Talks to Watch

CppCon 2016: Nicholas Ormrod “The strange details of std::string at Facebook"

123K views · Oct 5, 2016 · 31:19 · 4 HN recommenders · 11 mentions · discussed 2018–2026

Nicholas Ormrod's CppCon 2016 talk on how Facebook optimizes std::string with its open-source replacement fbstring. It covers storage layout tradeoffs, small string optimization and memory allocation behavior.

Why Hacker News points people here: HN returns to it as the go-to talk on string internals, small string packing and why small percentage optimizations matter at scale.

“it's still definitely worth a watch”HN comment, 2020

What Hacker News said 11

RecommendspjscottJan 2020

“it's still definitely worth a watch”

Talk on std::string internals at Facebook

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I think this is the talk you're referring to. If not, it's still definitely worth a watch: this video

in “Libc++'s Implementation of std::string” · view on HN
RecommendsjiggawattsMar 2024

“I also like the talk by Nicholas Ormrod”

Facebook engineer on std::string internals and optimisation

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The FAANGS certainly have people doing this kind of work. For example, Andrei Alexandrescu has a bunch of keynote talks at CPPCon where he talks about 1-4% speed optimisations he makes to the std library at Facebook. link I also like the talk by Nicholas Ormrod “The strange details of std::string at Facebook": this video

in “Algorithms for Modern Hardware” · view on HN
RecommendsD4ckardDec 2024

“Yes, there are really cool packing techniques. See this talk for example”

Shows clever string packing techniques

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Yes, there are really cool packing techniques. See this talk for example: this video I don't include the null-terminator because I use this type in my own environment where I never use null-terminated strings so there is no need for it.

Recommendsdef-pri-pubMar 2026

“this is a great talk to listen to”

Why small percentage optimisations matter at scale

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You'd be surprised how it actually is worth the effort, even just a 1% improvement. If you have the time, this is a great talk to listen to: this video For a little toy ray tracer, it is pretty measly. But for a larger corporation (with a professional project) a 4% speed improvement can mean MASSIVE cost savings. Some of these tiny improvements can also have a cascading effect. Imagining finding a +4%, a +2% somewhere else, +3% in neighboring code, and a bunch of +1%s here and there. Eventually you'll have built up something that is 15-20% faster. Down the road you'll come across those optimizations which can yield the big results too (e.g. the +25%).

in “Faster Asin() Was Hiding in Plain Sight” · view on HN
Cites it3uclidApr 2018

“Here's a video from explaining the motivation behind the project”

Explains Facebook's motivation for replacing std::string with its own library

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Side note: FB also developed a string library to replace std::string ( link ). Here's a video from explaining the motivation behind the project ( this video ).

in “Show HN: SuperString – A fast and memory-optimized string library for C++” · view on HN
Cites itGolDDranksJul 2018

“here's the talk I learned it from”

Source the commenter learned the technique from

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I'm not going to take the responsibility whether it's correct or not - here's the talk I learned it from: this video

in “Pointers Are Complicated, or What’s in a Byte?” · view on HN
Cites itjiggawattsMar 2023

Cited on small string optimisation and memory overhead

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You're all massively underestimating the memory requirements of a parsed data structure, which is very entertaining to watch. There's this rule-of-thumb that most programmers are wrong about performance costs by at least a couple of orders of magnitude, and it's on full display here. In most languages, dynamically allocated variable-sized objects have a minimum overhead of two pointer-sized fields: a pointer and a length. On a 64-bit platform, that's 16 bytes before you actually start having any data. Next, depending on the allocator used, the requested data size is probably rounded up, either to the next power of 2, or there may be a minimum allocation size of 1 pointer. That's "safe" on machines that can't do misaligned (byte-granularity) referencing directly from memory. Last but not least, most heap-based allocators have some "bookkeeping" overheads. Similarly, interpreted languages also have their internal "object" metadata overheads. Typically this is 1 or 2 extra pointers (+8 or +16 bytes). Assuming 24-48 bytes for all variable-length values is actually a pretty safe bet! There are exceptions: Unusually, C skips the 'length' value for strings by using null-termination, so C strings are often just 16 bytes (8 for the pointer, and 8 for the allocated object on the heap, assuming some sort of small-object optimisation is going on). The approach in C++ is to use "small string optimisation" where the string values are inlined into the std::string structure itself. This work

in “Analyzing multi-gigabyte JSON files locally” · view on HN
Cites itnyanpasu64Oct 2023

Referenced for returning memory to the kernel

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Can you have the runtime run a job every second, to trim thread stack depths and return memory to the kernel (whatever was meant by this video ) while holding a FFI mutex (or a sharded one), and have every C function call first lock the mutex and expand the stack to the necessary depth?

Cites itSkiFire13Jan 2024

“talk at CppCon 2016”

Mentions page reuse behavior discussed in the talk

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At least Linux does this, and it is not a security hole because it only reuses pages with memory of the current process (as in the worst case you end up reading data from some other part of your program, but not other programs). And yes, it does happen in practice, most famously it has been mentioned in the "The strange details of std::string at Facebook" talk at CppCon 2016 this video

in “The C bounded model checker: criminally underused” · view on HN
Cites itsqrt_1May 2025

“Facebook take on small strings”

Facebook's take on small strings

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It was from C++con 2016 - Facebook take on small strings this video I believe it is about a page that was conditionally returned to the kernel.

in “Writing into Uninitialized Buffers in Rust” · view on HN
Cites itsqrt_1May 2025

“He explicitly states 128byte filename allocates 129 bytes.”

Cited to correct a claim about allocation sizes

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I don't believe they are allocating 128 bytes, or accessing out of bounds memory. He explicitly states 128byte filename allocates 129 bytes. this video

in “Writing into Uninitialized Buffers in Rust” · view on HN