Internet Engineering Task Force R. Belchior
Internet-Draft M. Correia
Intended status: Informational INESC-ID, Instituto Superior Tecnico
Expires: September 11, 2021 T. Hardjono
MIT
March 10, 2021
DLT Gateway Crash Recovery Mechanism
draft-belchior-gateway-recovery-01
Abstract
This memo describes the crash recovery mechanism for the Open Digital
Asset Protocol (ODAP), entitled ODAP-2PC. ODAP-2PC assures that
gateways running ODAP are crash-fault tolerant, meaning that the
atomicity of asset transfers are assured even if gateways crash.
This protocol includes the description of the messaging and logging
flow necessary for gateways to keep track of current state, the crash
recovery protocol, and a rollback protocol.
Status of This Memo
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Table of Contents
1. Introduction . . . . . . . . . . . . . . . . . . . . . . . . 2
2. Terminology . . . . . . . . . . . . . . . . . . . . . . . . . 3
3. Logging Model . . . . . . . . . . . . . . . . . . . . . . . . 4
3.1. Example . . . . . . . . . . . . . . . . . . . . . . . . . 4
4. Gateway Crash Recovery . . . . . . . . . . . . . . . . . . . 6
4.1. Gateway Transfer Model . . . . . . . . . . . . . . . . . 6
4.2. Crash Recovery Model . . . . . . . . . . . . . . . . . . 7
4.3. Recovery Procedure . . . . . . . . . . . . . . . . . . . 8
4.4. Log Storage . . . . . . . . . . . . . . . . . . . . . . . 11
4.5. Logging API . . . . . . . . . . . . . . . . . . . . . . . 12
4.5.1. POST/saveLogEntry:log . . . . . . . . . . . . . . . . 12
4.5.2. GET lastEntry . . . . . . . . . . . . . . . . . . . . 13
4.5.3. GET getLogEntry/:id . . . . . . . . . . . . . . . . . 13
4.5.4. GET getLog . . . . . . . . . . . . . . . . . . . . . 14
4.5.5. POST updateLog . . . . . . . . . . . . . . . . . . . 14
5. Format of log entries . . . . . . . . . . . . . . . . . . . . 15
6. Security Considerations . . . . . . . . . . . . . . . . . . . 18
7. References . . . . . . . . . . . . . . . . . . . . . . . . . 18
7.1. Normative References . . . . . . . . . . . . . . . . . . 18
7.2. Informative References . . . . . . . . . . . . . . . . . 19
Authors' Addresses . . . . . . . . . . . . . . . . . . . . . . . 19
1. Introduction
Gateway systems that perform virtual asset transfers among DLTs must
possess a degree of resiliency and fault tolerance in the face of
possible crashes. A key component of crash recovery is maintaining
logs that enable either the same or other backup gateways to resume
partially completed transfers. Another key component is an atomic
commit protocol (ACP) that guarantees that the source and target DLTs
are modified consistently (atomicity) and permanently (durability),
e.g., that assets that are taken from the source DLT are persisted
into the recipient DLT.
This memo proposes: (i) the parameters that a gateway must retain in
the form of logs concerning message flows within asset transfers;
(ii) a JSON-based format for logs related to asset transfers.
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2. Terminology
There following are some terminology used in the current document:
o Gateway: The nodes of a DLT system that are functionally capable
of handling an asset transfer with another DLT. Gateway nodes
implement the gateway-to-gateway asset transfer protocol.
o Primary Gateway: The node of a DLT system that has been selected
or elected to act as a gateway in an asset transfer.
o Backup Gateway: The node of a DLT system that has been selected or
elected to act as a backup gateway to a primary gateway.
o Message Flow Parameters: The parameters and payload employed in a
message flow between a sending gateway and receiving gateway.
o Source Gateway (or G1): The gateway that initiates the transfer
protocol. Acts as a coordinator of the ACP and mediates the
message flow.
o Recipient Gateway (or G2): The gateway that is the target of an
asset transfer. It follows instructions from the source gateway.
o Source DLT: The DLT of the source gateway.
o Target DLT: The DLT of the recipient gateway.
o Log: Set of log entries such that those are ordered by the time of
its creation.
o Public (or Shared) Log: log where several nodes can read and write
from it.
o Private Log: log where only one node can read and write from it.
o Log data: The log information is retained by a gateway connected
to an exchanged message within an asset transfer protocol.
o Log entry: The log information generated and persisted by a
gateway regarding one specific message flow step.
o Log format: The format of log-data generated by a gateway.
o Atomic commit protocol (ACP): A protocol that guarantees that
assets that are taken from a DLT are persisted into the other DLT.
Examples are two and three-phase commit protocols (2PC, 3PC,
respectively) and non-blocking atomic commit protocols.
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o Fault: A fault is an event that alters the expected behavior of a
system.
o Crash-fault tolerant models: models allowing a system to keep
operating correctly despite having a set of faulty components.
o Digital asset: a form of digital medium recordation that is used
as a digital representation of a tangible or intangible asset.
3. Logging Model
Logs are associated to a process running operations on a certain
gateway, and they can be stored in several supports: 1) off-chain
storage (with the possibility of a hash of the logs being stored on-
chain), where logs are stored on the hard-drive of the computer
system performing the role of a gateway; 2) cloud storage; 3) on-
chain storage, either storing the logs on the blockchains that
gateways are connected, or to a third blockchain.
To manipulate the log, we define a set of log primitives, that
translate log entry requests from a process into log entries,
realized by the log storage API, later presented:
o writeLogEntry(l,L) - writes a log entry l in the log L
o getLogLength - obtains the number of log entries
o getLogEntry(l) - retrieves a log entry l.
A log entry request typically comes from a single event in a given
protocol. Log entry requests have the format (phase, step,
operation, gateways), where the field operation corresponds to an
arbitrary command, and the field gateways correspond to the parties
involved in the protocol. We define four operations types to provide
context to the protocol being executed. Operation type (init-)
states the intention of a gateway to execute a particular operation,
and operation (exec-) expresses that the gateway is excecuting an
operation. The operation type (done-) states when an agent
successfully executed a step of the protocol, while (ack-) refers to
when a gateway acknowledges a message received from another.
Conversely, we use the type (fail-) to refer to when an agent fails
to execute a specific step.
3.1. Example
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,--. ,--. ,-------.
|G1| |G2| |Log API|
`--' `--' `-------'
| [1]: writeLogEntry init-validate |
| --------------------------------------------------------------->
| | |
| [2]: initiate ODAP's phase 1| |
| ----------------------------> |
| | |
| | [3]: writeLogEntry exec-validate |
| | --------------------------------->
| | |
| |----.
| | | [4]: execute validate from p1
| |<---'
| | |
| | [5]: writeLogEntry done-validate |
| | --------------------------------->
| | |
| | [6]: writeLogEntry ack-validate |
| | --------------------------------->
| | |
| [7]: validation complete | |
| <---------------------------- |
,--. ,--. ,-------.
|G1| |G2| |Log API|
`--' `--' `-------'
Figure 1
From step 1 to 7, the generated logs are:
At step 1, LOG: <p1, 1, init-validate, (GS->GR)>.
At step 2, GS commands GR to execute validate.
At step 3, LOG: <p1, 2, exec-validate, (GR)>.
At step 4: GR executes validate
At step 5, LOG: <p1,3, done-validate, (GR)>.
At step 6, LOG: <p1, 4, ack-validate, (GR->GS)>.
At step 7: GS receives an acknoledgment from GR.
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4. Gateway Crash Recovery
The gateway architecture [ODAP] defines two gateway nodes belonging
to distinct DLT systems as a means to conduct a virtual asset
transfer in a secure and non-repudiable manner while ensuring the
asset does not exist simultaneously on both blockchains.
One of the key deployment requirements of gateways for asset
transfers is a high degree of gateways availability. In this
document, we consider two common strategies to increase availability:
(1) to support the recovery of the gateways and (2) to employ backup
gateways with the ability to resume a stalled transfer.
To this end, gateways must retain relevant log information regarding
incoming protocol messages (parameters, payloads, etc.) and
transmitted messages. In particular, logs are written before
operations (write-ahead) to provide atomicity and durability to the
asset exchange protocol. The log-data is considered as internal
resources to the DLT system, accessible to the backup gateway and
possible other gateway nodes.
4.1. Gateway Transfer Model
The Open Digital Asset Protocol (ODAP) is a DLT-agnostic gateway-to-
gateway protocol used by a sender gateway and a target gateway to
perform a virtual asset's unidirectional transfer [ODAP]. The
transfer process is started by a client (application) that interacts
with the source gateway or both (source and recipient) gateways to
provide instructions regarding actions, related resources located in
the source DLT system, and resources located in the remote DLT
system. The protocol has two modes, but here we consider only the
Relay Mode: Client-initiated Gateway to Gateway asset transfer. When
we refer to the ODAP protocol in this document, we refer to the ODAP
protocol in Relay Mode, although the logging model specified in this
memo can also support the Direct mode., although the logging model
specified in this memo can also support the Direct mode.
ODAP has to be instanced with an ACP protocol to guarantee that the
source and target DLTs are modified consistently, a property
designated Atomicity [BHG87]. ACPs consider two roles: a Coordinator
that manages the execution of the protocol and Participants that
manage the resources that must be kept consistent. The source
gateway plays the ACP role of Coordinator, and the recipient gateway
plays the Participant role in relay mode. Gateways exchange messages
corresponding to the protocol execution, generating log entries for
each one. The message exchange, and corresponding logging procedure
is represented in Figure 1.
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The simplified message flow format is in the form < ODAP_PHASE, STEP,
COMMAND, GATEWAY >, where ODAP_PHASE corresponds to the current phase
of ODAP, STEP corresponds to a monotonically increasing integer,
COMMAND to the command type being issued by a set of gateways
(GATEWAY). However, both two-phase commit and three-phase commit can
block in case nodes fail. The protocol being blocking means that if
the coordinator crashes, then gateways may not finish transactions.
When a crash happens, gateways will be waiting for a confirmation/
abort, and possibly holding the lock regarding a specific digital
asset.
4.2. Crash Recovery Model
We assume gateways fail by crashing, i.e., by becoming silent, not
arbitrary or Byzantine faults. We assume authenticated reliable
channels obtained using TLS/HTTPS [TLS]. To recover from these
crashes, gateways store in persistent storage data about the step of
their protocol. This allows the system to recover by getting from
the log the first step that may have failed. We consider two
recovery models:
o Self-healing mode: assumes that after a crash, a gateway
eventually recovers;
o Primary-backup mode: assumes that after a crash, a gateway may
never recover, but that this failure can be detected by timeout
[AD76].
In Self-healing mode, when a gateway restarts after a crash, it reads
the state from the log and continues executing the protocol from that
point on. We assume the gateway does not lose its long-term keys
(public-private key pair) and can reestablish all TLS connections.
In Primary-backup mode, we assume that after a period T of the
primary gateway failure, a backup gateway detects that failure
unequivocally and takes the role of the primary gateway. The failure
is detected using heartbeat messages and a conservative value for T.
The backup gateway does virtually the same as the gateway in self-
healing mode: reads the log and continues the process. The
difference is that the log must be shared between the primary and the
backup gateways. If there is more than one backup, a leader-election
protocol may be executed to decide which backup will take the primary
role.
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4.3. Recovery Procedure
Gateways can crash at several points of the protocol.
In 2PC and 3PC, recovery requires that the protocol steps are
recorded in a log immediately before sending a message and
immediately after receiving a message. Thus, at every step k of the
protocol, each gateway writes in the log entry indicating its current
state. When a node crashes:
o Self-healing mode: the recovered gateway informs the other party
of its recovery and continues the protocol execution;
o Primary-backup mode: if a node is crashed indefinitely, a backup
is spun off, using the log storage API to retrieve the most recent
version of the log.
Upon recovery, the recovered node attempts to retrieve the most
recent log of operations. Based on the latest log entry last(log),
it derives the current state of the asset transfer. This can be
confirmed by querying all other nodes involved in such transfer by
sending a recovery message rm. After the current state is fetched
and agreed upon by all parties, the ODAP protocol continues. There
are several situations when a crash may occur. The first one is
immediately after starting the transfer, as shown below:
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,--. ,--. ,-------.
|G1| |G2| |Log API|
`--' `--' `-------'
| 1: [1]: writeLogEntry <p1, 1, init-validate, (GS->GR)>|
| ------------------------------------------------------>
| | |
|----. | |
| | [2] Crash | |
|<---' ... | |
| [3]recover | |
| | |
| | |
| [4] <p1, 1, RECOVER, GR> | |
| --------------------------> |
| | |
| | [5] getLogEntry(i) |
| | -------------------------->
| | |
| | [6] logEntries |
| | <- - - - - - - - - - - - -
| | |
| [7] send updated log ul | |
| <-------------------------- |
| | |
|----. | |
| | [8] process log | |
|<---' | |
| | |
| [9] updateLog(ul) |
| ------------------------------------------------------>
| | |
| [10] confirm recovery | |
| --------------------------> |
| | |
| [11] acknowledge recovery| |
| <- - - - - - - - - - - - - |
| | |
| [12]: <p1,2,init-validateNext, (GS->GR)> |
| ------------------------------------------------------>
,--. ,--. ,-------.
|G1| |G2| |Log API|
`--' `--' `-------'
Figure 2
The source gateway (G1) crashes right before it issued an init
command to the recipient gateway (G2). The gateway eventually
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recovers in self-healing mode, querying the last log entry from the
log storage API. After that, it sends a recovery message to G2,
advertising that the recovery has been completed and asking for an
updated version of the log, i.e., the current state. In this case,
the latest version of the log corresponds to G1 log. After
synchronization has been achieved, the process can continue.
The second scenario requires further synchronization (figure below).
At the retrieval of the latest log entry, G1 notices its log is
outdated. It updates it upon necessary validation and then
communicates its recovery to G2. The process then continues as
defined.
,--. ,--. ,-------.
|G1| |G2| |Log API|
`--' `--' `-------'
| 1: [1]: writeLogEntry init-validate |
| ----------------------------------------------------------->
| | |
| [2]: initiate ODAP's phase 1| |
| ----------------------------> |
| | |
|----. | |
| | [3] Crash | |
|<---' | |
| | |
| | [4]: writeLogEntry init |
| | ----------------------------->
| | |
| |----.
| | | [5]: execute init from p1
| |<---'
| | |
| | [6]: writeLogEntry done-init |
| | ----------------------------->
| | |
| | [7]: writeLogEntry ack-init |
| | ----------------------------->
| | |
| [8] <p1, 1, RECOVER, GR> | |
| ----------------------------> |
| | |
| | [9] getLogEntry(i) |
| | ----------------------------->
| | |
| | [10] logEntries |
| | <- - - - - - - - - - - - - - -
| | |
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| [11] send updated log ul | |
| <---------------------------- |
| | |
|----. | |
| | [12] process log | |
|<---' | |
| | |
| [13] updateLog(ul) |
| ----------------------------------------------------------->
| | |
| [14] confirm recovery | |
| ----------------------------> |
| | |
| [15] acknowledge recovery | |
| <- - - - - - - - - - - - - - |
| | |
| [16]: init-validateNext |
| ----------------------------------------------------------->
,--. ,--. ,-------.
|G1| |G2| |Log API|
`--' `--' `-------'
Figure 3
4.4. Log Storage
Log primitives are translated into log entries, persisted by the log
storage API in the format <operation, step, phase, gateways>, where
the gateway issuing the operation is implicit. For example, when GS
initiates ODAP's first phase, by sending a message to GR, a log entry
specifying the command init given to G2, in the first operation of
the phase p1 is translated to a log entry <p1,1,init-validate,GS-
GR)>. After that, the log entry is persisted via the log storage
API. Thus, log primitives are also translated into log storage API
requests.
We consider the log file to be a stack of log entries. Each time a
log entry is added, it goes to the top of the stack (the highest
index). Logs can be saved locally (computer?s disk), in an external
service (e.g., cloud storage service), or in the DLT the gateway is
operating. Saving logs locally is faster than saving them on the
respective ledger but delivers weaker integrity and availability
guarantees. Saving log entries on a DLT may slow down the protocol
because issuing a transaction is several orders of magnitude slower
than writing on disk or accessing a cloud service. Self-healing mode
is compatible with the three types of logs, but Primary-backup mode
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requires storage in an external service or the DLT. For critical
scenarios where strong accountability and traceability are needed
(e.g., financial institution gateways), blockchain-based logging
storage may be appropriate. Conversely, for gateways that implement
interoperability between blockchains belonging to the same
organization (i.e., a legal framework protects the legal entities
involved), local storage might suffice.
We assume the storage service used provides the means necessary to
assure the logs' confidentiality and integrity, stored and in
transit. The service must provide an authentication and
authorization scheme, e.g., based on OAuth and OIDC [OIDC], and use
secure channels based on TLS/HTTPS [TLS].
We consider a log storage API that allows developers to abstract from
the storage details (e.g., relational vs. non-relational, local vs.
cloud) and handles access control if needed. This is API-TYPE 1, as
the gateway uses it to store off-chain resources.
4.5. Logging API
The log storage API serves two purposes: 1) it provides a reliable
mean to store logs created by all gateways involved in an asset
transfer; and 2) promote accountability across parties.
The log storage API MUST respond with return codes indicating the
failure (error 5XX) or success of the operation (200). The
application may carry out further operation in future to determine
the ultimate status of the operation.
4.5.1. POST/saveLogEntry:log
Persists a log entry at the default storage environment, by appending
it to the current log. Returns the index of the saved log entry.
Response example:
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HTTP/1.1 200 OK
Cache-Control: private
Date: Mon, 02 Mar 2020 05:07:35 GMT
Content-Type: application/json
{
"success": true,
"response_data":"2"
}
Figure 4
4.5.2. GET lastEntry
Obtains the latest log entry from the log.
Response example:
HTTP/1.1 200 OK
Cache-Control: private
Date: Mon, 02 Mar 2020 05:07:35 GMT
Content-Type: application/json
{
"success": true,
"response_data":
"log_entry": {...}
}
Figure 5
4.5.3. GET getLogEntry/:id
Obtains a log entry with specified ID.
Response example:
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HTTP/1.1 200 OK
Cache-Control: private
Date: Mon, 02 Mar 2020 05:07:35 GMT
Content-Type: application/json
{
"success": true,
"response_data":
"log_entry": {...}
}
Figure 6
4.5.4. GET getLog
Obtains the whole log.
Response example:
HTTP/1.1 200 OK
Cache-Control: private
Date: Mon, 02 Mar 2020 05:07:35 GMT
Content-Type: application/json
{
"success": true,
"response_data":
"log": {...}
}
Figure 7
4.5.5. POST updateLog
Updates the current log. The log is updated if there are new log
entries.
Returns the index of the last common log entry (common prefix).
Response example:
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HTTP/1.1 200 OK
Cache-Control: private
Date: Mon, 02 Mar 2020 05:07:35 GMT
Content-Type: application/json
{
"success": true,
"response_data":"2"
}
Figure 8
5. Format of log entries
The log entries are stored by a gateway in its log. Entries account
for the current status of one of the three ODAP flows: Transfer
Initiation flow, Lock-Evidence flow, and Commitment Establishment
flow. The recommended format for log entries is JSON [xxx], with
protocol-specific mandatory fields, support for a free format field
for plaintext or encrypted payloads directed at the DLT gateway or an
underlying DLT. Although the recommended format is JSON, other
formats can be used (e.g., XML).
The mandatory fields of a log entry are:
o session_ID REQUIRED: unique identifier (UUIDv2) representing an
ODAP interaction (corresponding to a particular flow)
o seq_number REQUIRED: represents the ordering of steps recorded on
the log for a particular session
o odap_phase REQUIRED: flow to which the logging refers to. Can be
Transfer Initiation flow, Lock-Evidence flow, and Commitment
Establishment flow.
o source_gateway_pubkey REQUIRED: the public key of the gateway
initiating a transfer
o source_gateway_dlt_system REQUIRED: the ID of the gateway
initiating a transfer
o recipient_gateway_pubkey REQUIRED: the public key of the gateway
involved in a transfer
o recipient_gateway_dlt_system REQUIRED: the ID of the recipient
gateway involved in a transfer
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o timestamp REQUIRED: timestamp referring to when the log entry was
generated (UNIX format)
o payload REQUIRED: Message payload. Contains subfields Votes
(optional), Msg, Message type. Votes refers to the votes parties
need to commit in the 2PC. Msg is the content of the log entry.
Message type refers to the different logging actions (e.g.,
command, backup). Msg and Message type are specific to the ODAP
phase [ODAP].
o payload_hash REQUIRED: hash of the current message payload
Optional log entry fields are:
o logging_profile: contains the profile regarding the logging
procedure. If not present, a local store for the logs is assumed.
o source_gateway_uid: the uid of the source gateway involved in a
transfer
o recipient_gateway_uid : the uid of the recipient gateway involved
in a transfer
o message_signature: Gateway EDCSA signature over the log entry
o last_entry_hash: Hash of previous log entry
o access_control_profile: the profile regarding the confidentiality
of the log entries being stored
Example of a log entry created by G1, corresponding to locking an
asset (phase 2.3 of the ODAP protocol) :
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{
"sessionId": "4eb424c8-aead-4e9e-a321-a160ac3909ac",
"seqNumber": 6,
"phaseId": "lock",
"sourceGatewayId": "5.47.165.186",
"sourceDltId": "Hyperledger-Fabric-JusticeChain",
"targetGatewayId": "192.47.113.116",
"targetDltId": "Ethereum",
"timestamp": "1606157330",
"payload": {
"messageType": "2pc-log",
"message": "LOCK_ASSET",
"votes": "none"
},
"payloadHash": "80BCF1C7421E98B097264D1C6F1A514576D6C9F4EF04955FA3AEF1C0664B34E3",
"logEntryHash": "[...]"
}
Figure 9
Example of a log entry created by G2, acknowledging G1 locking an
asset (phase 2.4 of the ODAP protocol) :
{
"sessionId": "4eb424c8-aead-4e9e-a321-a160ac3909ac",
"seqNumber": 7,
"phaseId": "lock",
"sourceGatewayId": "5.47.165.186",
"sourceDltId": "Hyperledger-Fabric-JusticeChain",
"targetGatewayId": "192.47.113.116",
"targetDltId": "Ethereum",
"timestamp": "1606157333",
"payload": {
"messageType": "2pc-log",
"message": "LOCK_ASSET_ACK",
"votes": "none"
}
,
"payloadHash": "84DA7C54F12CE74680778C22DAE37AEBD60461F76D381D3CD855B0713BB98D1",
"logEntryHash": "[...]"
}
Figure 10
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6. Security Considerations
We assume a trusted, secure communication channel between gateways
(i.e., messages cannot be spoofed and/or altered by an adversary)
using TLS 1.3 or higher. Clients support ?acceptable? credential
schemes such as OAuth2.0.
The present protocol is crash fault-tolerant, meaning that it handles
gateways that crash for several reasons (e.g., power outage). The
present protocol does not support Byzantine faults, where gateways
can behave arbitrarily (including being malicious). This implies
that both gateways are considered trusted. We assume logs are not
tampered with or lost.
Log entries need integrity, availability, and confidentiality
guarantees, as they are an attractive point of attack [BVC19]. Every
log entry contains a hash of its payload for guaranteeing integrity.
If extra guarantees are needed (e.g., non-repudiation), a log entry
might be signed by its creator. Availability is guaranteed by the
usage of the log storage API that connects a gateway to a dependable
storage (local, external, or DLT-based). Each underlying storage
provides different guarantees. Access control can be enforced via
the access control profile that each log can have associated with,
i.e., the profile can be resolved, indicating who can access the log
entry in which condition. Access control profiles can be implemented
with access control lists for simple authorization. The
authentication of the entities accessing the logs is done at the Log
Storage API level (e.g., username+password authentication in local
storage vs. blockchain-based access control in a DLT).
For extra guarantees, the nodes running the log storage API (or the
gateway nodes themselves) can be protected by hardening technologies
such as Intel SGX [CD16].
7. References
7.1. Normative References
[ODAP] Hargreaves, M. and T. Hardjono, "Open Digital Asset
Protocol, October 2020, IETF, draft-hargreaves-odap-00.",
October 2020,
<https://datatracker.ietf.org/doc/draft-hargreaves-odap/>.
[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>.
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[TLS] Rescorla, E., "The Transport Layer Security (TLS) Protocol
Version 1.3?, RFC 8446.", 2018,
<https://tools.ietf.org/rfc/rfc8446>.
7.2. Informative References
[AD76] Alsberg, P. and D. Day, "A principle for resilient sharing
of distributed resources. In Proc. of the 2nd Int. Conf.
on Software Engineering", 1976, <978-0-201-10715-9>.
[BHG87] Bernstein, P., Hadzilacos, V., and N. Goodman,
"Concurrency Control and Recovery in Database Systems,
Chapter 7. Addison Wesley Publishing Company", 1987,
<https://doi.org/10.3389/fbloc.2019.00024>.
[BVC19] Belchior, R., Vasconcelos, A., and M. Correia, "Towards
Secure, Decentralized, and Automatic Audits with
Blockchain. European Conference on Information Systems",
2019, <https://aisel.aisnet.org/ecis2020_rp/68/>.
[Clar88] Clark, D., "The Design Philosophy of the DARPA Internet
Protocols, ACM Computer Communication Review, Proc SIGCOMM
88, vol. 18, no. 4, pp. 106-114", August 1988.
[HS2019] Hardjono, T. and N. Smith, "Decentralized Trusted
Computing Base for Blockchain Infrastructure Security,
Frontiers Journal, Special Issue on Blockchain Technology,
Vol. 2, No. 24", December 2019,
<https://doi.org/10.3389/fbloc.2019.00024>.
[OIDC] Sakimura, N., Bradley, J., Jones, M., de Medeiros, B., and
C. Mortimore, "OpenID Connect Core 1.0", 2014,
<http://openid.net/specs/openid-connect-core-1_0.html>.
[SRC84] Saltzer, J., Reed, D., and D. Clark, "End-to-End Arguments
in System Design, ACM Transactions on Computer Systems,
vol. 2, no. 4, pp. 277-288", November 1984.
Authors' Addresses
Rafael Belchior
INESC-ID, Instituto Superior Tecnico
Email: rafael.belchior@tecnico.ulisboa.pt
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Miguel Correia
INESC-ID, Instituto Superior Tecnico
Email: miguel.p.correia@tecnico.ulisboa.pt
Thomas Hardjono
MIT
Email: hardjono@mit.edu
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