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Matthew Topol

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titleconferencedate
Backstage interviewPyData Paris 20252025-09-30
Apache Arrow's concrete claims and ecosystem work matter here: a memory layout that is identical on wire and in memory enabling zero copy communication…
Interview on
Practical Applications of Apache ArrowPyData Virginia 20252025-04-18
Apache Arrow specifies a columnar in‑memory layout that is identical on the wire so systems achieve zero-copy IPC across C, Python, Go, Java and more and avoid…
Talk on
Embrace the chaos: Composable data systems with fewer asterisksØredev 20242024-11-06
Concrete claims and demos lead the choice: adoption of Apache Arrow as a zero copy in‑memory column format, using ADBC + FlightSQL for driver and RPC…
Talk on
ODBC takes an Arrow to the knee: ADBCØredev 20242024-11-06
ADBC standardizes a C API that transports zero-copy Arrow payloads so columnar OLAP systems avoid row↔column transposes; drivers exist for Snowflake, Flight…
Talk on
Leveraging Apache Arrow for ML WorkflowsØredev 20232023-11-08
Claims concrete wins: Arrow enables 30x speedups (DuckDB + Flight vs Spark/Hive) by avoiding serialize/deserialize, Hugging Face caches several‑dozen‑GB…
Talk on
State of the Apache Arrow Ecosystem:How your project can leverage Arrow!Øredev 20232023-11-08
Apache Arrow is an in‑memory columnar spec that claims zero‑copy data exchange and shows it with concrete tooling: Arrow Flight / Flight SQL for wire RPC, ADBC…
Talk on
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