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أمين أبوزيد
ARC-021

معمارية التكلفة

  • 7 درس
  • 3.5 ساعة تدريب (تقدير)
في هذه الصفحة 9 موضوعات

نص الدروس والتمارين باللغة الإنجليزية، بينما تبقى واجهة الموقع وعناوين الدروس بالعربية.

نظرة عامة

الموضوعات

  • تحديد الأحجام
  • افتراضات التسعير
  • الميزانيات
  • ضوابط التكلفة

تعلّم أولًا

3.5 ساعة تدريب (تقدير)

مخرجات التعلم

  1. Size a solution and build a cost model from explicit pricing assumptions.
  2. Estimate cost per business transaction (cost per order) and its sensitivity to volume.
  3. Set budgets, alerts, and cost controls.
  4. Present cost estimates with ranges and confidence levels.

الدروس

  1. 01التكلفة كمُدخل في التصميم
  2. 02تحديد الأحجام وافتراضات التسعير
  3. 03بناء نموذج للتكلفة
  4. 04تكلفة الوحدة وتحليل الحساسية
  5. 05الميزانيات والضوابط
  6. 06عرض عملي: نموذج تكلفة Larkspur السحابي، بندًا بندًا
  7. 07عرض عملي: ماذا تفعل التكلفة في موسم الذروة وعند نمو 3×

المختبر والتمارين

Lab

ARC-021-LAB1 · Larkspur cost model

Outcomes: 1–4 · Time: ~3.5 h (use current provider prices; verify before recording)

  1. Write the sizing and pricing assumptions with source and confidence.
  2. Build monthly cost by component for a normal month and a peak month, including data transfer, logging, non-prod, and DR.
  3. Compute cost per order and its sensitivity to growth (for example 2× and 3× orders).
  4. Define budgets, alerts, and cost controls.
  5. Present low, expected, and high figures.

Acceptance: every figure traceable to an assumption; range given, not a single number.

Exercises (case-based; six exercises)

IDOutcomeTask
ARC-021-EX011Size the platform from these drivers: 600,000 orders per month, 10 times peak load at holidays, 2 TB of media. List the resource estimates and assumptions.
ARC-021-EX021A model lists compute and database only. Add the missing cost lines.
ARC-021-EX032Total monthly cost is 40,000 for 600,000 orders. Compute cost per order and the effect of 3× orders if 70 percent of cost is fixed.
ARC-021-EX042Identify two cost steps (cliffs) in a cloud design and how to model them.
ARC-021-EX053Define budgets and alerts for prod, non-prod, and sandbox accounts.
ARC-021-EX064Rewrite "the platform will cost 38,000 a month" as a proper estimate for a finance partner.
أظهر الحلول
  • EX01 Convert to orders per second at peak, application capacity, database size and I/O, storage with growth, CDN transfer; state each assumption with its confidence; peak sized with autoscaling.
  • EX02 Data transfer, NAT and load balancers, logging and metrics, backups and snapshots, DR copy, non-prod environments, security services, support plan, third-party SaaS.
  • EX03 Cost per order is 40,000 / 600,000 = about 0.067. At 3×: fixed 28,000 plus variable 12,000 × 3 = 36,000, total 64,000 over 1.8 million orders = about 0.036; cost per order falls, unless a step cost appears.
  • EX04 Database instance size tier and extra cache nodes or zones; model them as thresholds and add the step at the volume where they trigger.
  • EX05 Prod: budget with 50/80/100 percent and forecast alerts and anomaly detection; non-prod: lower budget plus auto-shutdown out of hours; sandbox: hard cap and expiry; each with an owner.
  • EX06 "Expected 38,000 per month, range 30,000 to 52,000 (peak months to 70,000), medium confidence; main drivers: order volume, data transfer, database tier; assumptions listed, price list dated".

Workplace evidence: a cost estimate you produced that was later compared with actuals.

Outcome coverage: all outcomes covered by exercises and the lab.

الاختبار

Outcomes: O1 sizing and cost model · O2 unit cost and sensitivity · O3 budgets and controls · O4 presenting estimates.

اختبار ذاتي لك: لا توجد درجات، ولا يُحفظ أو يُرسل أي شيء. اختر إجابة ثم تحقق منها، ويمكنك المحاولة مرة أخرى كما تشاء.

  1. 1A cost model should start from:O1
  2. 2Which items are commonly forgotten?O1
  3. 3Why model normal and peak months separately?O1
  4. 4Cost per order is:O2
  5. 5If most cost is fixed, growth in orders usually:O2
  6. 6A cost step (cliff) might come from:O2
  7. 7Budget alerts are best set:O3
  8. 8Commitment discounts should be bought:O3
  9. 9Which is the better way to present an estimate?O4
  10. 10Marking confidence per assumption helps reviewers to:O4

الجزء العملي

Cost model review with a role-played finance partner using ARC-021-LAB1 plus exercises ARC-021-EX01 to EX06. Pass: quiz at least 8/10, at least five of six exercises correct, every figure traceable to an assumption, and a range given.

أخطاء شائعة

Forgetting data transfer and logging; estimates without peak months.

التقييم

Cost model review with a role-played finance partner.

دليل من بيئة العمل

A cost estimate you produced that was later compared with actuals.

الصلة بالمسار الوظيفي

Financial analysis (ARC-039).

اكتب للبحث في المستويات والمراحل والوحدات والدروس.