Design a Distributed Cache with an Index Database
Keep a durable key index consistent with evictable cached blobs through concurrent updates, expiry, and cache-node failure.
Open practiceApple interview practice
Practice from 73 Apple-tagged public coding problems, organized only by the stage, topic, difficulty, and recency metadata FastPrep can verify. The broader public catalog also includes 20 system-design exercises, 3 low-level-design exercises.
OA practice path
Build a timed implementation rhythm from prompt to edge cases. Problems are ranked by repeated public catalog sightings.
| Company | Problem | Difficulty | Public evidence | Action |
|---|---|---|---|---|
APApple | Merge IntervalsArraySorting | Medium | 3 public reportsLast reported Mar 2021 | Practice |
APApple | Merge Two Strings by Maximum Boundary OverlapString | Medium | 2 public reportsLast reported Sep 2026 | Practice |
APApple | Collect Letters Along a Unique Grid PathMatrixSimulation | Easy | 1 public reportLast reported Aug 2025 | Practice |
APApple | Maximum Weight in Two BagsArrayDynamic Programming | Medium | 1 public reportLast reported Aug 2025 | Practice |
APApple | Ignore SectionsArraySimulation | Easy | 1 public reportLast reported Mar 2024 | Practice |
APApple | Gas Station Circular TourArrayGreedy | Medium | 1 public reportLast reported Nov 2021 | Practice |
APApple | House Robber IIArrayDynamic Programming | Medium | 1 public reportLast reported Nov 2021 | Practice |
APApple | Clone an Undirected Graph StateGraphHash Table | Medium | 1 public reportLast reported Mar 2021 | Practice |
APApple | Longest Increasing Subsequence LengthArrayBinary Search | Medium | 1 public reportLast reported Feb 2021 | Practice |
APApple | Maximum Later DifferenceArrayGreedy | Easy | 1 public reportLast reported Feb 2021 | Practice |
Phone practice path
Practice solving while explaining assumptions, tradeoffs, and complexity. Problems are ranked by repeated public catalog sightings.
41 Apple-tagged Phone Screen problems available.
| Company | Problem | Difficulty | Public evidence | Action |
|---|---|---|---|---|
APApple | Implement Hit CounterQueueDesign | Medium | 3 public reportsLast reported Oct 2026 | Practice |
APApple | Merge IntervalsArraySorting | Medium | 3 public reportsLast reported Mar 2021 | Practice |
APApple | Producer-Consumer QueueQueueDesign | Medium | 2 public reportsLast reported Oct 2026 | Practice |
APApple | LRU CacheHash TableDesign | Medium | 2 public reportsLast reported Oct 2026 | Practice |
APApple | Count Islands in a Binary GridArrayMatrix | Medium | 2 public reportsLast reported Aug 2026 | Practice |
APApple | Coin Change IIArrayDynamic Programming | Medium | 2 public reportsLast reported Aug 2025 | Practice |
APApple | Count Nodes in a ChainLinked ListTwo Pointers | Easy | 1 public reportLast reported Oct 2026 | Practice |
APApple | Maintain a Consistent-Hashing RingDesignBinary Search | Medium | 1 public reportLast reported Oct 2026 | Practice |
APApple | Run-Length DecodingStringSimulation | Easy | 1 public reportLast reported Oct 2026 | Practice |
APApple | Reusable Cyclic BarrierDesign | Medium | 1 public reportLast reported Oct 2026 | Practice |
APApple | Topological OrderingGraphHeap | Medium | 1 public reportLast reported Oct 2026 | Practice |
APApple | Customer Order Count Distribution by CountryDatabase | Easy | 1 public reportLast reported Oct 2026 | Practice |
APApple | iPhone Model Sales Share by CountryDatabase | Medium | 1 public reportLast reported Oct 2026 | Practice |
APApple | Query Weekly Store Opening HoursIntervalsSorting | Medium | 1 public reportLast reported Oct 2026 | Practice |
APApple | Top Five Countries by Product RevenueDatabase | Medium | 1 public reportLast reported Oct 2026 | Practice |
APApple | Days Until Poisoned Plants StabilizeMatrixBreadth-First Search | Medium | 1 public reportLast reported Oct 2026 | Practice |
APApple | Design Authentication ManagerDesignHash Table | Medium | 1 public reportLast reported Sep 2026 | Practice |
APApple | Unit Conversion Across Independent FamiliesGraphBreadth-First Search | Medium | 1 public reportLast reported Sep 2026 | Practice |
APApple | First Successful Concurrent API Result Before a TimeoutArraySimulation | Easy | 1 public reportLast reported Sep 2026 | Practice |
APApple | Canonical N-Ary Tree CodecTreeDepth-First Search | Medium | 1 public reportLast reported Sep 2026 | Practice |
Onsite practice path
Practice complete solutions and defend the choices behind them. Problems are ranked by repeated public catalog sightings.
| Company | Problem | Difficulty | Public evidence | Action |
|---|---|---|---|---|
APApple | Implement Hit CounterQueueDesign | Medium | 3 public reportsLast reported Oct 2026 | Practice |
APApple | LRU CacheHash TableDesign | Medium | 2 public reportsLast reported Oct 2026 | Practice |
APApple | Coin Change IIArrayDynamic Programming | Medium | 2 public reportsLast reported Aug 2025 | Practice |
APApple | FIFO Mutex Operation TraceQueueDesign | Medium | 1 public reportLast reported Oct 2026 | Practice |
APApple | Topological OrderingGraphHeap | Medium | 1 public reportLast reported Oct 2026 | Practice |
APApple | Parse Nested HTML into a TreeStringStack | Medium | 1 public reportLast reported Oct 2026 | Practice |
APApple | Palindrome Match PercentageStringTwo Pointers | Easy | 1 public reportLast reported Sep 2026 | Practice |
APApple | Binary Tree Nodes at Distance KTreeBreadth-First Search | Medium | 1 public reportLast reported Aug 2026 | Practice |
APApple | BST to Sorted Circular Doubly Linked ListTreeLinked List | Medium | 1 public reportLast reported Aug 2026 | Practice |
APApple | Classify Natural-Month Distance Between DatesParsingMath | Medium | 1 public reportLast reported Aug 2026 | Practice |
APApple | Copy a Random-Pointer List in Constant SpaceLinked ListHash Table | Medium | 1 public reportLast reported Aug 2026 | Practice |
APApple | Top K Closest Pairs in a Sorted ArrayArraySorting | Medium | 1 public reportLast reported Aug 2026 | Practice |
APApple | Extract a Register Bit FieldBit Manipulation | Easy | 1 public reportLast reported Jul 2026 | Practice |
APApple | Merge Two Sorted Linked ListsLinked ListTwo Pointers | Easy | 1 public reportLast reported Jul 2026 | Practice |
APApple | Product Except Self With ZerosArrayPrefix Sum | Medium | 1 public reportLast reported Jul 2026 | Practice |
APApple | Subset Sum PossibleDynamic ProgrammingArray | Medium | 1 public reportLast reported Jul 2026 | Practice |
APApple | Corresponding Node in a Cloned TreeTreeDepth-First Search | Medium | 1 public reportLast reported Nov 2021 | Practice |
APApple | Middle of a Linked ListLinked ListTwo Pointers | Easy | 1 public reportLast reported Nov 2021 | Practice |
APApple | Two Eggs: Minimum Worst-Case DropsMathBinary Search | Medium | 1 public reportLast reported Nov 2021 | Practice |
APApple | Subarray Sum Equals KArrayPrefix Sum | Medium | 1 public reportLast reported Oct 2021 | Practice |
Current official guidance
Apple's Software and Services careers page distinguishes areas such as apps, cloud infrastructure, operating systems, and software quality. It is role context, not a published universal interview sequence.
Primary sources checked .
01 · Preparation plan
Apple's public practice inventory spans coding fundamentals and service design. Prepare for the technical work relevant to your role without presenting the page as a behavioral, hardware, or universal full-loop guide. This is a suggested practice sequence, not the employer's interview process. Your invitation and recruiter guidance remain the source of truth.
Use graph, tree, or stateful data-structure practice to connect the chosen representation to a clear correctness argument.
When a relevant design exercise is available, use synchronization, storage, or event collection to practice consistency and failure handling.
Turn the job description and recruiter guidance into a short technical study plan; a broad company label is not a substitute for team requirements.
02 · Broader technical practice
These public Apple-tagged exercises cover additional technical formats. They are included only when a verified catalog record and a crawlable practice page both exist.
Keep a durable key index consistent with evictable cached blobs through concurrent updates, expiry, and cache-node failure.
Open practiceDesign a multi-tenant platform that durably ingests structured logs and provides coherent recent-event search and exact keyword occurrence counts.
Open practiceDesign a multi-tenant distributed limiter that smooths priority and regular traffic under versioned quotas, retries, and partial failure.
Open practiceKeep a durable event stream safe and recoverable when consumers stop while producers continue publishing.
Open practiceRank the most-viewed news articles for a requested historical time window at large scale.
Open practiceDesign the catalog, availability, pricing, reservation, and payment path for a high-demand movie and event ticketing platform.
Open practiceDesign a trustworthy dashboard platform that derives versioned metrics from event data and serves fast, reproducible slices.
Open practiceEvolve a single-database record API through measured read and write growth while preserving versioned updates, freshness, and an online migration path.
Open practiceDesign a versioned forecasting platform that predicts daily storage demand across 100 data centers and produces useful uncertainty for newly launched centers.
Open practiceDesign an ML-backed control plane that predicts file access and safely places files in hot or archive storage to reduce cost without breaking retrieval.
Open practiceDesign a configuration registry with immutable versions, an explicit current version, and safe rollback.
Open practiceDesign responsive cross-device wallpaper state propagation and constrained resumable asset delivery.
Open practiceDesign a reliable, privacy-aware API that accepts mobile application events despite retries, offline clients, and evolving schemas.
Open practiceDesign a secure, resumable pipeline that moves a 200 TB media corpus from on-premises storage into cloud object storage and continuously feeds a cloud GPU training cluster.
Open practiceDesign reproducible training, immutable model registration, and deployments to online and batch inference in a bounded multi-tenant platform.
Open practiceDesign photo upload, download, multi-device synchronization, and hot/cold storage with metadata separated from immutable blobs.
Open practiceDesign APIs and storage for creating bounded elections, accepting one eligible vote per voter, and publishing trustworthy results.
Open practiceDesign a bounded shared-memory message channel between two processes, with safe record ownership, FIFO delivery and explicit full, empty and drained outcomes.
Open practiceDesign a bounded-memory service that transforms a 300 GB JSON array on one 16 GiB, 8-core worker with durable job control and monitoring. Add a finite independent-record XML profile with explicit parser limits and restart context while preserving the JSON interface.
Open practiceDesign category-partitioned leaderboards that ingest scores idempotently and publish fresh rankings under skewed load.
Open practiceModel a nonpreemptive single-core scheduler with deterministic eligibility, priority selection and explicit lifecycle commands.
Open practiceModel reservation, pickup and return while protecting each car from conflicting bookings and simultaneous rentals.
Open practiceResolve typed domain queries through the DNS hierarchy while controlling cache freshness, dependency failure and miss amplification.
Open practice03 · Evidence boundary
It means practicing transferable implementation, testing, and technical reasoning with public catalog assets FastPrep tags to Apple. It does not mean FastPrep has access to the company's assessments or any private interview bank.
Repeated public sightings and last-reported dates can help you prioritize practice, but they cannot predict the questions, format, or platform in a specific interview.
04 · Plain answers
This page owns technical-practice intent for Apple. Hiring activity, timelines, and market signals remain on the separate hiring-insights page.
No. The page is limited to technical practice supported by 73 public coding problems and 20 system-design exercises. It is not a behavioral-question bank, hardware-interview guide, or complete process map. Use your team's role description and invitation to choose the relevant exercises.
No. FastPrep is an independent interview-preparation product and is not affiliated with Apple. The page uses FastPrep's public practice catalog and does not claim official, private, leaked, or proprietary employer questions.
Stage labels come from FastPrep's public problem metadata. A problem can carry more than one reported stage, and hiring processes can change by role, level, location, and date. Treat the labels as preparation context, not a guarantee.
Start with the stage named in your invitation or recruiter message. If no stage is known, use the largest available set to build general problem-solving fluency, then rehearse explanation and testing separately.
No. Public catalog counts, stage tags, and last-reported dates can help prioritize practice, but they cannot predict a specific interview's questions, sequence, timing, or platform.
Your next stage, made concrete
Start with the stage named in your invitation, then use public evidence as context—not as a promise of what you will be asked.
Open the practice set