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Return Journey: From Backend to Client in Google Cloud

This post is the companion to the inbound journey (client → backend). While the forward path focuses on request security and routing, the return emphasizes response optimization, caching, and identity preservation — with most action still at the edge.

The return path mirrors the forward journey, but now the response is making its way out of Google Cloud toward the client. Each milestone plays a specific role in ensuring the response is secure, optimized, and delivered efficiently — just like an aircraft preparing for departure, navigating airspace, and landing at its destination.

TL;DR: 

1. Backend → Service Mesh → API Gateway/Layer (Optional) + Identity Layer (Optional)

The response is created, validated, transformed, and cleared for departure

(aircraft at gate → ground crew → departure checkpoint → identity clearance desk).

2. Premium Backbone

The response travels across Google’s private, optimized global network

(private high‑speed air corridor).

3. Load Balancer Edge → GFE → GFE PoP (Outbound Control Tower → Routing Tower → International Terminal)

Security, identity, caching, routing, and edge optimizations are applied before exiting Google’s network

(outbound control tower → routing tower → international terminal).

4. DNS → Client

DNS guides the response to the correct endpoint, where it finally arrives

(arrival navigation → flight lands at destination)


Glossary: Return Journey: From Backend to Client in Google Cloud

1. Backend — Aircraft at the Gate

Where the response is created, finalized, and prepared for departure.

2. Service Mesh / Ingress — Ground Crew Coordination Zone

Ensures safety, policies, routing, and mTLS before the response can move.

3. API Gateway / API Layer (Optional) — Departure Checkpoint

Validates, transforms, and inspects the response before it leaves the terminal area.

3.1 Identity Layer (Optional) — Identity Clearance Desk

Verifies identity context, refreshes tokens, and ensures no sensitive identity data leaves the secure zone.

4. Premium Backbone — Private High‑Speed Air Corridor

A dedicated, congestion‑free global route carrying the response toward the edge.

5. Load Balancer Edge (LB Edge) — Outbound Control Tower

The main outbound inspection and optimization zone, consisting of:

- 5.1 Data Plane — Connection & TLS Handling

- 5.2 Cloud Armor — Outbound Security Screening

- 5.3 Cloud Armor Policy — Rule Enforcement Desk

- 5.4 IAP — Identity Enforcement Gate

- 5.5 CDN (Optional) — Caching & Storage Bay

- 5.6 LB Logic — Edge Selection & Optimization Console

6. Google Front End (GFE) — Routing Tower

Applies routing, shaping, and edge‑level optimizations before global departure.

7. GFE PoP — International Departure Terminal

The final Google‑controlled location where the response exits into global airspace.

8. DNS (Client Resolver) — Arrival Navigation System

Guides the response to the correct client endpoint, ensuring accurate landing.

9. Client — Final Destination

The response arrives at the user’s device — the “flight lands.”


Traffic Flow: 

1. Backend → 2. Service Mesh / Ingress → 3. API Gateway/Layer (Optional) →  3.1 Identity Layer (Optional, Backend-Level Auth) → 4. Premium Backbone → 5. Load Balancer Edge (LB Edge) →  5.1 Cloud Load Balancer (HTTP/S) Data Plane →  5.2 Cloud Armor (WAF) →  5.3 Cloud Armor (WAF) Policy →  5.4 Identity‑Aware Proxy (IAP) →  5.5 Cloud CDN (Optional) →  5.6 Cloud Load Balancer (HTTP/S) Logic → 6. Google Front End (GFE) — The Outbound Control Tower → 7. Google Front End (GFE) PoP (Points of Presence) → 8. DNS (Cloud DNS / Client Resolver) → 9. Client


Traffic Flow Explained: From Backend to Client in Google Cloud

Note: The return path uses the same infrastructure in reverse — no separate outbound backbone.

1. Backend — Where the Response Begins (Aircraft at the Gate)

│   The return journey starts at the backend — the system that processed the original request and is now preparing the response.

│   In the airport analogy, this is the aircraft parked at the gate, getting ready for departure.

│   Just like a plane goes through ground crew operations before pushback, the backend performs essential tasks:

│   - Finalizing the response payload

│   - Applying service‑level policies

│   - Ensuring routing and security controls are in place

│   - Handing off to the Service Mesh or API Gateway

│   Everything is checked, validated, and prepared — ensuring the “flight” is safe, compliant, and ready to begin its outbound journey.

└── 2. Service Mesh / Ingress — The Ground Crew Coordination Zone

    │   If the backend is the aircraft at the gate, the Service Mesh is the team of ground crew coordinating everything before pushback.

    │   The response enters the mesh, which:

    │   - Applies mTLS for secure service‑to‑service communication

    │   - Enforces mesh‑level policies

    │   - Performs retries, routing, and telemetry

    │   - Hands off to the API layer if present

    │   Just like ground crew ensures the aircraft is safe and cleared for movement, the service mesh ensures the response is compliant and ready to leave the “terminal area” of your internal services.

    │

    └── 3. API Gateway / API Layer (Optional) — The Departure Checkpoint

        │   If your architecture includes an API Gateway, this is the departure checkpoint before the aircraft reaches the runway.

        │   Here, the response passes through:

        │   - Authentication and authorization checks

        │   - Request/response transformations

        │   - Enforces quotas or rate limits

        │   - Adds logging and monitoring hooks

        │   This checkpoint ensures the response is valid, secure, and properly formatted before entering Google’s high‑speed network.

        │

        └── 3.1 Identity Layer (Optional, Backend‑Level Auth) — The Identity Clearance Desk

            │   If backend‑level identity enforcement is used (JWTs, service accounts, OAuth tokens, signed headers), this layer participates in the return path as well.

            │   It handles:

            │   - Identity Context Preservation: Keeps the response tied to the correct authenticated session and propagates necessary identity claims.

            │   - Token Handling: Refreshes or rotates tokens, adds required identity headers, and prevents sensitive artifacts from leaking.

            │   - Authorization Re‑Validation: Confirms the user is still authorized and applies ABAC/RBAC or conditional access rules.

            │   - Security Hardening: Strips internal identity headers and backend‑only claims to ensure no privileged tokens escape the trust boundary.

            │   This layer acts as the identity clearance desk, ensuring the response remains secure and aligned with the user’s authenticated context.

            │

            └── 4. Premium Backbone — The Private High‑Speed Air Corridor

                │   Once cleared, the response enters Google’s Premium Backbone — your private, optimized air corridor.

                │   Here it:

                │   - Travels across Google’s high‑speed backbone

                │   - Avoids public internet congestion

                │   - Maintains low latency and predictable performance

                │   - Moves toward the nearest Google Front End (GFE)

                │   This is the private air corridor carrying the response toward the edge, entirely within Google’s controlled environment.

                │

                └── 5. Load Balancer Edge (LB Edge)

                    │   (Cloud Load Balancer Data Plane → Cloud Armor → Cloud Armor Policy → IAP → Cloud CDN → LB Logic)

                    │   The response reaches the LB Edge, where multiple components participate in the outbound path.

                    │

                    ├── 5.1 Cloud Load Balancer (HTTP/S) Data Plane

                    │       - Connection termination

                    │       - TLS handling

                    │       - Routing logic for the response

                    │       - Session affinity (if configured)

                    │

                    ├── 5.2 Cloud Armor (WAF) — Outbound Security

                    │       - Enforces egress‑related rules

                    │       -- Outbound, it can apply egress policies only in specific configs (e.g., via VPC Service Controls or custom rules). -- In standard HTTP(S) LB, outbound Armor is limited to response header checks or basic allow/deny.

                    │       - Validates that the response is allowed

                    │       - Applies outbound security policies

                    │       Note:

                    │       -- GCP docs emphasize Cloud Armor as primarily request-side; outbound is more about response headers via LB config or backend-side logic.

                    │       -- Outbound Cloud Armor applies limited rules (e.g., header-based) — most egress filtering happens via VPC Service Controls (VPC-SC) or backend code.

                    │

                    ├── 5.3 Cloud Armor (WAF) Policy — Rule Enforcement

                    │       - Blocks or allows based on rules

                    │       - Enforces rate limits

                    │       - Applies custom logic

                    │

                    ├── 5.4 Identity‑Aware Proxy (IAP) — Identity Enforcement

                    │       - Ensures the response is tied to an authenticated session

                    │       - Preserves identity context

                    │       - Enforces access rules for the outbound flow

                    │       Note:

                    │       -- IAP primarily enforces inbound auth.

                    │       -- IAP outbound preserves identity headers for backend-to-client continuity (e.g., user info), but no re-challenge occurs.

                    │

                    ├── 5.5 Cloud CDN (Optional) — Caching Decisions

                    │       - Determines whether the response can be cached

                    │       -- CDN caching decisions are made at GFE/LB Edge based on Cache-Control headers from backend + CDN config.

                    │       - Serves cached content when appropriate

                    │       - Stores the response for future requests

                    │

                    └── 5.6 Cloud Load Balancer (HTTP/S) Logic — Edge Selection & Optimizations

                            - Selects the appropriate edge location

                            - Routes the response to the client

                            - Applies compression and other optimizations

                            This entire LB Edge stage is the outbound control tower, ensuring the response is safe, authorized, and optimized.

                            ↓

6. Google Front End (GFE) — The Outbound Control Tower

│   The GFE is your outbound air traffic control tower.

│   It performs:

│   - Global routing

│   - Traffic shaping

│   - Edge‑level optimizations

│   - TLS termination (if applicable)

│   This is the final decision point inside Google’s airport — ensuring the response is routed efficiently toward the client.

└── 7. Google Front End (GFE) PoP — The International Departure Terminal

    │   The response now reaches the GFE Point of Presence, the equivalent of the international departure terminal.

    │   The outbound path uses the same GFE PoP as the inbound request (anycast routing ensures symmetry for performance and session affinity).

    │   Here:

    │   - The response exits Google’s internal network

    │   - It’s handed off to the closest edge location near the client

    │   - Global routing takes over

    │   This is the moment the aircraft leaves the airport and enters global airspace.

    │

    └── 8. DNS (Cloud DNS / Client Resolver) — The Arrival Navigation System

        │   On the client side, DNS acts like the arrival airport’s navigation system, guiding the response to the correct destination.

        │   DNS:

        │   - Ensures the client’s resolver knows where to receive the response

        │   - Routes the response to the correct endpoint

        │   - Maintains the mapping between domain and edge location

        │   It ensures the “flight” lands exactly where it needs to — the client’s device.

        │

        └── 9. Client — Final Destination

            The response finally reaches the client:

            - Browser, mobile app, API consumer, etc.

            - The “flight lands” at its final destination

            - The round trip is complete


Key Differences Inbound vs Outbound" that actually change behavior and performance in Google Cloud: 

  1. CDN is read on inbound, written on outbound
  2. Cloud Armor is full on inbound, limited on outbound
  3. IAP authenticates inbound, preserves identity outbound
  4. GFE applies response compression outbound
  5. API Gateway transforms requests inbound, responses outbound


AIRPORT ANALOGY AND GOOGLE CLOUD COMPONENT: 

AIRPORT ANALOGY

GOOGLE CLOUD COMPONENT

1. Aircraft at gate 

(response prepared)

1. Backend 

(response created & finalized)

2. Ground crew 

(safety, policies, routing)

2. Service Mesh / Ingress

(mTLS, retries, routing, telemetry)

3. Departure checkpoint

(auth, transforms, quotas)

3. API Gateway / API Layer (Optional)

(authN/Z, transforms, quotas, logging)

3.1 Identity clearance desk 

(tokens, claims, authorization)

3.1 Identity Layer (Optional)

(identity context, token handling, re‑auth checks)

4. Private air corridor

(fast, congestion‑free path)

4. Premium Backbone

(Google’s private global network)

5. Outbound control tower

5.1 Airline staff handling routing/TLS

5.2 Security screening

5.3 Rule enforcement desk

5.4 Identity gate

5.5 Caching bay

5.6 Routing console

5. Load Balancer Edge (LB Edge)

5.1 Cloud Load Balancer Data Plane

5.2 Cloud Armor (WAF)

5.3 Cloud Armor Policy

5.4 Identity‑Aware Proxy (IAP)

5.5 Cloud CDN (Optional)

5.6 LB Logic (edge selection & optimizations)

6. Routing tower

(final shaping before departure)

6. Google Front End (GFE)

(routing, shaping, edge optimizations)

7. International terminal

(exit Google network)

7. GFE PoP (Points of Presence)

(nearest edge location)

8. Arrival navigation

(guides response to destination)

8. DNS (Cloud DNS / Client Resolver)

(client resolver routing)

9. Passenger destination

(response lands)

9. Client

(browser, mobile app, API consumer)


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