSMA/CA collision mechanism has been replaced with TDMA-TDD. These changes allow Terragraph to operate far more efficiently at higher network loads and allow for longer links than 802.11ad-based networks.

Terragraph uses data, management, and control frames. It maximizes efficiency of the MAC by aggregating the MAC Service Data Units (MSDUs) and the MAC Protocol Data Units (MPDUs) as much as possible to reduce overhead and to eliminate interframe spacing that results in dead air time. The MAC also utilizes delayed block acknowledgements to minimize the number of frames exchanged between sender and receiver, and does not require prior setup because the format, reordering buffer size, and scheduling are fixed.

Operating as a TDD network, all Terragraph nodes are time synchronized. Each sector is assigned specific time durations during which it can transmit and receive during every TDD frame. During the transmit portion of the TDD frame, a sector may transmit to one or more other sectors. Similarly, during the receive portion of the TDD frame, the sector may receive from one or more other sectors.

Because Terragraph does not use the IEEE 802.11ad MAC layer, it is not compatible with other 802.11ad hardware. If 802.11ad hardware is operating nearby on the same frequency, it could cause interference to Terragraph radios.

Terragraph Software

Cloud Software

The following is a comprehensive list of all the services that are part of the Terragraph cloud suite. The Terragraph cloud suite is typically deployed as Docker services in a Docker Swarm.

Terragraph cloud services

E2E Services

The E2E services provide the minimal functionality to bring up and run a Terragraph network. These are shown in the table below.

Namesystemd/Docker NameDescription
API Serviceapi_serviceProxygen webserver exposing an HTTP interface to the E2E Controller. Requests are translated into asynchronous, Thrift-serialized ZeroMQ messages that are used within Terragraph. Responses are returned in plain JSON. API Service also statically hosts API documentation under the /docs/ endpoint.
E2E Controllere2e_controllerSoftware application that communicates with and manages Terragraph nodes in the network. It primarily provides services that require network topology awareness, including the bring-up of wireless links (or "ignition"), software upgrades, and configuration management.
NMS Aggregatornms_aggregatorAn aggregator that collects raw statistics from stats_agent daemons running on all Terragraph nodes. It computes counter values and sends to Query Service to store the data in a Prometheus back-end. This can be configured to send the computed values to other HTTP endpoints.
Stats Agentstats_agentAgent collecting various system stats off of the controller host.
NMS Backend

The NMS backend encompasses all services concerned with data collection, visualization, monitoring, and analysis of the Terragraph network. These services require the E2E services to be running.

NameDocker NameDescription
Nginxproxy_nginxThe webserver/proxy used to route all UI components via a single port. NMS UI, Grafana, Prometheus, Keycloak, Kibana, and Jupyter are exposed by default. In the Docker Swarm deployment, Nginx is also used as the single point of entry to access any service within the Swarm.
Jupytermsa_jupyterA front-end component to analyze and debug the network using statistics within Prometheus. Accessible via /jupyter/ URL.
Topology Servicemsa_topology_servicePeriodically saves topology changes in MySQL and produces statistics on the assets available in the network to Prometheus.
NMS UInms_nmsThe front-end component, built using NodeJS, React, Material-UI, Mapbox GL, Express, Webpack, and many other open-source libraries.
cAdvisornms_cadvisorCollects statistics from all Docker services. The processed statistics are collected via Prometheus and available within Grafana.
Grafananms_grafanaDisplays statistics data from Prometheus. Allows dashboard creation outside of the NMS UI. Accessible via /grafana/ URL.
Prometheusstats_prometheusStores statistics data for use with Grafana. Accessible via /prometheus/ URL.
Prometheus Cachestats_prometheus_cachePrometheus push gateway for the Query Service and UDP Ping Client.
Query Servicestats_query_servicePerforms queries against MySQL and Prometheus databases and translates the data back to the UI. This is used for fetching and translating statistics data for the UI. The CPU intensive calculations are performed in this C++ service instead of the front-end NodeJS UI.
MySQLdatabase_dbMySQL database used by various services, such as NMS UI.
Kafkakafka_kafkaIngests stats, high-frequency stats, and events from the Terragraph network and relays them to the appropriate services.
Zookeeperkafka_zooPart of the Kafka suite that manages the Kafka broker cluster.
Elasticsearchefk_elasticsearchDistributed log storage and search engine that is part of the EFK (Elasticsearch, Fluentd, Kibana) suite.
Fluentdefk_fluentdPart of the EFK suite that aggregates logs before sending them to Elasticsearch.
Kibanaefk_kibanaPart of the EFK suite that provides a UI to visualize aggregated logs. Accessible via /kibana/ URL.
Keycloakkeycloak_keycloakIdentity and access management. Accessible via /auth/ URL.
Chihayachihaya_chihayaBitTorrent tracker. Terragraph typically uses BitTorrent during software upgrades to distribute images to Terragraph nodes.
UDP Pingerudp_pinger_udp_pingerSends periodic UDP probes to all nodes in the network to calculate various network statistics such as packet loss and round-trip time.
Alarm Servicealarms_alarmsConsumes Terragraph network events from Kafka and generates alarms based on user-configured rules.

Node Software

Terragraph node software (on Puma hardware)

E2E Minion

The E2E minion is a client process that connects to the E2E controller. The minion communicates with the firmware and driver and executes actions from the controller, such as sending down firmware configuration or bringing up wireless links to neighbors.

Stats Agent

The stats agent is a process on each node that periodically submits stats and events to configured endpoints, such as a Kafka cluster or an NMS aggregator instance.


The Net-SNMP daemon is a process on each node that responds to SNMP GET requests from clients. It collects statistics about the system including network interfaces, memory, disk, and CPU by default.

SNMP Agent

The SNMP agent is a process on each node that connects to the NET-SNMP daemon acting as an "agent" process. It connects to the E2E driver-if socket to translate radio statistics for the TERRAGRAPH-RADIO-MIB.


Logtail is a process on each node that connects to the NMS aggregator. It can be configured to constantly monitor specific log files and push their content as it becomes available to the NMS aggregator. This component is deprecated in favor of Fluent Bit.

Fluent Bit

Fluent Bit is a process on each node that connects to an instance of Fluentd. It can be configured to constantly monitor specific log files and push their content as it becomes available to Fluent Bit.


Open/R is a distributed network application which provides routing and configuration parameters to the Terragraph network nodes. Open/R generalizes the concept of a replicated state database found in well-known link-state routing protocols, such as Open Shortest Path First (OSPF) and Intermediate System to Intermediate System (IS-IS). In particular, Open/R works similarly to OSPFv6 in a single OSPF Area with some additional features. In Open/R, each node has an identical view of the network and a consistent route to reach any other node. If a node becomes unreachable (e.g., powered off or radio link failure), then Open/R will select another route through the Terragraph network.

External Access

The diagram below illustrates methods to access Terragraph's APIs and data, along with some related processes.

Terragraph software: external access

Terragraph Hardware

The following sections provide an overview of Terragraph hardware. Some details are only applicable to Meta hardware reference designs.

Hardware Types

Terragraph hardware consists of two types of nodes, a DN and CN. Each node can support up to 4Gbps of combined bidirectional throughput (with a maximum of 2Gbps in each direction). DNs and CNs are designed to support CPEs, such as Wi-Fi access points.

The DNs form the core of the Terragraph backhaul network. Each DN can support one or multiple sectors (depending on hardware specifications), and each sector can form multiple wireless connections. A higher number of sectors per site allows for greater mesh density, improving redundancy and performance. Each DN also has a GPS chipset for propagating accurate timing in the network.

Rev5 Distribution Node (DN)

The CNs enable client connectivity to the DN backhaul network. A CN can only communicate with DNs, and is assigned to a single DN but may be reassigned when necessary and possible. Multiple CNs connected to same DN are time multiplexed through a dynamically scheduled frame structure. CNs are not GPS-enabled.

Rev5 Client Node (CN)

Puma Hardware

Terragraph's NXP-based Puma hardware is comprised of a single network processing unit (NPU) and one to four radio sectors. Each radio sector is comprised of a QCA6438 baseband IC (BBIC) and 4 antenna modules. Each antenna module has one QCA6422 60GHz radio frequency IC (RFIC) and multiple antenna tiles. The NPU communicates with each BBIC over PCI, of which two are PCIe Gen3 and two are PCIe Gen2.

Some key features of Puma are listed below:

  • High-performance 4-core NXP LS1048 network processor SoC
  • 4GB DDR4 main memory
  • 4GB eMMC flash non-volatile memory
  • 1x 10Gbps SFP+ port
  • 1x 1Gbps Ethernet port with PoE IN
  • 4x 1Gbps Ethernet port with PoE OUT
  • IF interface between the BB and RF chips (on the RF module)
  • GPS-synchronized timing

The baseband/RF modules reside inside an environmentally sealed enclosure to protect them from the environment. The enclosure incorporates a radome antenna assembly. While the radome is not directly part of the baseband/RF modules, it is an integral part of the antenna's electrical system performance, and the physical properties of the radome must be considered in the design of the aperture for maximum performance.

Puma Node

Puma Hardware Specifications

The hardware specifications for Puma nodes are given in the table below.

Dimensions (with Cable Cover)180 mm (W) x 180 mm (L) x 279.3 mm (H)
Mounting ConfigurationsPole or Wall
Bracket Freedom of Movement360° Azimuth, 20° Elevation and Roll
Operating Temperature Range-40°C to +55°C
Ingress ProtectionIP55
  • 1 Gigabit Ethernet ports
  • 10Gb SFP+
  • Operating Frequency: 57GHz-66GHz
  • Channels: configured channel operation out of 4 available
  • Channel Bandwidth: 2.16GHz
  • EIRP: 43dBm Peak; 40dBm Average
  • Modulation: Binary Phase-Shift Keying (BPSK), Quadrature Phase-Shift Keying (QPSK), 16 Quadrature Amplitude Modulation (QAM)
  • Input: DC 44V-57V, max 4 Amps
  • Output - Power over Ethernet (PoE): IEEE 802.3af (15 watts maximum with 48V or 54V power supply) or IEEE 802.3at (25.5 watts maximum with 54V power supply)
  • Consumption (Without PoE): 75 watts
  • FCC certificate 2AK7S-FBC2001
  • UL Listed NWGQ E484144
  • Japan MIC certificate 208-200121

Antenna specifications are listed separately in the table below.

Frequency Bandwidth57.24 - 65.88 GHzWiGig channels 1, 2, 3, 4
Maximum EIRP43dBm peak
40dBm average
Will be limited by firmware
Number of Elements per Array128Assuming 4 tiles of 32 elements each
Half Power Beam WidthAz = 20°
El = 2.5°
Typical boresight value at band center
Azimuth Scan Angle Range±45°Requires ±45° for full azimuthal coverage
Grating Lobe Level-4dB
Average Gain28dBiTypical boresight value at band center
Aperture PolarizationLinearVertically polarized in typical installation
Operating Temperature-40°C to +55°C

Rev5 Hardware

Terragraph's older Rev5 platform was based on the Marvell Armada 39x SoC and utilized its hardware accelerator (Marvell A390x Network Subsystem, or NSS). Each Rev5 node supported a single radio sector, and up to three "secondary" nodes could be connected to a "primary" node over a USB/Marvell AC3 connection for power and data transfer.


Terragraph sectors operate on the same radio frequency and transmit using an adaptive TDMA-TDD frame structure. This requires precise time synchronization to ensure that frames can be decoded in the proper time-slot. For this reason, Terragraph DNs are GPS-synchronized.

Sectors on both ends of a wireless link alternate between transmitting and receiving. This dramatically reduces interference, as nodes only receive very weak interfering signals from at least three hops away. To achieve this, each sector is assigned a "polarity" of odd, even, or "hybrid" (hybrid-odd or hybrid-even). Hybrid polarity sectors operate only half the time, during odd superframes or even superframes, respectively. This enables additional flexibility in network design but cuts effective bandwidth in half.

Polarity: Sectors alternate between transmission and reception