Netflix-Skunkworks/service-capacity-modeling
Feb 2025 – Feb 2025
1 Month active
Languages Used
Python
Technical Skills
Backend DevelopmentCapacity PlanningCloud ComputingData ModelingRefactoringSystem Design
sdabdoub
PROFILE
Sdabdoub
Worked on a comprehensive overhaul of the Capacity Planner in the Netflix-Skunkworks/service-capacity-modeling repository, focusing on enhancing the accuracy and flexibility of capacity planning. Leveraged Python and backend development skills to integrate real-time cluster utilization into capacity_desires, enabling more data-driven decisions. The approach involved removing network and CPU-specific filtering, allowing the model to dynamically determine resource requirements. Calculation steps were refactored to ensure instance data availability before per-instance computations, and a disk utilization metric was added for more holistic modeling. This work improved system design and data modeling, reducing hard-coded constraints and supporting more adaptable cloud capacity planning workflows.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
5Total
Bugs
0
Commits
5
Features
1
Lines of code
311
Activity Months1
Your Network
130 peopleSame Organization
@netflix.com103
Shared Repositories
27
argha-cMember
agali-09Member
Akashdeep GoelMember
Ammar KhakuMember
Alex McKeeMember
ayushisingh29Member
ayushisMember
ChengMember
cole perezMember
Work History
February 2025
5 Commits • 1 Features
Feb 1, 2025February 2025: Delivered a major overhaul of the Capacity Planner in Netflix-Skunkworks/service-capacity-modeling. Consolidated five commits into a cohesive upgrade that integrates current cluster utilization into capacity_desires, removes network filtering, reorders calculation steps to ensure data availability before per-instance calculations, removes CPU-specific filtering so the model determines CPU requirements, and adds a disk utilization metric for more holistic capacity modeling. No major bugs fixed this month; changes improve planning accuracy, reduce hard-coded behavior, and enable data-driven decisions across clusters.
5 Commits • 1 Features
Feb 1, 2025February 2025: Delivered a major overhaul of the Capacity Planner in Netflix-Skunkworks/service-capacity-modeling. Consolidated five commits into a cohesive upgrade that integrates current cluster utilization into capacity_desires, removes network filtering, reorders calculation steps to ensure data availability before per-instance calculations, removes CPU-specific filtering so the model determines CPU requirements, and adds a disk utilization metric for more holistic capacity modeling. No major bugs fixed this month; changes improve planning accuracy, reduce hard-coded behavior, and enable data-driven decisions across clusters.
February 2025
Activity
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Quality Metrics
Correctness88.0%
Maintainability88.0%
Architecture84.0%
Performance76.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Backend DevelopmentCapacity PlanningCloud ComputingData ModelingRefactoringSystem Design
Repositories Contributed To
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