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Bell Labs internship on Hot-Swappable JIT Compilation for Faster Cold Starts (PhD)

Nokia

Bell Labs internship on Hot-Swappable JIT Compilation for Faster Cold Starts (PhD)

Nokia

Belgium, BE

·

On-site

·

Internship

·

2mo ago

Modern runtimes (JavaScript, WebAssembly) rely on multi-tier JITs to combine fast startup with optimized performance. However, cold-start compilation and repeated re-optimization still incur significant cost overhead, especially in browsers, serverless platforms, and mobile environments.

This internship explores hot-swappable JIT-compiled code sections: externally pre-optimized fragments (e.g. on the server) that can be safely injected into an active interpreter or baseline JIT (e.g. in the browser). The goal is to reduce redundant compilation, accelerate cold starts, and evaluate tradeoffs between de-optimization and execution behavior.

A key challenge is how to maintain the security and sandboxing guarantees of these environments. Hence, we envision a need to define secure patchpoints, security mechanisms, and interfaces between the interpreter, baseline JIT, and injected optimized code.

A prototype can target JavaScript or Web Assembly (or others), using custom interpreters or existing open-source JIT infrastructures.

Duration: flexible, to be agreed (typically 3-5 months), starting time flexible.

  • Student enrolled in Ph.D. Computer Science/Engineering.

  • Solid background in compilers, JITs, interpreters, optimizers, or runtime systems.

  • Strong programming skills, preferably in C, C++, or Rust.

  • Language skills: English

  • Build upon an existing (open source) JavaScript or Web Assembly runtime to pre-optimize “likely hot” code fragments.

  • Explore mechanisms to maintain safety and sandboxing guarantees.

  • Evaluate the trade-offs in performance gain (due to the optimization), proving time (for asserting correctness ahead of time), and verification time (for verifying safety during execution).

  • Apply your research to a practical problem.

  • Potential for a scientific publication with Bell Labs researchers.

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About Nokia

Nokia

Nokia

Public

Nokia Corporation is a Finnish multinational telecommunications, information technology, and consumer electronics corporation, originally established as a pulp mill in 1865.

10,001+

Employees

Espoo

Headquarters

Reviews

3.6

25 reviews

Work Life Balance

3.8

Compensation

2.7

Culture

3.9

Career

2.9

Management

2.8

65%

Recommend to a Friend

Pros

Good work-life balance and flexible schedules

Strong company culture and nice people

Excellent benefits and learning opportunities

Cons

Low salary and compensation issues

Limited growth and career opportunities

Frequent leadership changes and lack of direction

Salary Ranges

22 data points

Mid/L4

Director

Mid/L4 · Customer PLM Altiplano Americas

1 reports

$151,614

total / year

Base

$131,838

Stock

-

Bonus

-

$151,614

$151,614

Interview Experience

7 interviews

Difficulty

2.7

/ 5

Duration

14-28 weeks

Offer Rate

57%

Experience

Positive 14%

Neutral 72%

Negative 14%

Interview Process

1

Application Review

2

Technical Phone Screen

3

Technical Interview

4

HR Interview

5

Team Matching

6

Offer

Common Questions

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

System Design

Past Experience