StreamScale - Cut Costs by 60%, Handle More Traffic.
CASE STUDY/CLOUD & INFRASTRUCTURE

Cut Costs by 60%, Handle More Traffic.

A serverless cloud architecture for a high-traffic media platform that replaced expensive always-on infrastructure with event-driven services, faster deployment cycles, and elastic scale during traffic spikes.

DISCOVER THE FULL STORY
IndustryCloud & Infrastructure
Primary Result60% Cost Reduction
Key Focusserverless architecture • cloud cost reduction • event driven architecture
STREAMSCALE

The business problem and the software solution.

THE BUSINESS CHALLENGE

A digital media company was spending nearly $200K every month on infrastructure sized for peak demand, even though most workloads sat idle. Major campaigns and breaking-news surges created unpredictable load, while the existing VM-based stack made deployments slow, risky, and expensive to maintain. The business needed a more efficient cloud architecture that could scale instantly without keeping large amounts of idle capacity online.

THE SOLUTION WE DELIVERED

We redesigned the platform around serverless functions, event queues, managed databases, and CDN-backed delivery. Core media processing workloads were decomposed into event-driven services, while scheduled jobs and image pipelines were moved to managed cloud runtimes. We also rebuilt deployment workflows, observability, and cost monitoring so the client could release faster and understand usage at a service level instead of guessing from broad infrastructure bills.

DELIVERY APPROACH

How the project was planned, built, and launched.

01
Analysis

Cost & Traffic Audit

Mapped six months of traffic patterns, idle compute, deployment bottlenecks, and background job usage.

02
Design

Event-Driven Architecture

Redesigned the platform around serverless functions, queues, managed storage, and burst-ready APIs.

03
Migration

Service-by-Service Rollout

Migrated 23 backend services in controlled phases without interrupting publisher workflows.

04
Optimization

Cost Tuning

Fine-tuned memory allocation, concurrency, caching, and cold-start behavior for predictable operating costs.

WHAT WAS DELIVERED

Core capabilities delivered for the client.

KEY
FEATURES
01

Pay Only for What You Use

Compute runs only when events arrive, eliminating the cost of idle application servers.

02

Automatically Scales

The platform expands from routine daily traffic to major campaign surges without manual intervention.

03

Faster Releases

Smaller services and automated pipelines reduced release risk and sped up operational changes.

04

Built for Peak Moments

Traffic bursts, scheduled publishing spikes, and media processing jobs are absorbed without service degradation.

"
Our infrastructure bill went from $200K per month to $80K without sacrificing performance or release speed.
CTODigital Media Company
BUSINESS IMPACT

What the client achieved after launch.

60%Cost Reduction
0Always-On Servers Needed
50xPeak Traffic Handled

Monthly infrastructure costs dropped by 60%, deployment time fell sharply, and the platform handled major traffic spikes without keeping idle servers online.

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