VLDB 2026 Research / reviewers in the wild / expert
Stephen Kell
dblp:04/480
· DBLP profile ↗
14ranked-venue papers
5as first author
3since 2021 · last 2026
0000-0002-2702-5983ORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Software engineering, systems software and programming languages · 13 · 5 first-author · 3 since 2021Systems, architecture and hardware · 1
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Debugging Debugging Information using Dynamic Call TreesabstractDebugging tools rely on compiler-generated metadata to present a source-language view, but current compilers often throw away or corrupt debugging information in optimised programs. Attempts to test debugging information are confounded by ad-hoc limitations of the debug info formats and a lack of clarity on whether the compiler or the format is to blame for any given loss. Adopting the “residual program” conceptual view of debug info, we conduct a study of the quality of debugging information in respect of the source-level dynamic call trees it can recover. We compare the trees recovered from optimised and unoptimised versions of the same program, producing a classification of the observed divergences. For each class, we analyse whether format or compiler is to blame and identify specific ways to address these defects. We also validate our classification across a larger collection of well-known codebases. J. Ryan Stinnett, Stephen Kell |
Proc. ACM Program. Lang. | 2 |
| 2024 | Accurate Coverage Metrics for Compiler-Generated Debugging InformationabstractMany debugging tools rely on compiler-produced metadata to present a source-language view of program states, such as variable values and source line numbers. While this tends to work for unoptimised programs, current compilers often generate only partial debugging information in optimised programs. Current approaches for measuring the extent of coverage of local variables are based on crude assumptions (for example, assuming variables could cover their whole parent scope) and are not comparable from one compilation to another. In this work, we propose some new metrics, computable by our tools, which could serve as motivation for language implementations to improve debugging quality. J. Ryan Stinnett, Stephen Kell |
CC | 2 |
| 2024 | Source-Level Debugging of Compiler-Optimised Code: Ill-Posed, but Not ImpossibleabstractDebuggability and optimisation are traditionally regarded as in fundamental tension. This paper disputes that idea, arguing instead that it is possible to compile programs such that they are both fully source-level-debuggable and fully optimised, and that the essential problem to be solved is loss of state. Although these two properties are usually not achievable at the same time, it argues the feasibility of providing the desired one 'on demand', and that metadata-based approaches extended with residual state can do so in a manner that generalises beyond dynamic deoptimisation. Correctness of debugging metadata is introduced as an ill-posed problem, a partial correctness criterion is proposed, and further approaches are discussed. Stephen Kell, J. Ryan Stinnett |
Onward! | 1 |
| 2019 | Reliable and fast DWARF-based stack unwindingabstractDebug information, usually encoded in the DWARF format, is a hidden and obscure component of our computing infrastructure. Debug information is obviously used by debuggers, but it also plays a key role in program analysis tools, and, most surprisingly, it can be relied upon by the runtime of high-level programming languages. For instance the C++ runtime leverages DWARF stack unwind tables to implement exceptions! Alas, generating debug information adds significant burden to compiler implementations, and the debug information itself can be pervaded by subtle bugs, making the whole infrastructure unreliable. Additionally, interpreting the debug tables is a time-consuming task and, for some applications as sampling profilers, it turns out to be a performance bottleneck. In this paper we focus on the DWARF .eh_frame table, that enables stack unwinding in absence of frame-pointers. We will describe two techniques to perform validation and synthesis of the DWARF stack unwinding tables, and their implementation for the x86_64 architecture. The validation tool has proven effective for compiler and inline assembly testing, while the synthesis tool can generate DWARF unwind tables for arbitrary binaries lacking debug information. Additionally, we report on a technique to precompile unwind tables into native x86_64 code, which we have implemented and integrated into libunwind, resulting in 11x-25x DWARF-based unwind speedups. Théophile Bastian, Stephen Kell, Francesco Zappa Nardelli |
Proc. ACM Program. Lang. | 2 |
| 2019 | Exploring C semantics and pointer provenanceabstractThe semantics of pointers and memory objects in C has been a vexed question for many years. C values cannot be treated as either purely abstract or purely concrete entities: the language exposes their representations, but compiler optimisations rely on analyses that reason about provenance and initialisation status, not just runtime representations. The ISO WG14 standard leaves much of this unclear, and in some respects differs with de facto standard usage --- which itself is difficult to investigate. In this paper we explore the possible source-language semantics for memory objects and pointers, in ISO C and in C as it is used and implemented in practice, focussing especially on pointer provenance. We aim to, as far as possible, reconcile the ISO C standard, mainstream compiler behaviour, and the semantics relied on by the corpus of existing C code. We present two coherent proposals, tracking provenance via integers and not; both address many design questions. We highlight some pros and cons and open questions, and illustrate the discussion with a library of test cases. We make our semantics executable as a test oracle, integrating it with the Cerberus semantics for much of the rest of C, which we have made substantially more complete and robust, and equipped with a web-interface GUI. This allows us to experimentally assess our proposals on those test cases. To assess their viability with respect to larger bodies of C code, we analyse the changes required and the resulting behaviour for a port of FreeBSD to CHERI, a research architecture supporting hardware capabilities, which (roughly speaking) traps on the memory safety violations which our proposals deem undefined behaviour. We also develop a new runtime instrumentation tool to detect possible provenance violations in normal C code, and apply it to some of the SPEC benchmarks. We compare our proposal with a source-language variant of the twin-allocation LLVM semantics proposal of Lee et al. Finally, we describe ongoing interactions with WG14, exploring how our proposals could be incorporated into the ISO standard. Kayvan Memarian, Victor B. F. Gomes, Brooks Davis, Stephen Kell, Alex Richardson 0001, Robert N. M. Watson, Peter Sewell |
Proc. ACM Program. Lang. | 4 |
| 2018 | An Analysis of x86-64 Inline Assembly in C ProgramsabstractC codebases frequently embed nonportable and unstandardized elements such as inline assembly code. Such elements are not well understood, which poses a problem to tool developers who aspire to support C code. This paper investigates the use of x86-64 inline assembly in 1264 C projects from GitHub and combines qualitative and quantitative analyses to answer questions that tool authors may have. We found that 28.1% of the most popular projects contain inline assembly code, although the majority contain only a few fragments with just one or two instructions. The most popular instructions constitute a small subset concerned largely with multicore semantics, performance optimization, and hardware control. Our findings are intended to help developers of C-focused tools, those testing compilers, and language designers seeking to reduce the reliance on inline assembly. They may also aid the design of tools focused on inline assembly itself. Manuel Rigger, Stefan Marr, Stephen Kell, David Leopoldseder, Hanspeter Mössenböck |
VEE | 3 |
| 2016 | Dynamically diagnosing type errors in unsafe codeabstractExisting approaches for detecting type errors in unsafe languages are limited. Static analysis methods are imprecise, and often require source-level changes, while most dynamic methods check only memory properties (bounds, liveness, etc.), owing to a lack of run-time type information. This paper describes libcrunch, a system for binary-compatible run-time type checking of unmodified unsafe code, currently focusing on C. Practical experience shows that our prototype implementation is easily applicable to many real codebases without source-level modification, correctly flags programmer errors with a very low rate of false positives, offers a very low run-time overhead, and covers classes of error caught by no previously existing tool. Stephen Kell |
OOPSLA | 1 |
| 2016 | The missing link: explaining ELF static linking, semanticallyabstractBeneath the surface, software usually depends on complex linker behaviour to work as intended. Even linking hello_world.c is surprisingly involved, and systems software such as libc and operating system kernels rely on a host of linker features. But linking is poorly understood by working programmers and has largely been neglected by language researchers. Stephen Kell, Dominic P. Mulligan, Peter Sewell |
OOPSLA | 1 |
| 2015 | Analyzing Distributed Multi-platform Java and Android Applications with ShadowVM
Haiyang Sun 0003, Yudi Zheng, Lubomír Bulej, Stephen Kell, Walter Binder |
APLAS | 4 |
| 2013 | Enabling Modularity and Re-use in Dynamic Program Analysis Tools for the Java Virtual Machine
Danilo Ansaloni, Stephen Kell, Yudi Zheng, Lubomír Bulej, Walter Binder, Petr Tuma 0001 |
ECOOP | 2 |
| 2013 | ShadowVM: robust and comprehensive dynamic program analysis for the java platformabstractDynamic analysis tools are often implemented using instrumentation, particularly on managed runtimes including the Java Virtual Machine (JVM). Performing instrumentation robustly is especially complex on such runtimes: existing frameworks offer limited coverage and poor isolation, while previous work has shown that apparently innocuous instrumentation can cause deadlocks or crashes in the observed application. This paper describes ShadowVM, a system for instrumentation-based dynamic analyses on the JVM which combines a number of techniques to greatly improve both isolation and coverage. These centre on the offload of analysis to a separate process; we believe our design is the first system to enable genuinely full bytecode coverage on the JVM. We describe a working implementation, and use a case study to demonstrate its improved coverage and to evaluate its runtime overhead. Lukás Marek, Stephen Kell, Yudi Zheng, Lubomír Bulej, Walter Binder, Petr Tuma 0001, Danilo Ansaloni, Aibek Sarimbekov, Andreas Sewe |
GPCE | 2 |
| 2013 | A comprehensive toolchain for workload characterization across JVM languagesabstractThe Java Virtual Machine (JVM) today hosts implementations of numerous languages. To achieve high performance, JVM implementations rely on heuristics in choosing compiler optimizations and adapting garbage collection behavior. Historically, these heuristics have been tuned to suit the dynamics of Java programs only. This leads to unnecessarily poor performance in case of non-Java languages, which often exhibit systematic differences in workload behavior. Dynamic metrics characterizing the workload help to identify and quantify useful optimizations, but so far, no cohesive suite of metrics has adequately covered properties that vary systematically between Java and non-Java workloads. We present a suite of such metrics, justifying our choice with reference to a range of guest languages. These metrics are implemented on a common portable infrastructure which ensures ease of deployment and customization. Aibek Sarimbekov, Andreas Sewe, Stephen Kell, Yudi Zheng, Walter Binder, Lubomír Bulej, Danilo Ansaloni |
PASTE | 3 |
| 2013 | The operating system: should there be one?abstractOperating systems and programming languages are often informally evaluated on their conduciveness towards composition. We revisit Dan Ingalls' Smalltalk-inspired position that "an operating system is a collection of things that don't fit inside a language; there shouldn't be one", discussing what it means, why it appears not to have materialised, and how we might work towards the same effect in the postmodern reality of today's systems. We argue that the trajectory of the "file" abstraction through Unix and Plan 9 culminates in a Smalltalk-style object, with other filesystem calls as a primitive metasystem. Meanwhile, the key features of Smalltalk have many analogues in the fragmented world of Unix programming (including techniques at the library, file and socket level). Based on the themes of unifying OS- and language-level mechanisms, and increasing the expressiveness of the meta-system, we identify some evolutionary approaches to a postmodern realisation of Ingalls' vision, arguing that an operating system is still necessary after all. Stephen Kell |
PLOS@SOSP | 1 |
| 2010 | Component adaptation and assembly using interface relationsabstractSoftware's expense owes partly to frequent reimplementation of similar functionality and partly to maintenance of patches, ports or components targeting evolving interfaces. More modular non-invasive approaches are unpopular because they entail laborious wrapper code. We propose Cake, a rule-based language describing compositions using interface relations. To evaluate it, we compare several existing wrappers with reimplemented Cake versions, finding the latter to be simpler and better modularised. Stephen Kell |
OOPSLA | 1 |