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Internet Engineering Task Force (IETF) S. Randriamasy
Request for Comments: 8896 Nokia Bell Labs
Category: Standards Track Y. Yang
ISSN: 2070-1721 Yale University
Q. Wu
Huawei
L. Deng
China Mobile
N. Schwan
Thales Deutschland
November 2020
Application-Layer Traffic Optimization (ALTO) Cost Calendar
Abstract
This document is an extension to the base Application-Layer Traffic
Optimization (ALTO) protocol. It extends the ALTO cost information
service so that applications decide not only 'where' to connect but
also 'when'. This is useful for applications that need to perform
bulk data transfer and would like to schedule these transfers during
an off-peak hour, for example. This extension introduces the ALTO
Cost Calendar with which an ALTO Server exposes ALTO cost values in
JSON arrays where each value corresponds to a given time interval.
The time intervals, as well as other Calendar attributes, are
specified in the Information Resources Directory and ALTO Server
responses.
Status of This Memo
This is an Internet Standards Track document.
This document is a product of the Internet Engineering Task Force
(IETF). It represents the consensus of the IETF community. It has
received public review and has been approved for publication by the
Internet Engineering Steering Group (IESG). Further information on
Internet Standards is available in Section 2 of RFC 7841.
Information about the current status of this document, any errata,
and how to provide feedback on it may be obtained at
https://www.rfc-editor.org/info/rfc8896.
Copyright Notice
Copyright (c) 2020 IETF Trust and the persons identified as the
document authors. All rights reserved.
This document is subject to BCP 78 and the IETF Trust's Legal
Provisions Relating to IETF Documents
(https://trustee.ietf.org/license-info) in effect on the date of
publication of this document. Please review these documents
carefully, as they describe your rights and restrictions with respect
to this document. Code Components extracted from this document must
include Simplified BSD License text as described in Section 4.e of
the Trust Legal Provisions and are provided without warranty as
described in the Simplified BSD License.
Table of Contents
1. Introduction
1.1. Some Recent Known Uses
1.2. Terminology
2. Requirements Language
3. Overview of ALTO Cost Calendars and Terminology
3.1. ALTO Cost Calendar Overview
3.2. ALTO Cost Calendar Information Features
3.3. ALTO Calendar Design Characteristics
3.3.1. ALTO Cost Calendar for All Cost Modes
3.3.2. Compatibility with Legacy ALTO Clients
4. ALTO Calendar Specification: IRD Extensions
4.1. Calendar Attributes in the IRD Resource Capabilities
4.2. Calendars in a Delegate IRD
4.3. Example IRD with ALTO Cost Calendars
5. ALTO Calendar Specification: Service Information Resources
5.1. Calendar Extensions for Filtered Cost Maps (FCM)
5.1.1. Calendar Extensions in Filtered Cost Map Requests
5.1.2. Calendar Extensions in Filtered Cost Map Responses
5.1.3. Use Case and Example: FCM with a Bandwidth Calendar
5.2. Calendar Extensions in the Endpoint Cost Service
5.2.1. Calendar-Specific Input in Endpoint Cost Requests
5.2.2. Calendar Attributes in the Endpoint Cost Response
5.2.3. Use Case and Example: ECS with a routingcost Calendar
5.2.4. Use Case and Example: ECS with a Multi-cost Calendar
for routingcost and owdelay
6. IANA Considerations
7. Security Considerations
8. Operational Considerations
9. References
9.1. Normative References
9.2. Informative References
Acknowledgments
Authors' Addresses
1. Introduction
The base Application-Layer Traffic Optimization (ALTO) protocol
specified in [RFC7285] provides guidance to overlay applications that
need to select one or several hosts from a set of candidates able to
provide a desired resource. This guidance is based on parameters
that affect performance and efficiency of the data transmission
between the hosts, such as the topological distance. The goal of
ALTO is to improve the Quality of Experience (QoE) in the application
while optimizing resource usage in the underlying network
infrastructure.
The ALTO protocol in [RFC7285] specifies a network map that defines
groupings of endpoints in provider-defined network regions identified
by Provider-defined Identifiers (PIDs). The Cost Map Service,
Endpoint Cost Service (ECS), and Endpoint Ranking Service then
provide ISP-defined costs and rankings for connections among the
specified endpoints and PIDs and thus incentives for application
clients to connect to ISP-preferred locations, for instance, to
reduce their costs. For the reasons outlined in the ALTO problem
statement [RFC5693] and requirement AR-14 of [RFC6708], ALTO does not
disseminate network metrics that change frequently. In a network,
the costs can fluctuate for many reasons having to do with
instantaneous traffic load or diurnal patterns of traffic demand or
planned events, such as network maintenance, holidays, or highly
publicized events. Thus, an ALTO application wishing to use the Cost
Map and Endpoint Cost Service at some future time will have to
estimate the state of the network at that time, a process that is, at
best, fragile and brittle, since the application does not have any
visibility into the state of the network. Providing network costs
for only the current time thus may not be sufficient, in particular
for applications that can schedule their traffic in a span of time,
for example, by deferring backups or other background traffic to off-
peak hours.
In case the ALTO cost value changes are predictable over a certain
period of time and the application does not require immediate data
transfer, it can save time to get the whole set of cost values over
this period in one single ALTO response. Using this set to schedule
data transfers allows optimizing the network resources usage and QoE.
ALTO Clients and Servers can also minimize their workload by reducing
and accordingly scheduling their data exchanges.
This document extends [RFC7285] to allow an ALTO Server to provide
network costs for a given duration of time. A sequence of network
costs across a time span for a given pair of network locations is
named an "ALTO Cost Calendar". The Filtered Cost Map Service and
Endpoint Cost Service are extended to provide Cost Calendars. In
addition to this functional ALTO enhancement, we expect to further
save network and storage resources by gathering multiple cost values
for one cost type into one single ALTO Server response.
In this document, an "ALTO Cost Calendar" is specified in terms of
information resource capabilities that are applicable to time-
sensitive ALTO metrics. An ALTO Cost Calendar exposes ALTO cost
values in JSON arrays, see [RFC8259], where each value corresponds to
a given time interval. The time intervals, as well as other Calendar
attributes, are specified in the Information Resources Directory
(IRD) and in the Server response to allow the ALTO Client to
interpret the received ALTO values. Last, the extensions for ALTO
Calendars are applicable to any cost mode, and they ensure backwards
compatibility with legacy ALTO Clients -- those that only support
[RFC7285].
In the rest of this document, Section 3 provides the design
characteristics. Sections 4 and 5 define the formal specifications
for the IRD and the information resources. IANA, security
considerations, and operational considerations are addressed
respectively in Sections 6, 7, and 8.
1.1. Some Recent Known Uses
A potential use case is implementing smart network services that
allow applications to dynamically build end-to-end, virtual networks
to satisfy given demands with no manual intervention. For example,
data-transfer automation applications may need a network service to
determine the availability of bandwidth resources to decide when to
transfer their data sets. The SENSE project [SENSE] supports such
applications by requiring that a network provides services such as
the Time-Bandwidth-Product (TBP) service, which informs applications
of bandwidth availability during a specific time period. ALTO
Calendars can support this service if the Calendar start date and
duration cover the period of interest of the requesting application.
The need of future scheduling of large-scale traffic that can be
addressed by the ALTO protocol is also motivated by Unicorn, a
unified resource orchestration framework for multi-domain, geo-
distributed data analytics, see [UNICORN-FGCS].
1.2. Terminology
ALTO transaction:
A request/response exchange between an ALTO Client and an ALTO
Server.
Client:
When used with a capital "C", this term refers to an ALTO Client.
Calendar, Cost Calendar, ALTO Calendar:
When used with capitalized words, these terms refer to an ALTO
Cost Calendar.
Calendared:
This adjective qualifies information resources providing Cost
Calendars and information on costs that are provided in the form
of a Cost Calendar.
Endpoint (EP):
An endpoint is defined as in Section 2.1 of [RFC7285]. It can be,
for example, a peer, a CDN storage location, a physical server
involved in a virtual server-supported application, a party in a
resource-sharing swarm such as a computation grid, or an online
multi-party game.
ECM:
An abbreviation for Endpoint Cost Map.
FCM:
An abbreviation for Filtered Cost Map.
Server:
When used with a capital "S", this term refers to an ALTO Server.
2. Requirements Language
The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL NOT",
"SHOULD", "SHOULD NOT", "RECOMMENDED", "NOT RECOMMENDED", "MAY", and
"OPTIONAL" in this document are to be interpreted as described in
BCP 14 [RFC2119] [RFC8174] when, and only when, they appear in all
capitals, as shown here.
When the words appear in lower case, they are to be interpreted with
their natural language meanings.
3. Overview of ALTO Cost Calendars and Terminology
This section gives a high-level overview of the design. It assumes
the reader is familiar with the ALTO protocol [RFC7285] and its
Multi-Cost ALTO extension [RFC8189].
3.1. ALTO Cost Calendar Overview
An ALTO Cost Calendar provided by the ALTO Server provides 2
information items:
* an array of values for a given metric, where each value specifies
the metric corresponding to a time interval, where the value array
can sometimes be a cyclic pattern that repeats a certain number of
times and
* attributes describing the time scope of the Calendar, including
the size and number of the intervals and the date of the starting
point of the Calendar, allowing an ALTO Client to interpret the
values properly.
An ALTO Cost Calendar can be used like a "time table" to figure out
the best time to schedule data transfers and also to proactively
manage application traffic given predictable events, such as an
expected spike in traffic due to crowd gathering (concerts, sports,
etc.), traffic-intensive holidays, and network maintenance. A
Calendar may be viewed as a synthetic abstraction of, for example,
real measurements gathered over previous periods on which statistics
have been computed. However, like for any schedule, unexpected
network incidents may require the current ALTO Calendar to be updated
and resent to the ALTO Clients needing it. The "ALTO Incremental
Updates Using Server-Sent Events (SSE)" Service [RFC8895] can be used
to directly update the Calendar upon value changes if supported by
both the Server and the Client.
Most likely, the ALTO Cost Calendar would be used for the Endpoint
Cost Service, assuming that a limited set of feasible endpoints for a
non-real time application is already identified, and that those
endpoints do not need to be accessed immediately and that their
access can be scheduled within a given time period. The Filtered
Cost Map Service is also applicable as long as the size of the Map
allows it.
3.2. ALTO Cost Calendar Information Features
The Calendar attributes are provided in the Information Resources
Directory (IRD) and in ALTO Server responses. The IRD announces
attributes without date values in its information resources
capabilities, whereas attributes with time-dependent values are
provided in the "meta" section of Server responses. The ALTO Cost
Calendar attributes provide the following information:
* attributes to describe the time scope of the Calendar value array:
- "time-interval-size": the applicable time interval size for
each Calendar value, defined in seconds, that can cover a wide
range of values.
- "number-of-intervals": the number of intervals provided in the
Calendar.
* "calendar-start-time": specifying when the Calendar starts; that
is, to which date the first value of the Cost Calendar is
applicable.
* "repeated": an optional attribute indicating how many iterations
of the provided Calendar will have the same values. The Server
may use it to allow the Client to schedule its next request and
thus save its own workload by reducing processing of similar
requests.
Attribute "repeated" may take a very high value if a Calendar
represents a cyclic value pattern that the Server considers valid for
a long period. In this case, the Server will only update the
Calendar values once this period has elapsed or if an unexpected
event occurs on the network. See Section 8 for more discussion.
3.3. ALTO Calendar Design Characteristics
The present document uses the notations defined in "Notation"
(Section 8.2 of [RFC7285]).
The extensions in this document encode requests and responses using
JSON [RFC8259].
In the base protocol [RFC7285], an ALTO cost is specified as a
generic JSONValue [RFC8259] to allow extensions. However, that
section (Section 11.2.3.6 of [RFC7285]) states:
| An implementation of the protocol in this document SHOULD assume
| that the cost is a JSONNumber and fail to parse if it is not,
| unless the implementation is using an extension to this document
| that indicates when and how costs of other data types are
| signaled.
The present document extends the definition of a legacy cost map
given in [RFC7285] to allow a cost entry to be an array of values,
with one value per time interval, instead of being just one number,
when the Cost Calendar functionality is activated on this cost.
Therefore, the implementor of this extension MUST consider that a
cost entry is an array of values if this cost has been queried as a
Calendar.
Specifically, an implementation of this extension MUST parse the
"number-of-intervals" attribute of the Calendar attributes in an IRD
entry announcing a service providing a Cost Calendar for a given cost
type. The implementation then will know that a cost entry of the
service will be an array of values, and the expected size of the
array is that specified by the "number-of-intervals" attribute. The
following rules attempt to ensure consistency between the array size
announced by the Server and the actual size of the array received by
the Client:
* The size of the array of values conveyed in a Cost Calendar and
received by the Client MUST be equal to the value of attribute
"number-of-intervals" indicated in the IRD for the requested cost
type.
* When the size of the array received by the Client is different
from the expected size, the Client SHOULD ignore the received
array.
To realize an ALTO Calendar, this document extends the IRD and the
ALTO requests and responses for Cost Calendars.
This extension is designed to be lightweight and to ensure backwards
compatibility with base protocol ALTO Clients and with other
extensions. It relies on "Parsing of Unknown Fields" (Section 8.3.7
of [RFC7285]), which states: "Extensions may include additional
fields within JSON objects defined in this document. ALTO
implementations MUST ignore unknown fields when processing ALTO
messages."
The Calendar-specific capabilities are integrated in the information
resources of the IRD and in the "meta" member of ALTO responses to
Cost Calendars requests. A Calendar and its capabilities are
associated with a given information resource and within this
information resource with a given cost type. This design has several
advantages:
* it does not introduce a new mode,
* it does not introduce new media types, and
* it allows an ALTO Server to offer, for a cost type, different
Calendars with attributes that are specific to the information
resources providing a Calendar for this cost type, instead of
being globally specific to the cost type.
The applicable Calendared information resources are:
* the Filtered Cost Map and
* the Endpoint Cost Map.
The ALTO Server can choose in which frequency it provides cost
Calendars to ALTO Clients. It may either provide Calendar updates
starting at the request date or carefully schedule its updates so as
to take profit from a potential repetition/periodicity of Calendar
values.
Since Calendar attributes are specific to an information resource, a
Server may adapt the granularity of the calendared information so as
to moderate the volume of exchanged data. For example, suppose a
Server provides a Calendar for cost type name "routingcost". The
Server may offer a Calendar in a Cost Map resource, which may be a
voluminous resource, as an array of 6 intervals lasting each 4 hours.
It may also offer a Calendar in an Endpoint Cost Map resource, which
is potentially less voluminous, as a finer-grained array of 24
intervals lasting 1 hour each.
The ALTO Server does not support constraints on Calendars, provided
Calendars are requested for numerical values, for two main reasons:
* Constraints on an array of values may be various. For instance,
some Clients may refuse Calendars with one single value violating
a constraint, whereas other ones may tolerate Calendars with
values violating constraints, for example, at given times.
Therefore, expressing constraints in a way that covers all
possible Client preferences is challenging.
* If constraints were to be supported, the processing overhead would
be substantial for the Server as it would have to parse all the
values of the Calendar array before returning a response.
As providing the constraint functionality in conjunction with the
Calendar functionality is not feasible for the reasons described
above, the two features are mutually exclusive. The absence of
constraints on Filtered Cost Map and Endpoint Cost Map Calendars
reflects a divergence from the non-calendared information resources
defined in [RFC7285] and extended in [RFC8189], which support
optional constraints.
3.3.1. ALTO Cost Calendar for All Cost Modes
An ALTO Cost Calendar is well suited for values encoded in the
"numerical" mode. Actually, a Calendar can also represent metrics in
other modes considered as compatible with time-varying values. For
example, types of cost values (such as JSONBool) can also be
calendared (as their value may be 'true' or 'false' depending on
given time periods or likewise) values represented by strings, such
as "medium", "high", "low", "blue", and "open".
Note also that a Calendar is suitable as well for time-varying
metrics provided in the "ordinal" mode if these values are time-
varying and the ALTO Server provides updates of cost-value-based
preferences.
3.3.2. Compatibility with Legacy ALTO Clients
The ALTO protocol extensions for Cost Calendars have been defined so
as to ensure that Calendar-capable ALTO Servers can provide legacy
ALTO Clients with legacy information resources as well. That is, a
legacy ALTO Client can request resources and receive responses as
specified in [RFC7285].
A Calendar-aware ALTO Server MUST implement the base protocol
specified in [RFC7285].
A Calendar-aware ALTO Client MUST implement the base protocol
specified in [RFC7285].
As a consequence, when a metric is available as a Calendar array, it
also MUST be available as a single value, as required by [RFC7285].
The Server, in this case, provides the current value of the metric to
either Calendar-aware Clients not interested in future or time-based
values or Clients implementing [RFC7285] only.
For compatibility with legacy ALTO Clients specified in [RFC7285],
calendared information resources are not applicable for full cost
maps for the following reason: a legacy ALTO Client would receive a
calendared cost map via an HTTP 'GET' command. As specified in
Section 8.3.7 of [RFC7285], it will ignore the Calendar attributes
indicated in the "meta" of the responses. Therefore, lacking
information on Calendar attributes, it will not be able to correctly
interpret and process the values of the received array of Calendar
cost values.
Therefore, calendared information resources MUST be requested via the
Filtered Cost Map Service or the Endpoint Cost Service using a POST
method.
4. ALTO Calendar Specification: IRD Extensions
The Calendar attributes in the IRD information resources capabilities
carry dateless values. A Calendar is associated with an information
resource rather than a cost type. For example, a Server can provide
a "routingcost" Calendar for the Filtered Cost Map Service at a
granularity of one day and a "routingcost" Calendar for the Endpoint
Cost Service at a finer granularity but for a limited number of
endpoints. An example IRD with Calendar-specific features is
provided in Section 4.3.
4.1. Calendar Attributes in the IRD Resource Capabilities
A Cost Calendar for a given cost type MUST be indicated in the IRD by
an object of type CalendarAttributes. A CalendarAttributes object is
represented by the "calendar-attributes" member of a resource entry.
Member "calendar-attributes" is an array of CalendarAttributes
objects. Each CalendarAttributes object lists a set of one or more
cost types it applies to. A cost type name MUST NOT appear more than
once in the "calendar-attributes" member of a resource entry;
multiple appearances of a cost type name in the CalendarAttributes
object of the "calendar-attributes" member MUST cause the ALTO Client
to ignore any occurrences of this name beyond the first encountered
occurrence. The Client SHOULD consider the CalendarAttributes object
in the array containing the first encountered occurrence of a cost
type as the valid one for this cost type. As an alternative, the
Client may want to avoid the risks of erroneous guidance associated
to the use of potentially invalid Calendar values. In this case, the
Client MAY ignore the totality of occurrences of CalendarAttributes
objects containing the cost type name and query the cost type using
[RFC7285].
The encoding format for object CalendarAttributes using JSON
[RFC8259] is as follows:
CalendarAttributes calendar-attributes <1..*>;
object{
JSONString cost-type-names <1..*>;
JSONNumber time-interval-size;
JSONNumber number-of-intervals;
} CalendarAttributes;
"cost-type-names":
An array of one or more elements indicating the cost type names in
the IRD entry to which the values of "time-interval-size" and
"number-of-intervals" apply.
"time-interval-size":
The duration of an ALTO Calendar time interval in a unit of
seconds. A "time-interval-size" value contains a non-negative
JSONNumber. Example values are 300 and 7200, meaning that each
Calendar value applies on a time interval that lasts 5 minutes and
2 hours, respectively. Since an interval size (e.g., 100 ms) can
be smaller than the unit, the value specified may be a floating
point (e.g., 0.1). Both ALTO Clients and Servers should be aware
of potential precision issues caused by using floating point
numbers; for example, the floating number 0.1 cannot be
represented precisely using a finite number of binary bits. To
improve interoperability and be consistent with [RFC7285] on the
use of floating point numbers, the Server and the Client SHOULD
use IEEE 754 double-precision floating point [IEEE.754.2019] to
store this value.
"number-of-intervals":
A strictly positive integer (greater or equal to 1) that indicates
the number of values of the Cost Calendar array.
* An ALTO Server SHOULD specify the "time-interval-size" in the IRD
as the smallest it is able to provide. A Client that needs a
longer interval can aggregate multiple cost values to obtain it.
* Attribute "cost-type-names" is associated with "time-interval-
size" and "number-of-intervals", because multiple cost types may
share the same values for attributes "time-interval-size" and
"number-of-intervals". To avoid redundancies, cost type names
sharing the same values for "time-interval-size" and "number-of-
intervals" are grouped in the "cost-type-names" attribute. In the
example IRD provided in Section 4.3, the information resource
"filtered-cost-map-calendar" provides a Calendar for cost type
names "num-routingcost", "num-throughputrating", and "string-
servicestatus". Cost type names "num-routingcost" and "num-
throughputrating" are grouped in the "cost-type-names" attribute
because they share the same values for "time-interval-size" and
"number-of-intervals", which are respectively 7200 and 12.
* Multiplying "time-interval-size" by "number-of-intervals" provides
the duration of the provided Calendar. For example, an ALTO
Server may provide a Calendar for ALTO values changing every
"time-interval-size" equal to 5 minutes. If "number-of-intervals"
has the value 12, then the duration of the provided Calendar is 1
hour.
4.2. Calendars in a Delegate IRD
It may be useful to distinguish IRD resources supported by the base
ALTO protocol from resources supported by its extensions. To achieve
this, one option is that a "root" ALTO Server implementing [RFC7285]
resources and running at a given domain delegates "specialized"
information resources, such as the ones providing Cost Calendars, to
another ALTO Server running in a subdomain. The "root" ALTO Server
can provide a Calendar-specific resource entry that has a media-type
of "application/alto-directory+json" and that specifies the URI
allowing to retrieve the location of a Calendar-aware Server and
discover its resources. This option is described in "Delegation
Using IRD" (Section 9.2.4 of [RFC7285]).
This document provides an example where a "root" ALTO Server runs in
a domain called "alto.example.com". It delegates the announcement of
Calendars capabilities to an ALTO Server running in a subdomain
called "custom.alto.example.com". The location of the "delegate
Calendar IRD" is assumed to be indicated in the "root" IRD by the
resource entry: "custom-calendared-resources".
Another benefit of delegation is that some cost types for some
resources may be more advantageous as Cost Calendars, and it makes
little sense to get them as a single value. For example, if a cost
type has predictable and frequently changing values calendared in
short time intervals, such as a minute, it saves time and network
resources to track the cost values via a focused delegate Server
rather than the more general "root" Server.
4.3. Example IRD with ALTO Cost Calendars
This section provides an example ALTO Server IRD that supports
various cost metrics and cost modes. In particular, since [RFC7285]
makes it mandatory, the Server uses metric "routingcost" in the
"numerical" mode.
For illustrative purposes, this section introduces 3 other fictitious
example metrics and modes that should be understood as examples and
should not be used or considered as normative.
The cost type names used in the example IRD are as follows:
"num-routingcost":
Refers to metric "routingcost" in the numerical mode, as defined
in [RFC7285] and registered with IANA.
"num-owdelay":
Refers to fictitious performance metric "owdelay" in the
"numerical" mode to reflect the one-way packet transmission delay
on a path. A related performance metric is currently under
definition in [ALTO_METRICS].
"num-throughputrating":
Refers to fictitious metric "throughputrating" in the "numerical"
mode to reflect the provider preference in terms of end-to-end
throughput.
"string-servicestatus":
Refers to fictitious metric "servicestatus" containing a string to
reflect the availability, defined by the provider, of, for
instance, path connectivity.
The example IRD includes 2 particular URIs providing Calendars:
"https://custom.alto.example.com/calendar/costmap/filtered":
A Filtered Cost Map in which Calendar capabilities are indicated
for cost type names "num-routingcost", "num-throughputrating", and
"string-servicestatus" and
"https://custom.alto.example.com/calendar/endpointcost/lookup":
An Endpoint Cost Map in which Calendar capabilities are indicated
for cost type names "num-routingcost", "num-owdelay", "num-
throughputrating", and "string-servicestatus".
The design of the Calendar capabilities allows some Calendars with
the same cost type name to be available in several information
resources with different Calendar attributes. This is the case for
Calendars on "num-routingcost", "num-throughputrating", and "string-
servicestatus", available in both the Filtered Cost Map and Endpoint
Cost Service but with different time interval sizes for "num-
throughputrating" and "string-servicestatus".
--- Client to Server request for IRD ----------
GET /calendars-directory HTTP/1.1
Host: custom.alto.example.com
Accept: application/alto-directory+json,application/alto-error+json
--- Server response to Client -----------------
HTTP/1.1 200 OK
Content-Length: 2622
Content-Type: application/alto-directory+json
{
"meta" : {
"default-alto-network-map" : "my-default-network-map",
"cost-types": {
"num-routingcost": {
"cost-mode" : "numerical",
"cost-metric" : "routingcost"
},
"num-owdelay": {
"cost-mode" : "numerical",
"cost-metric": "owdelay"
},
"num-throughputrating": {
"cost-mode" : "numerical",
"cost-metric": "throughputrating"
},
"string-servicestatus": {
"cost-mode" : "string",
"cost-metric": "servicestatus"
}
}
},
"resources" : {
"filtered-cost-map-calendar" : {
"uri" :
"https://custom.alto.example.com/calendar/costmap/filtered",
"media-type" : "application/alto-costmap+json",
"accepts" : "application/alto-costmapfilter+json",
"capabilities" : {
"cost-constraints" : true,
"cost-type-names" : [ "num-routingcost",
"num-throughputrating",
"string-servicestatus" ],
"calendar-attributes" : [
{"cost-type-names" : [ "num-routingcost",
"num-throughputrating" ],
"time-interval-size" : 7200,
"number-of-intervals" : 12
},
{"cost-type-names" : [ "string-servicestatus" ],
"time-interval-size" : 1800,
"number-of-intervals" : 48
}
]
},
"uses": [ "my-default-network-map" ]
},
"endpoint-cost-map-calendar" : {
"uri" :
"https://custom.alto.example.com/calendar/endpointcost/lookup",
"media-type" : "application/alto-endpointcost+json",
"accepts" : "application/alto-endpointcostparams+json",
"capabilities" : {
"cost-constraints" : true,
"cost-type-names" : [ "num-routingcost",
"num-owdelay",
"num-throughputrating",
"string-servicestatus" ],
"calendar-attributes" : [
{"cost-type-names" : [ "num-routingcost" ],
"time-interval-size" : 3600,
"number-of-intervals" : 24
},
{"cost-type-names" : [ "num-owdelay" ],
"time-interval-size" : 300,
"number-of-intervals" : 12
},
{"cost-type-names" : [ "num-throughputrating" ],
"time-interval-size" : 60,
"number-of-intervals" : 60
},
{"cost-type-names" : [ "string-servicestatus" ],
"time-interval-size" : 120,
"number-of-intervals" : 30
}
]
}
}
}
}
In this example IRD, for the Filtered Cost Map Service:
* the Calendar for "num-routingcost" and "num-throughputrating" is
an array of 12 values, each provided on a time interval lasting
7200 seconds (2 hours) and
* the Calendar for "string-servicestatus" is an array of 48 values,
each provided on a time interval lasting 1800 seconds (30
minutes).
For the Endpoint Cost Service:
* the Calendar for "num-routingcost" is an array of 24 values, each
provided on a time interval lasting 3600 seconds (1 hour),
* the Calendar for "num-owdelay" is an array of 12 values, each
provided on a time interval lasting 300 seconds (5 minutes),
* the Calendar for "num-throughputrating" is an array of 60 values,
each provided on a time interval lasting 60 seconds (1 minute),
and
* the Calendar for "string-servicestatus" is an array of 30 values,
each provided on a time interval lasting 120 seconds (2 minutes).
Note that in this example IRD, member "cost-constraints" is present
with a value set to "true" in both information resources "filtered-
cost-map-calendar" and "endpoint-cost-map-calendar". Although a
Calendar-aware ALTO Server does not support constraints for the
reasons explained in Section 3.3, it MUST support constraints on cost
types that are not requested as Calendars but are requested as
specified in [RFC7285] and [RFC8189].
5. ALTO Calendar Specification: Service Information Resources
This section documents extensions to two basic ALTO information
resources (Filtered Cost Maps and Endpoint Cost Service) to provide
calendared information services for them.
Both extensions return calendar start time (calendar-start-time, a
point in time), which MUST be specified as an HTTP "Date" header
field using the IMF-fixdate format specified in Section 7.1.1.1 of
[RFC7231]. Note that the IMF-fixdate format uses "GMT", not "UTC",
to designate the time zone, as in this example:
Date: Tue, 15 Nov 2019 08:12:31 GMT
5.1. Calendar Extensions for Filtered Cost Maps (FCM)
A legacy ALTO Client requests and gets Filtered Cost Map responses,
as specified in [RFC7285].
5.1.1. Calendar Extensions in Filtered Cost Map Requests
The input parameters of a "legacy" request for a Filtered Cost Map,
defined by object ReqFilteredCostMap in Section 11.3.2 of [RFC7285],
are augmented with one additional member. The same augmentation
applies to object ReqFilteredCostMap defined in Section 4.1.2 of
[RFC8189].
A Calendar-aware ALTO Client requesting a Calendar on a given cost
type for a Filtered Cost Map resource having Calendar capabilities
MUST add the following field to its input parameters:
JSONBoolean calendared<1..*>;
This field is an array of 1 to N boolean values, where N is the
number of requested metrics. N is greater than 1 when the Client and
the Server also implement [RFC8189].
Each entry corresponds to the requested metric at the same array
position. Each boolean value indicates whether or not the ALTO
Server should provide the values for this cost type as a Calendar.
The array MUST contain exactly N boolean values, otherwise, the
Server returns an error.
This field MUST NOT be included if no member "calendar-attributes" is
specified in this information resource.
If a value of field "calendared" is 'true' for a cost type name for
which no Calendar attributes have been specified, an ALTO Server,
whether it implements the extensions of this document or only
implements [RFC7285], MUST ignore it and return a response with a
single cost value, as specified in [RFC7285].
If this field is not present, it MUST be assumed to have only values
equal to 'false'.
A Calendar-aware ALTO Client that supports requests for only one cost
type at a time and wants to request a Calendar MUST provide an array
of 1 element:
"calendared" : [true],
A Calendar-aware ALTO Client that supports requests for more than one
cost type at a time, as specified in [RFC8189], MUST provide an array
of N values set to 'true' or 'false', depending whether it wants the
applicable cost type values as a single or calendared value.
5.1.2. Calendar Extensions in Filtered Cost Map Responses
In a calendared ALTO Filtered Cost Map, a cost value between a source
and a destination is a JSON array of JSON values. An ALTO Calendar
values array has a number of values equal to the value of member
"number-of-intervals" of the Calendar attributes that are indicated
in the IRD. These attributes will be conveyed as metadata in the
Filtered Cost Map response. Each element of the array is valid for
the time interval that matches its array position.
The FCM response conveys metadata, among which:
* some are not specific to Calendars and ensure compatibility with
[RFC7285] and [RFC8189] and
* some are specific to Calendars.
The non-Calendar-specific "meta" fields of a calendared Filtered Cost
Map response MUST include at least:
* if the ALTO Client requests cost values for one cost type at a
time, only the "meta" fields specified in [RFC7285] for these
information service responses:
- "dependent-vtags" and
- "cost-type" field.
* if the ALTO Client implements the Multi-Cost ALTO extension
specified in [RFC8189] and requests cost values for several cost
types at a time, the "meta" fields specified in [RFC8189] for
these information service responses:
- "dependent-vtags",
- "cost-type" field with value set to '{}', for backwards
compatibility with [RFC7285], and
- "multi-cost-types" field.
If the Client request does not provide member "calendared" or if it
provides it with a value equal to 'false' for all the requested cost
types, then the ALTO Server response is exactly as specified in
[RFC7285] and [RFC8189].
If the value of member "calendared" is equal to 'false' for a given
requested cost type, the ALTO Server MUST return, for this cost type,
a single cost value as specified in [RFC7285].
If the value of member "calendared" is equal to 'true' for a given
requested cost type, the ALTO Server returns, for this cost type, a
cost value Calendar, as specified above in this section. In addition
to the above cited non-Calendar-specific "meta" members, the Server
MUST provide a Calendar-specific metadata field.
The Calendar-specific "meta" field that a calendared Filtered Cost
Map response MUST include is a member called "calendar-response-
attributes", which describes properties of the Calendar and where:
* member "calendar-response-attributes" is an array of one or more
objects of type "CalendarResponseAttributes",
* each "CalendarResponseAttributes" object in the array is specified
for one or more cost types for which the value of member
"calendared", in object ReqFilteredCostMap provided in the Client
request, is equal to 'true' and for which a Calendar is provided
for the requested information resource, and
* the "CalendarResponseAttributes" object that applies to a cost
type name has a corresponding "CalendarAttributes" object defined
for this cost type name in the IRD capabilities of the requested
information resource. This object is the entry in the "calendar-
attributes" array member of the IRD resource entry, which includes
the name of the requested cost type. This corresponding
"CalendarAttributes" object has the same values as object
"CalendarResponseAttributes" for members "time-interval-size" and
"number-of-intervals". The members of the
"CalendarResponseAttributes" object include all the members of the
corresponding "CalendarAttributes" object.
The format of member "CalendarResponseAttributes is defined as
follows:
CalendarResponseAttributes calendar-response-attributes <1..*>;
object{
[JSONString cost-type-names <1..*>;]
JSONString calendar-start-time;
JSONNumber time-interval-size;
JSONNumber number-of-intervals;
[JSONNumber repeated;]
} CalendarResponseAttributes;
Object CalendarResponseAttributes has the following attributes:
"cost-type-names":
An array of one or more cost type names to which the value of the
other members of CalendarResponseAttributes apply and for which a
Calendar has been requested. The value of this member is a subset
of the "cost-type-names" member of the abovementioned
corresponding "CalendarAttributes" object in the "calendar-
attributes" array member in the IRD. This member MUST be present
when Cost Calendars are provided for more than one cost type.
"calendar-start-time":
Indicates the date at which the first value of the Calendar
applies. The value is a string that, as specified in Section 5,
contains an HTTP "Date" header field using the IMF-fixdate format
specified in Section 7.1.1.1 of [RFC7231]. The value provided for
attribute "calendar-start-time" SHOULD NOT be later than the
request date.
"time-interval-size":
As specified in Section 4.1 and with the same value as in the
abovementioned corresponding "CalendarAttributes" object.
"number-of-intervals":
As specified in Section 4.1 and with the same value as in the
abovementioned corresponding "CalendarAttributes" object.
"repeated":
An optional field provided for Calendars. It is an integer N
greater or equal to '1' that indicates how many iterations of the
Calendar value array starting at the date indicated by "calendar-
start-time" have the same values. The number N includes the
iteration provided in the returned response.
For example, suppose the "calendar-start-time" member has value "Mon,
30 Jun 2019 00:00:00 GMT", the "time-interval-size" member has value
'3600', the "number-of-intervals" member has value '24', and the
value of member "repeated" is equal to '4'. This means that the
Calendar values are the same on Monday, Tuesday, Wednesday, and
Thursday on a period of 24 hours starting at 00:00:00 GMT. The ALTO
Client thus may use the same Calendar for the next 4 days starting at
"calendar-start-time" and will only need to request a new one for
Friday, July 4th at 00:00:00 GMT.
Attribute "repeated" may take a very high value if a Calendar
represents a cyclic value pattern that the Server considers valid for
a long period and hence will only update once this period has elapsed
or if an unexpected event occurs on the network. In the latter case,
the Client will be notified if it uses the "ALTO Incremental Updates
Using Server-Sent Events (SSE)" Service, specified in [RFC8895]. To
this end, it is RECOMMENDED that ALTO Servers providing ALTO
Calendars also provide the "ALTO Incremental Updates Using Server-
Sent Events (SSE)" Service, which is specified in [RFC8895].
Likewise, ALTO Clients capable of using ALTO Calendars SHOULD also
use the SSE Service. See also discussion in Section 8 "Operational
Considerations".
5.1.3. Use Case and Example: FCM with a Bandwidth Calendar
An example of non-real-time information that can be provisioned in a
Calendar is the expected path throughput. While the transmission
rate can be measured in real time by end systems, the operator of a
data center is in the position of formulating preferences for given
paths at given time periods to avoid traffic peaks due to diurnal
usage patterns. In this example, we assume that an ALTO Client
requests a Calendar of network-provider-defined throughput ratings as
specified in the IRD to schedule its bulk data transfers as described
in the use cases.
In the example IRD, Calendars for cost type name "num-
throughputrating" are available for the information resources
"filtered-cost-calendar-map" and "endpoint-cost-map-calendar". The
ALTO Client requests a Calendar for "num-throughputrating" via a POST
request for a Filtered Cost Map.
We suppose in the present example that the ALTO Client sends its
request on Tuesday, July 1st 2019 at 13:15. The Server returns
Calendars with arrays of 12 numbers for each source and destination
pair. The values for metric "throughputrating", in this example, are
assumed to be encoded in 2 digits.
POST /calendar/costmap/filtered HTTP/1.1
Host: custom.alto.example.com
Content-Length: 217
Content-Type: application/alto-costmapfilter+json
Accept: application/alto-costmap+json,application/alto-error+json
{
"cost-type" : {"cost-mode" : "numerical",
"cost-metric" : "throughputrating"},
"calendared" : [true],
"pids" : {
"srcs" : [ "PID1", "PID2" ],
"dsts" : [ "PID1", "PID2", "PID3" ]
}
}
HTTP/1.1 200 OK
Content-Length: 1043
Content-Type: application/alto-costmap+json
{
"meta" : {
"dependent-vtags" : [
{"resource-id": "my-default-network-map",
"tag": "3ee2cb7e8d63d9fab71b9b34cbf764436315542e"
}
],
"cost-type" : {"cost-mode" : "numerical",
"cost-metric" : "throughputrating"},
"calendar-response-attributes" : [
{"calendar-start-time" : "Tue, 1 Jul 2019 13:00:00 GMT",
"time-interval-size" : 7200,
"number-of-intervals" : 12}
]
},
"cost-map" : {
"PID1": { "PID1": [ 1, 12, 14, 18, 14, 14,
14, 18, 19, 20, 11, 12],
"PID2": [13, 4, 15, 16, 17, 18,
19, 20, 11, 12, 13, 14],
"PID3": [20, 20, 18, 14, 12, 12,
14, 14, 12, 12, 14, 16] },
"PID2": { "PID1": [17, 18, 19, 10, 11, 12,
13, 14, 15, 16, 17, 18],
"PID2": [20, 20, 18, 16, 14, 14,
14, 16, 16, 16, 14, 16],
"PID3": [20, 20, 18, 14, 12, 12,
14, 14, 12, 12, 14, 16] }
}
}
5.2. Calendar Extensions in the Endpoint Cost Service
This document extends the Endpoint Cost Service, as defined in
Section 11.5.1 of [RFC7285], by adding new input parameters and
capabilities and by returning JSONArrays instead of JSONNumbers as
the cost values. The media type (Section 11.5.1.1 of [RFC7285]) and
HTTP method (Section 11.5.1.2 of [RFC7285]) are unchanged.
5.2.1. Calendar-Specific Input in Endpoint Cost Requests
The extensions to the requests for calendared Endpoint Cost Maps are
the same as for the Filtered Cost Map Service, specified in
Section 5.1.1 of this document. Likewise, the rules defined around
the extensions to ECM requests are the same as those defined in
Section 5.1.1 for FCM requests.
The ReqEndpointCostMap object for a calendared ECM request will have
the following format:
object {
[CostType cost-type;]
[CostType multi-cost-types<1..*>;]
[JSONBoolean calendared<1..*>;]
EndpointFilter endpoints;
} ReqEndpointCostMap;
object {
[TypedEndpointAddr srcs<0..*>;]
[TypedEndpointAddr dsts<0..*>;]
} EndpointFilter;
Member "cost-type" is optional because, in the ReqEndpointCostMap
object definition of this document, it is jointly present with member
"multi-cost-types" to ensure compatibility with [RFC8189]. In
[RFC8189], members "cost-type" and "multi-cost-types" are both
optional and have to obey the rule specified in Section 4.1.2 of
[RFC8189] stating that "the Client MUST specify either "cost-type" or
"multi-cost-types" but MUST NOT specify both".
The interpretation of member "calendared" is the same as for the
ReqFilteredCostMap object defined in Section 5.1.1 of this document.
The interpretation of the other members is the same as for object
ReqEndpointCostMap defined in [RFC7285] and [RFC8189]. The type
TypedEndpointAddr is defined in Section 10.4.1 of [RFC7285].
For the reasons explained in Section 3.3, a Calendar-aware ALTO
Server does not support constraints. Therefore, member
"[constraints]" is not present in the ReqEndpointCostMap object, and
member "constraints" MUST NOT be present in the input parameters of a
request for an Endpoint Cost Calendar. If this member is present,
the Server MUST ignore it.
5.2.2. Calendar Attributes in the Endpoint Cost Response
The "meta" field of a calendared Endpoint Cost response MUST include
at least:
* if the ALTO Client supports cost values for one cost type at a
time only, the "meta" fields specified in Section 11.5.1.6 of
[RFC7285] for the Endpoint Cost response:
- "cost-type" field.
* if the ALTO Client supports cost values for several cost types at
a time, as specified in [RFC8189], the "meta" fields specified in
[RFC8189] for the Endpoint Cost response:
- "cost-type" field with value set to '{}', for backwards
compatibility with [RFC7285].
- "multi-cost-types" field.
If the Client request does not provide member "calendared" or if it
provides it with a value equal to 'false', for all the requested cost
types, then the ALTO Server response is exactly as specified in
[RFC7285] and [RFC8189].
If the ALTO Client provides member "calendared" in the input
parameters with a value equal to 'true' for given requested cost
types, the "meta" member of a calendared Endpoint Cost response MUST
include, for these cost types, an additional member "calendar-
response-attributes", the contents of which obey the same rules as
for the Filtered Cost Map Service, specified in Section 5.1.2. The
Server response is thus changed as follows, with respect to [RFC7285]
and [RFC8189]:
* the "meta" member has one additional field
"CalendarResponseAttributes", as specified for the Filtered Cost
Map Service, and
* the calendared costs are JSONArrays instead of the JSONNumbers
format used by legacy ALTO implementations. All arrays have a
number of values equal to 'number-of-intervals'. Each value
corresponds to the cost in that interval.
If the value of member "calendared" is equal to 'false' for a given
requested cost type, the ALTO Server MUST return, for this cost type,
a single cost value as specified in [RFC7285].
5.2.3. Use Case and Example: ECS with a routingcost Calendar
Let us assume an Application Client is located in an end system with
limited resources and has access to the network that is either
intermittent or provides an acceptable quality in limited but
predictable time periods. Therefore, it needs to schedule both its
resource-greedy networking activities and its ALTO transactions.
The Application Client has the choice to trade content or resources
with a set of endpoints and needs to decide with which one it will
connect and at what time. For instance, the endpoints are spread in
different time zones or have intermittent access. In this example,
the 'routingcost' is assumed to be time-varying, with values provided
as ALTO Calendars.
The ALTO Client associated with the Application Client queries an
ALTO Calendar on 'routingcost' and will get the Calendar covering the
24-hour time period "containing" the date and time of the ALTO Client
request.
For cost type "num-routingcost", the solicited ALTO Server has
defined 3 different daily patterns, each represented by a Calendar to
cover the week of Monday, June 30th at 00:00 to Sunday, July 6th
23:59:
* C1 for Monday, Tuesday, Wednesday, and Thursday (weekdays)
* C2 for Saturday and Sunday (weekends)
* C3 for Friday (maintenance outage on July 4, 2019 from 02:00:00
GMT to 04:00:00 GMT or a big holiday that is widely celebrated and
generates a large number of connections).
In the following example, the ALTO Client sends its request on
Tuesday, July 1st 2019 at 13:15.
The "routingcost" values are assumed to be encoded in 3 digits.
POST /calendar/endpointcost/lookup HTTP/1.1
Host: custom.alto.example.com
Content-Length: 304
Content-Type: application/alto-endpointcostparams+json
Accept: application/alto-endpointcost+json,
application/alto-error+json
{
"cost-type" : {"cost-mode" : "numerical",
"cost-metric" : "routingcost"},
"calendared" : [true],
"endpoints" : {
"srcs": [ "ipv4:192.0.2.2" ],
"dsts": [
"ipv4:192.0.2.89",
"ipv4:198.51.100.34",
"ipv4:203.0.113.45",
"ipv6:2001:db8::10"
]
}
}
HTTP/1.1 200 OK
Content-Length: 1351
Content-Type: application/alto-endpointcost+json
{
"meta" : {
"cost-type" : {"cost-mode" : "numerical",
"cost-metric" : "routingcost"},
"calendar-response-attributes" : [
{"calendar-start-time" : "Mon, 30 Jun 2019 00:00:00 GMT",
"time-interval-size" : 3600,
"number-of-intervals" : 24,
"repeated": 4
}
]
},
"endpoint-cost-map" : {
"ipv4:192.0.2.2": {
"ipv4:192.0.2.89" : [100, 100, 100, 100, 100, 150,
200, 300, 300, 300, 300, 250,
250, 300, 300, 300, 300, 300,
400, 250, 250, 200, 150, 150],
"ipv4:198.51.100.34" : [ 80, 80, 80, 80, 150, 150,
250, 400, 400, 450, 400, 200,
200, 350, 400, 400, 400, 350,
500, 200, 200, 200, 100, 100],
"ipv4:203.0.113.45" : [300, 400, 250, 250, 200, 150,
150, 100, 100, 100, 100, 100,
100, 100, 100, 100, 100, 150,
200, 300, 300, 300, 300, 250],
"ipv6:2001:db8::10" : [200, 250, 300, 300, 300, 300,
250, 300, 300, 300, 300, 350,
300, 400, 250, 150, 100, 100,
100, 150, 200, 250, 250, 300]
}
}
}
When the Client gets the Calendar for "routingcost", it sees that the
"calendar-start-time" is Monday at 00h00 GMT and member "repeated" is
equal to '4'. It understands that the provided values are valid
until Thursday and will only need to get a Calendar update on Friday.
5.2.4. Use Case and Example: ECS with a Multi-cost Calendar for
routingcost and owdelay
In this example, it is assumed that the ALTO Server implements multi-
cost capabilities, as specified in [RFC8189] . That is, an ALTO
Client can request and receive values for several cost types in one
single transaction. An illustrating use case is a path selection
done on the basis of 2 metrics: routingcost and owdelay.
As in the previous example, the IRD indicates that the ALTO Server
provides "routingcost" Calendars in terms of 24 time intervals of 1
hour (3600 seconds) each.
For metric "owdelay", the IRD indicates that the ALTO Server provides
Calendars in terms of 12 time interval values lasting 5 minutes (300
seconds) each.
In the following example transaction, the ALTO Client sends its
request on Tuesday, July 1st 2019 at 13:15.
This example assumes that the values of metric "owdelay" and
"routingcost" are encoded in 3 digits.
POST calendar/endpointcost/lookup HTTP/1.1
Host: custom.alto.example.com
Content-Length: 390
Content-Type: application/alto-endpointcostparams+json
Accept: application/alto-endpointcost+json,
application/alto-error+json
{
"cost-type" : {},
"multi-cost-types" : [
{"cost-mode" : "numerical", "cost-metric" : "routingcost"},
{"cost-mode" : "numerical", "cost-metric" : "owdelay"}
],
"calendared" : [true, true],
"endpoints" : {
"srcs": [ "ipv4:192.0.2.2" ],
"dsts": [
"ipv4:192.0.2.89",
"ipv4:198.51.100.34",
"ipv4:203.0.113.45",
"ipv6:2001:db8::10"
]
}
}
HTTP/1.1 200 OK
Content-Length: 2165
Content-Type: application/alto-endpointcost+json
{
"meta" : {
"multi-cost-types" : [
{"cost-mode" : "numerical", "cost-metric" : "routingcost"},
{"cost-mode" : "numerical", "cost-metric" : "owdelay"}
],
"calendar-response-attributes" : [
{"cost-type-names" : [ "num-routingcost" ],
"calendar-start-time" : "Mon, 30 Jun 2019 00:00:00 GMT",
"time-interval-size" : 3600,
"number-of-intervals" : 24,
"repeated": 4 },
{"cost-type-names" : [ "num-owdelay" ],
"calendar-start-time" : "Tue, 1 Jul 2019 13:00:00 GMT",
"time-interval-size" : 300,
"number-of-intervals" : 12}
]
},
"endpoint-cost-map" : {
"ipv4:192.0.2.2": {
"ipv4:192.0.2.89" : [[100, 100, 100, 100, 100, 150,
200, 300, 300, 300, 300, 250,
250, 300, 300, 300, 300, 300,
400, 250, 250, 200, 150, 150],
[ 20, 400, 20, 80, 80, 90,
100, 90, 60, 40, 30, 20]],
"ipv4:198.51.100.34" : [[ 80, 80, 80, 80, 150, 150,
250, 400, 400, 450, 400, 200,
200, 350, 400, 400, 400, 350,
500, 200, 200, 200, 100, 100],
[ 20, 20, 50, 30, 30, 30,
30, 40, 40, 30, 20, 20]],
"ipv4:203.0.113.45" : [[300, 400, 250, 250, 200, 150,
150, 100, 100, 100, 100, 100,
100, 100, 100, 100, 100, 150,
200, 300, 300, 300, 300, 250],
[100, 90, 80, 60, 50, 50,
40, 40, 60, 90, 100, 80]],
"ipv6:2001:db8::10" : [[200, 250, 300, 300, 300, 300,
250, 300, 300, 300, 300, 350,
300, 400, 250, 150, 100, 100,
100, 150, 200, 250, 250, 300],
[ 40, 40, 40, 40, 50, 50,
50, 20, 10, 15, 30, 40]]
}
}
}
When receiving the response, the Client sees that the Calendar values
for metric "routingcost" are repeated for 4 iterations. Therefore,
in its next requests until the "routingcost" Calendar is expected to
change, the Client will only need to request a Calendar for
"owdelay".
Without the ALTO Calendar extensions, the ALTO Client would have no
clue on the dynamicity of the metric value change and would spend
needless time requesting values at an inappropriate pace. In
addition, without the Multi-Cost ALTO capabilities, the ALTO Client
would duplicate this waste of time as it would need to send one
request per cost metric.
6. IANA Considerations
This document has no IANA actions.
7. Security Considerations
As an extension of the base ALTO protocol [RFC7285], this document
fits into the architecture of the base protocol and hence the
security considerations (Section 15 of [RFC7285]) fully apply when
this extension is provided by an ALTO Server. For example, the same
authenticity and integrity considerations (Section 15.1 of [RFC7285])
still fully apply; the same considerations for the privacy of ALTO
users (Section 15.4 of [RFC7285]) also still fully apply.
The calendaring information provided by this extension requires
additional considerations on three security considerations discussed
in [RFC7285]: potential undesirable guidance to Clients (Section 15.2
of [RFC7285]), confidentiality of ALTO information (Section 15.3 of
[RFC7285]), and availability of ALTO (Section 15.5 of [RFC7285]).
For example, by providing network information in the future in a
Calendar, this extension may improve availability of ALTO when the
ALTO Server is unavailable but related information is already
provided in the Calendar.
For confidentiality of ALTO information, an operator should be
cognizant that this extension may introduce a new risk, a malicious
ALTO Client may get information for future events that are scheduled
through Calendaring. Possessing such information, the malicious
Client may use it to generate massive connections to the network at
times where its load is expected to be high.
To mitigate this risk, the operator should address the risk of ALTO
information being leaked to malicious Clients or third parties. As
specified in "Protection Strategies" (Section 15.3.2 of [RFC7285]),
the ALTO Server should authenticate ALTO Clients and use the
Transport Layer Security (TLS) protocol so that man-in-the-middle
(MITM) attacks to intercept an ALTO Calendar are not possible.
"Authentication and Encryption" (Section 8.3.5 of [RFC7285]) ensures
the availability of such a solution. It specifies that "ALTO Server
implementations as well as ALTO Client implementations MUST support
the "https" URI scheme of [RFC2818] and Transport Layer Security
(TLS) of [RFC5246]".
Section 1 of TLS 1.3 [RFC8446] states: "While TLS 1.3 is not directly
compatible with previous versions, all versions of TLS incorporate a
versioning mechanism which allows Clients and Servers to
interoperably negotiate a common version if one is supported by both
peers". ALTO Clients and Servers SHOULD support both TLS 1.3
[RFC8446] and TLS 1.2 [RFC5246] and MAY support and use newer
versions of TLS as long as the negotiation process succeeds.
The operator should be cognizant that the preceding mechanisms do not
address all security risks. In particular, they will not help in the
case of "malicious Clients" possessing valid authentication
credentials. The threat here is that legitimate Clients have become
subverted by an attacker and are now 'bots' being asked to
participate in a DDoS attack. The Calendar information now becomes
valuable in knowing exactly when to perpetrate a DDoS attack. A
mechanism, such as a monitoring system that detects abnormal
behaviors, may still be needed.
To avoid malicious or erroneous guidance from ALTO information, an
ALTO Client should be cognizant that using calendaring information
can have risks: (1) Calendar values, especially in "repeated"
Calendars, may be only statistical and (2) future events may change.
Hence, a more robust ALTO Client should adapt and extend protection
strategies specified in Section 15.2 of [RFC7285]. For example, to
be notified immediately when a particular ALTO value that the Client
depends on changes, it is RECOMMENDED that both the ALTO Client and
ALTO Server using this extension support "Application-Layer Traffic
Optimization (ALTO) Incremental Updates Using Server-Sent Events
(SSE)" [RFC8895].
Another risk of erroneous guidance appears when the Server exposes an
occurrence of a same cost type name in different elements of the
Calendar objects array associated to an information resource. In
this case, there is no way for the Client to figure out which
Calendar object in the array is valid. The specification in this
document recommends, in this case, that the Client uses the first
encountered Calendar object occurrence containing the cost type name.
However, the Client may want to avoid the risks of erroneous guidance
associated to the use of potentially invalid Calendar values. To
this end, as an alternative to the recommendation in this document,
the Client MAY ignore the totality of occurrences of
CalendarAttributes objects containing the cost type name and query
this cost type using [RFC7285].
8. Operational Considerations
It is important that both the operator of the network and the
operator of the applications consider both the feedback aspect and
the prediction-based (uncertainty) aspect of using the Cost Calendar.
First, consider the feedback aspect and consider the Cost Calendar as
a traffic-aware map service (e.g., Google Maps). Using the service
without considering its own effect, a large fleet can turn a not-
congested road into a congested one; a large number of individual
cars each choosing a road with light traffic ("cheap link") can also
result in congestion or result in a less-optimal global outcome
(e.g., the Braess' Paradox [BRAESS_PARADOX]).
Next, consider the prediction aspect. Conveying ALTO Cost Calendars
tends to reduce the on-the-wire data exchange volume compared to
multiple single-cost ALTO transactions. An application using
Calendars has a set of time-dependent values upon which it can plan
its connections in advance with no need for the ALTO Client to query
information at each time. Additionally, the Calendar response
attribute "repeated", when provided, saves additional data exchanges
in that it indicates that the ALTO Client does not need to query
Calendars during a period indicated by this attribute. The preceding
is true only when "accidents" do not happen.
Although individual network operators and application operators can
choose their own approaches to address the aforementioned issues,
this document recommends the following considerations. First, a
typical approach to reducing instability and handling uncertainty is
to ensure timely update of information. The SSE Service, as
discussed in Section 7, can handle updates if supported by both the
Server and the Client. Second, when a network operator updates the
Cost Calendar and when an application reacts to the update, they
should consider the feedback effects. This is the best approach even
though there is theoretical analysis [SELFISH_RTG_2002] and Internet-
based evaluation [SELFISH_RTG_2003] showing that uncoordinated
behaviors do not always cause substantial suboptimal results.
High-resolution intervals may be needed when values change, sometimes
during very small time intervals but in a significant manner. A way
to avoid conveying too many entries is to leverage on the "repeated"
feature. A Server can smartly set the Calendar start time and number
of intervals so as to declare them "repeated" for a large number of
periods until the Calendar values change and are conveyed to
requesting Clients.
The newer JSON Data Interchange Format specification [RFC8259] used
in ALTO Calendars replaces the older one [RFC7159] used in the base
ALTO protocol [RFC7285]. The newer JSON mandates UTF-8 text encoding
to improve interoperability. Therefore, ALTO Clients and Servers
implementations using UTF-{16,32} need to be cognizant of the
subsequent interoperability risks and MUST switch to UTF-8 encoding
if they want to interoperate with Calendar-aware Servers and Clients.
9. References
9.1. Normative References
[IEEE.754.2019]
IEEE, "IEEE Standard for Floating-Point Arithmetic",
IEEE 754-2019, DOI 10.1109/IEEESTD.2019.8766229, June
2019, <https://doi.org/10.1109/IEEESTD.2019.8766229>.
[RFC2119] Bradner, S., "Key words for use in RFCs to Indicate
Requirement Levels", BCP 14, RFC 2119,
DOI 10.17487/RFC2119, March 1997,
<https://www.rfc-editor.org/info/rfc2119>.
[RFC5246] Dierks, T. and E. Rescorla, "The Transport Layer Security
(TLS) Protocol Version 1.2", RFC 5246,
DOI 10.17487/RFC5246, August 2008,
<https://www.rfc-editor.org/info/rfc5246>.
[RFC7231] Fielding, R., Ed. and J. Reschke, Ed., "Hypertext Transfer
Protocol (HTTP/1.1): Semantics and Content", RFC 7231,
DOI 10.17487/RFC7231, June 2014,
<https://www.rfc-editor.org/info/rfc7231>.
[RFC7285] Alimi, R., Ed., Penno, R., Ed., Yang, Y., Ed., Kiesel, S.,
Previdi, S., Roome, W., Shalunov, S., and R. Woundy,
"Application-Layer Traffic Optimization (ALTO) Protocol",
RFC 7285, DOI 10.17487/RFC7285, September 2014,
<https://www.rfc-editor.org/info/rfc7285>.
[RFC8174] Leiba, B., "Ambiguity of Uppercase vs Lowercase in RFC
2119 Key Words", BCP 14, RFC 8174, DOI 10.17487/RFC8174,
May 2017, <https://www.rfc-editor.org/info/rfc8174>.
[RFC8189] Randriamasy, S., Roome, W., and N. Schwan, "Multi-Cost
Application-Layer Traffic Optimization (ALTO)", RFC 8189,
DOI 10.17487/RFC8189, October 2017,
<https://www.rfc-editor.org/info/rfc8189>.
[RFC8259] Bray, T., Ed., "The JavaScript Object Notation (JSON) Data
Interchange Format", STD 90, RFC 8259,
DOI 10.17487/RFC8259, December 2017,
<https://www.rfc-editor.org/info/rfc8259>.
[RFC8446] Rescorla, E., "The Transport Layer Security (TLS) Protocol
Version 1.3", RFC 8446, DOI 10.17487/RFC8446, August 2018,
<https://www.rfc-editor.org/info/rfc8446>.
[RFC8895] Roome, W. and Y. Yang, "Application-Layer Traffic
Optimization (ALTO) Incremental Updates Using Server-Sent
Events (SSE)", RFC 8895, DOI 10.17487/RFC8895, November
2020, <https://www.rfc-editor.org/info/rfc8895>.
9.2. Informative References
[ALTO_METRICS]
Wu, Q., Yang, Y. R., Dhody, D., Randriamasy, S., and L. M.
Contreras, "ALTO Performance Cost Metrics", Work in
Progress, Internet-Draft, draft-ietf-alto-performance-
metrics-09, 9 March 2020, <https://tools.ietf.org/html/
draft-ietf-alto-performance-metrics-09>.
[BRAESS_PARADOX]
Steinberg, R. and W. Zangwill, "The Prevalence of Braess'
Paradox", Transportation Science Vol. 17, No. 3,
DOI 10.1287/trsc.17.3.301, 1 August 1983,
<https://doi.org/10.1287/trsc.17.3.301>.
[RFC2818] Rescorla, E., "HTTP Over TLS", RFC 2818,
DOI 10.17487/RFC2818, May 2000,
<https://www.rfc-editor.org/info/rfc2818>.
[RFC5693] Seedorf, J. and E. Burger, "Application-Layer Traffic
Optimization (ALTO) Problem Statement", RFC 5693,
DOI 10.17487/RFC5693, October 2009,
<https://www.rfc-editor.org/info/rfc5693>.
[RFC6708] Kiesel, S., Ed., Previdi, S., Stiemerling, M., Woundy, R.,
and Y. Yang, "Application-Layer Traffic Optimization
(ALTO) Requirements", RFC 6708, DOI 10.17487/RFC6708,
September 2012, <https://www.rfc-editor.org/info/rfc6708>.
[RFC7159] Bray, T., Ed., "The JavaScript Object Notation (JSON) Data
Interchange Format", RFC 7159, DOI 10.17487/RFC7159, March
2014, <https://www.rfc-editor.org/info/rfc7159>.
[SELFISH_RTG_2002]
Roughgarden, T., "Selfish Routing", Dissertation Thesis,
Cornell, May 2002.
[SELFISH_RTG_2003]
Qiu, L., Yang, Y., Zhang, Y., and S. Shenker, "Selfish
Routing in Internet-Like Environments", Proceedings of
SIGCOMM '03, DOI 10.1145/863955.863974, August 2003,
<https://doi.org/10.1145/863955.863974>.
[SENSE] Department of Energy Office of Science Advanced Scientific
Computing Research (ASCR) Program, "SDN for End-to-End
Networked Science at the Exascale (SENSE)",
<http://sense.es.net/overview>.
[UNICORN-FGCS]
Xiang, Q., Wang, T., Zhang, J., Newman, H., Yang, Y., and
Y. Liu, "Unicorn: Unified resource orchestration for
multi-domain, geo-distributed data analytics", Future
Generation Computer Systems (FGCS), Vol. 93, Pages
188-197, DOI 10.1016/j.future.2018.09.048, ISSN 0167-739X,
March 2019,
<https://doi.org/10.1016/j.future.2018.09.048>.
Acknowledgments
The authors would like to thank Fred Baker, Li Geng, Diego Lopez, He
Peng, and Haibin Song for fruitful discussions and feedback on
earlier draft versions. Dawn Chan, Kai Gao, Vijay Gurbani, Yichen
Qian, Jürgen Schönwälder, Brian Weis, and Jensen Zhang provided
substantial review feedback and suggestions to the protocol design.
Authors' Addresses
Sabine Randriamasy
Nokia Bell Labs
Route de Villejust
91460 Nozay
France
Email: Sabine.Randriamasy@nokia-bell-labs.com
Y. Richard Yang
Yale University
51 Prospect St.
New Haven, CT 06520
United States of America
Email: yry@cs.yale.edu
Qin Wu
Huawei
Yuhua District
101 Software Avenue
Nanjing
Jiangsu, 210012
China
Email: sunseawq@huawei.com
Lingli Deng
China Mobile
China
Email: denglingli@chinamobile.com
Nico Schwan
Thales Deutschland
Lorenzstrasse 10
70435 Stuttgart
Germany
Email: nico.schwan@thalesgroup.com