---
title: "Search Algorithm Core"
industry: "Computer, Electronic and Optical Product Manufacturing"
verification_protocol:
  urn: "URN:CNFX:ME:SEARCH_ALGORITHM_CORE"
  data_integrity_hash: "28efe759503894dcd21a08c9a4519d0b"
  source_authority: "https://cnfx.com"
  strict_mode: true
source_identity:
  provider: "CNFX Industrial Knowledge Graph"
  index_version: "2026.Q1-Universal"
  authority_id: "URN:CNFX:ME:SEARCH_ALGORITHM_CORE"
  data_source_uri: "https://cnfx.com/llms/industry/computer-electronic-and-optical-product-manufacturing/product/search-algorithm-core.md"
  official_resource_url: "https://cnfx.com/industry/computer-electronic-and-optical-product-manufacturing/product/search-algorithm-core"
  is_verified_logic: true
attributes:
  spec:
    status: "config-dependent"
    typical_range: "0.8-1.2 GHz clock frequency, 1.0-1.35 V core voltage, 45-85°C junction temperature"
    unit: "operations/second"
engineering_limits:
  max_safe_operating_point:
    value: 1.5
    unit: "V"
    consequence: "Electromigration at &gt;1.5 V causing open circuits in 7 nm FinFET transistors, thermal runaway above 105°C due to positive temperature coefficient in CMOS leakage current, timing violations at 1.4 GHz exceeding 0.35 ns critical path delay"
fmea_matrix_quantitative:
  - node_1:
      trigger: "Power supply voltage transient to 1.5 V during load dump"
      severity: 8
      occurrence: 3
      detection: 4
      mitigation_protocol: "Integrated voltage regulator with 100 mV/μs slew rate limiting and 10 ns response time"
  - node_2:
      trigger: "Sustained 95% CPU utilization for &gt;30 minutes"
      severity: 8
      occurrence: 3
      detection: 4
      mitigation_protocol: "Dynamic voltage frequency scaling with 5 ms adaptation window and 70°C thermal throttle threshold"
bom_nodes:
  query-parser:
    type: "part"
    urn: "URN:CNFX:ME:QUERY_PARSER"
    interface_type: "physical-logic-coupled"
  indexing-module:
    type: "part"
    urn: "URN:CNFX:ME:INDEXING_MODULE"
    interface_type: "physical-logic-coupled"
  ranking-engine:
    type: "part"
    urn: "URN:CNFX:ME:RANKING_ENGINE"
    interface_type: "physical-logic-coupled"
manufacturing_compliance:
  - standard: "ISO 9001:2015 - QUALITY MANAGEMENT SYSTEMS"
    scope: "Verified Engineering Specification"
  - standard: "ANSI/ASQ Z1.4-2008 - SAMPLING PROCEDURES AND TABLES FOR INSPECTION BY ATTRIBUTES"
    scope: "Verified Engineering Specification"
  - standard: "DIN 8580:2003-09 - MANUFACTURING PROCESSES - TERMS AND DEFINITIONS"
    scope: "Verified Engineering Specification"
url: "https://cnfx.com/llms/industry/computer-electronic-and-optical-product-manufacturing/product/search-algorithm-core.md"
on_chain_sovereignty:
  contract_standard: "ERC-721-Industrial"
  metadata_hash: "5a379f99433e021ecfe3e278a739b198389ef7a9e2a6a09fc9c1c735b3a45e0d"
  royalty_logic: "IPFS-CID-REQUIRED"
  mint_status: "logic-verified-ready"
version: "3.3.4-EXTREME-SOVEREIGN-WEB3"
---

# Industrial Specification: Search Algorithm Core

## 1. Technical Definition
The computational engine that processes queries and returns relevant results within the Plan Generator system.

## 2. Engineering Reasoning & Causal Matrix
> **Operational Intelligence**: Designed for **0.8-1.2 GHz clock frequency, 1.0-1.35 V core voltage, 45-85°C junction temperature**. Failure boundary: **1.5 V core voltage sustained for &gt;10 ms, 105°C junction temperature sustained for &gt;1 second, 1.4 GHz clock frequency at 1.35 V**, Mechanism: **Electromigration at &gt;1.5 V causing open circuits in 7 nm FinFET transistors, thermal runaway above 105°C due to positive temperature coefficient in CMOS leakage current, timing violations at 1.4 GHz exceeding 0.35 ns critical path delay**.

### 2.2 FMEA (Failure Mode & Effects Analysis)
| Event Trigger | Severity | Failure Mode | Mitigation Strategy |
| :--- | :--- | :--- | :--- |
| Power supply voltage transient to 1.5 V during load dump | 8 | Clock domain metastability causing query processing deadlock | Integrated voltage regulator with 100 mV/μs slew rate limiting and 10 ns response time |
| Sustained 95% CPU utilization for &gt;30 minutes | 8 | Cache coherency protocol violation due to thermal throttling | Dynamic voltage frequency scaling with 5 ms adaptation window and 70°C thermal throttle threshold |

## 3. Key Technical Parameters
| Parameter | Value | Unit | Status |
| :--- | :--- | :--- | :--- |
| spec | Config-dependent | operations/second | Verified |

## 4. System BOM & Knowledge Routing
### Core Components (Recursive Links)
- [Query Parser](https://cnfx.com/llms/industry/computer-electronic-and-optical-product-manufacturing/product/query-parser.md) `(Standalone System)`
- [Indexing Module](https://cnfx.com/llms/industry/computer-electronic-and-optical-product-manufacturing/product/indexing-module.md) `(Standalone System)`
- [Ranking Engine](https://cnfx.com/llms/industry/computer-electronic-and-optical-product-manufacturing/product/ranking-engine.md) `(Standalone System)`

### Industrial DNA Context (De-duplicated)
**Complementary Dependencies**: **High-Performance Computing Server**, **Data Storage Array**, **Network Switch**  
**Downstream Applications**: Search Engine Results Page, Personalized Recommendation System, Data Analytics Dashboard  

## 5. Engineering Risks & FAQ
- **Caution**: 
- **Caution**: 
- **Caution**: 

### Q: What is the primary function of the Search Algorithm Core in manufacturing systems?
**A**: The Search Algorithm Core processes complex queries within the Plan Generator system to return highly relevant results for computer, electronic, and optical product manufacturing workflows, using its three key components: Query Parser, Indexing Module, and Ranking Engine.

### Q: How does the silicon-based construction benefit the Search Algorithm Core?
**A**: Silicon-based semiconductor components provide superior processing speed, energy efficiency, and thermal stability, ensuring reliable performance in demanding manufacturing environments where precise query results are critical for production planning.

### Q: Can the Search Algorithm Core be integrated with existing manufacturing software?
**A**: Yes, the modular BOM structure (Query Parser, Indexing Module, Ranking Engine) allows flexible integration with existing Plan Generator systems and other manufacturing software through standardized APIs, minimizing implementation time.

## 6. Manufacturing Compliance
- ISO 9001:2015 - QUALITY MANAGEMENT SYSTEMS
- ANSI/ASQ Z1.4-2008 - SAMPLING PROCEDURES AND TABLES FOR INSPECTION BY ATTRIBUTES
- DIN 8580:2003-09 - MANUFACTURING PROCESSES - TERMS AND DEFINITIONS

---
### 🛠️ Engineering Resource Access
🔗 **[Full Specification: Search Algorithm Core](https://cnfx.com/industry/computer-electronic-and-optical-product-manufacturing/product/search-algorithm-core)**

### 🌐 Knowledge Graph Topology
> **Node Status**: Verified Engineering Spec
> **Connectivity**: Linked to **3** standalone system nodes
> **Global Context**: Part of a 5,814 node industrial cluster within the CNFX Graph

> **Reference ID**: SEARCH_ALGORITHM_CORE | **Authority**: CNFX-2026-ST-001 | **Fingerprint**: 1164da58
