Editing Temporal Layer

Here's a highly detailed MediaWiki page on the '''TemporalLayer''' structure in Seigr's ecosystem. This page focuses on the technical aspects, functionality, and integration of the '''TemporalLayer''' within Seigr’s .seigr file structure.

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= TemporalLayer in Seigr Ecosystem =

The '''TemporalLayer''' structure in Seigr’s ecosystem serves as a foundational element for tracking and managing the state of a .seigr file over time. Each TemporalLayer acts as a snapshot of a .seigr capsule, providing an immutable, time-stamped record of its metadata, segment data, and structural evolution. By incorporating TemporalLayer within each .seigr capsule, Seigr enables flexible rollback, historical integrity, and time-based adaptive replication.

== Overview ==

In the Seigr protocol, a '''TemporalLayer''' encapsulates a historical snapshot of a .seigr capsule at a specific point in time. TemporalLayers are used to:
* '''Record the State''': Each TemporalLayer stores the precise state of a capsule’s data and metadata at a given timestamp.
* '''Enable Rollback''': Capsules can revert to a previous TemporalLayer if a rollback is needed due to data corruption, security breaches, or other issues.
* '''Facilitate Adaptive Replication''': TemporalLayers allow Seigr’s [[Special:MyLanguage/Adaptive Replication|Adaptive Replication]] system to prioritize time-sensitive data for replication.
* '''Ensure Data Integrity''': By retaining time-stamped hashes, TemporalLayers enable integrity verification across a capsule’s lifecycle.

The TemporalLayer structure is a central feature of Seigr’s [[Special:MyLanguage/Temporal Layering|Temporal Layering]] architecture, providing each capsule with a robust, time-aware, and traceable data management framework.

== Structure of a TemporalLayer ==

Each TemporalLayer is defined within Seigr’s [[Special:MyLanguage/Protocol Buffers|Protocol Buffers]] schema to ensure efficient serialization, compatibility across nodes, and structured storage. The primary fields within a TemporalLayer include:

* '''timestamp''': The ISO 8601 time format specifying when the snapshot was created.
* '''layer_hash''': A unique hash value representing the state of the capsule at the time of the snapshot.
* '''segments''': An array of SegmentMetadata entries, each representing a segment's state within the TemporalLayer.

These fields provide a comprehensive view of the capsule’s structure at a given point in time, supporting Seigr’s objectives of traceability and adaptability.

=== Protocol Buffers Definition ===

The TemporalLayer structure is defined within Seigr’s Protocol Buffers schema as follows:

<pre>
message TemporalLayer {
    string timestamp = 1;
    string layer_hash = 2;
    repeated SegmentMetadata segments = 3;
}
</pre>


The TemporalLayer’s fields provide the following functionality:
* '''timestamp''': Records the exact time the snapshot was taken, facilitating both rollback operations and time-aware adaptive replication.
* '''layer_hash''': Encodes a hash of the entire layer, ensuring the integrity of the snapshot and preventing tampering.
* '''segments''': Stores the SegmentMetadata for each segment, including primary and secondary links, hashes, and coordinate indices, giving a detailed view of each segment’s state within the TemporalLayer.

== Functionality of TemporalLayer ==

TemporalLayer provides essential functions that enable capsules to adapt to evolving data demands, maintain data integrity, and recover from unexpected disruptions. The key functions are:

=== 1. State Preservation and Historical Traceability ===

Each TemporalLayer records a point-in-time state of a capsule, capturing all key metadata, hash values, and structural attributes. This makes it possible to:
* '''Trace Data Evolution''': TemporalLayers create a chronological chain, documenting how a capsule’s state changes over time.
* '''Identify Data Patterns''': By analyzing TemporalLayers, Seigr can detect data trends, usage patterns, and access frequency, aiding Adaptive Replication decisions.

=== 2. Rollback Functionality ===

TemporalLayers enable Seigr’s [[Special:MyLanguage/rollback|rollback]] mechanism, allowing a capsule to revert to its previous secure state if required. Rollback processes leverage the following aspects of a TemporalLayer:
* '''Layer Integrity''': The '''layer_hash''' within each TemporalLayer verifies the snapshot’s integrity, ensuring that only valid data is used in rollback operations.
* '''Segment-Specific Reversion''': TemporalLayers allow rollback at both the capsule and segment level, ensuring only affected portions are reverted while minimizing data disruption.

=== 3. Adaptive Replication Based on Historical Access ===

TemporalLayers support [[Special:MyLanguage/Adaptive Replication|Adaptive Replication]] by allowing frequently accessed historical layers to be prioritized for replication. Seigr’s Adaptive Replication system can identify TemporalLayers with high access rates or relevance, ensuring that critical time-stamped data is widely available across the network.

== Interaction with Other Seigr Components ==

TemporalLayer works synergistically with several other components within Seigr’s ecosystem:

=== 1. Integration with SegmentMetadata ===

Each TemporalLayer contains a set of [[Special:MyLanguage/SegmentMetadata|SegmentMetadata]] entries, detailing the metadata for each segment within the layer. This integration allows Seigr to track segment-specific changes over time, such as:
* '''Hash Evolution''': Each SegmentMetadata within a TemporalLayer holds a hash for its segment, documenting how the data has changed.
* '''Coordinate Indexing''': Spatial coordinates are recorded, supporting Seigr’s [[Special:MyLanguage/4D Coordinate Indexing|4D Coordinate Indexing]] system by organizing data segments spatially and temporally.

=== 2. Synergy with HyphaCrypt for Integrity Verification ===

TemporalLayers rely on [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]] for secure hashing of each snapshot. This ensures that each layer is tamper-resistant and its authenticity can be verified. The '''layer_hash''' in each TemporalLayer serves as a cryptographic checkpoint, allowing nodes to validate the layer’s integrity before use.

=== 3. Compatibility with Metadata Manager ===

Seigr’s [[Special:MyLanguage/Metadata Manager|Metadata Manager]] coordinates the creation, storage, and validation of TemporalLayers within a capsule’s metadata. The Metadata Manager ensures that:
* '''Temporal Layers are Versioned''': Metadata Manager updates TemporalLayer metadata to ensure compatibility across protocol versions.
* '''Layer Access is Logged''': The Metadata Manager logs access to specific TemporalLayers, enabling detailed monitoring of time-sensitive data.

== TemporalLayer Lifecycle ==

TemporalLayers follow a defined lifecycle within the Seigr protocol, covering the phases of creation, access, replication, and retirement. The lifecycle stages include:

=== 1. Creation ===

A TemporalLayer is created each time a significant change occurs in a capsule’s structure or content. This may be triggered by:
* '''Data Modification''': Changes to the capsule’s data, such as updates or segment additions.
* '''Security Events''': Threat detection or integrity validation failures that require a new secure snapshot.
* '''Replication Triggers''': High demand or access frequency that indicates the capsule’s state should be preserved for future replication.

=== 2. Access and Logging ===

When a TemporalLayer is accessed, Seigr’s [[Special:MyLanguage/Access Context|Access Context]] logs the event. Access logs provide insight into:
* '''Historical Demand''': High-access TemporalLayers are identified, enabling Seigr’s Adaptive Replication system to prioritize replication of frequently accessed layers.
* '''Integrity Monitoring''': Each access log records whether a TemporalLayer’s hash matched the expected hash, identifying potential tampering attempts.

=== 3. Replication and Self-Healing ===

TemporalLayers are key in Adaptive Replication, as high-demand or high-integrity TemporalLayers can be replicated more widely across nodes. If a TemporalLayer is found to be corrupted or missing, Seigr’s [[Special:MyLanguage/self-healing|self-healing]] mechanisms leverage other intact layers to restore the data state.

=== 4. Retirement ===

Over time, older TemporalLayers may be retired if they are no longer relevant to current data demands or if they pose storage concerns. The [[Special:MyLanguage/Metadata Manager|Metadata Manager]] periodically reviews TemporalLayers, archiving or deleting those with minimal access or historical significance.

== Data Recovery and Self-Healing with TemporalLayers ==

TemporalLayers provide a robust structure for self-healing, allowing capsules to recover quickly in the event of data corruption or loss. When a capsule is compromised:
* '''Hash Verification''': TemporalLayers use hashes to confirm data integrity and prevent corrupted states from spreading.
* '''Cross-Layer Validation''': The system compares data across TemporalLayers to identify discrepancies and recover the latest uncorrupted state.
* '''Segment-Specific Recovery''': By accessing TemporalLayer snapshots at the segment level, the recovery process can restore specific segments while retaining the capsule’s broader structure.

== Serialization of TemporalLayers ==

TemporalLayers are serialized using Seigr’s [[Special:MyLanguage/Protocol Buffers|Protocol Buffers]] framework, which enables efficient, binary storage of snapshot data across nodes. The Protocol Buffer serialization of each TemporalLayer provides:
* '''Compact Storage''': Binary serialization minimizes the storage overhead of each snapshot, conserving network resources.
* '''Cross-Language Compatibility''': Protocol Buffers ensure TemporalLayers can be interpreted by nodes regardless of underlying programming language.
* '''Efficient Transmission''': TemporalLayers can be quickly serialized and transmitted across nodes, ensuring time-sensitive snapshots are available when needed.

== Advantages of TemporalLayers ==

The inclusion of TemporalLayers within Seigr’s data protocol offers several key advantages:

* '''Time-Based Data Integrity''': TemporalLayers retain time-stamped records of each capsule’s evolution, making it possible to verify and trace changes over time.
* '''Efficient Data Management''': By archiving older states while preserving frequently accessed layers, Seigr optimizes storage and reduces redundancy.
* '''Enhanced Security''': TemporalLayers act as secure checkpoints that nodes can reference for integrity verification, supporting Seigr’s decentralized security model.

== Conclusion ==

TemporalLayers provide Seigr with a unique, time-aware structure for managing data within each .seigr capsule. By combining historical traceability, flexible rollback, and adaptive replication, TemporalLayers ensure that Seigr capsules remain resilient, secure, and adaptable to network demands. This critical structure underpins Seigr’s broader vision of a decentralized, ethical, and dynamically managed data ecosystem.

For further reading, explore:
* [[Special:MyLanguage/Temporal Layering|Temporal Layering]]
* [[Special:MyLanguage/Adaptive Replication|Adaptive Replication]]
* [[Special:MyLanguage/Seigr Metadata|Seigr Metadata]]
* [[Special:MyLanguage/4D Coordinate Indexing|4D Coordinate Indexing]]
* [[Special:MyLanguage/Access Context|Access Context]]
* [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]]
* [[Special:MyLanguage/Metadata Manager|Metadata Manager]]