Top 50 streaming Interview Questions
The most frequently asked streaming questions across all roles and companies, ranked by real interview frequency. Updated daily.
Detect transaction indices whose values exceed a rolling sample-standard-deviation threshold using an O(n) sliding window.
Truist
RyanTTangerineCalculate each prefix median of a transaction stream using two heaps with O(log n) insertion time.
TrueaccordProcess a log stream with changing severity priorities and stable custom sorting.
SupermicroImplement a lazy pagination iterator and consumer loop for processing external API payloads.
Point72Model submitted prompts and streamed AI response chunks with a small deterministic state machine.
OpenAIProcess chunked text, combine split words, and return the top k words by weighted frequency.
TeslaCount streaming bottleneck points and return the top K using frequency aggregation with deterministic first-seen tie breaking.
Meta LogisticsDetect and correct packet sequence numbers that differ from their expected position by exactly one.
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