PSDP — same-language parallelization
2.97–4.23× speedup with zero source changes; output stays bit-identical. Follow the right-most link in the table to start a trial.
Supported languages
Same-language → same-language (e.g. Java 8 → Java 8, C# → C#). Cross-version (e.g. Java 8 → 17) combines conversion and parallelization in one pass.
| Language | Version / variant | Parallel construct | Validation | Specific service / enquiry |
|---|---|---|---|---|
| Java 8 → 8 | Same-version maintenance (bytecode 52 → 52) | ForkJoin / ExecutorService | Byte-exact (501/501) | Trial / Enquiry |
| Java 17 → 17 | Same-version maintenance (bytecode 61 → 61) | ForkJoin / sealed-class aware | Byte-exact | Trial / Enquiry |
| Java 21 → 21 | Same-version maintenance (bytecode 65 → 65) | Virtual Threads / structured concurrency | Byte-exact | Trial / Enquiry |
| Java 8 → 17 | Cross-version migration + parallelization (52 → 61) | ForkJoin → sealed | Byte-exact | Trial / Enquiry |
| Java 17 → 21 | Cross-version migration + parallelization (61 → 65, mixed-bytecode forward compat in one process) | sealed → Virtual Threads | Byte-exact | Trial / Enquiry |
| C# | .NET 8 (top-level) | Parallel.For / Task | Byte-exact (double.ToString("F17")) | Trial / Enquiry |
| Rust | stable 2021 | rayon / std::thread | 5.9x parallel speedup verified | Trial / Enquiry |
| Go | 1.21+ | goroutine + channel | Byte-exact | Trial / Enquiry |
| Python | 3.10+ | multiprocessing / concurrent.futures | Byte-exact (subject to double-precision language constraints) | Trial / Enquiry |
| Node.js | Worker Threads | Worker / SharedArrayBuffer | Byte-exact | Trial / Enquiry |
| PHP | 8.x + GMP | parallel ext / pcntl | Byte-exact (GMP required) | Trial / Enquiry |
| Swift | 5.x | TaskGroup / async-let | Byte-exact | Trial / Enquiry |
| Kotlin | JVM (1.9+) / coroutines | Coroutines / structured concurrency | Byte-exact (coroutines recommended on Android) | Trial / Enquiry |
| FORTRAN | F2018 free-form | OpenMP / coarray | Byte-exact (F2018 25/25) | Trial / Enquiry |
| C | C11+ | pthreads + barrier | Byte-exact (10/10) | Trial / Enquiry |
| C++ | C++17+ | std::thread / std::async | Byte-exact (10/10) | Trial / Enquiry |
| Scala | Future + Await barrier | Future / Akka | Byte-exact (co-located on JVM) | Trial / Enquiry |
| Clojure | future + deref | future + atom | Byte-exact (primitive-hint pitfalls avoided) | Trial / Enquiry |
| Common Lisp | SBCL | bordeaux-threads | Byte-exact | Trial / Enquiry |
| Erlang | OTP 26+ | actor model (BEAM) | Byte-exact (first non-JVM paradigm) | Trial / Enquiry |
Byte-exact = sequential and parallel outputs match to the last bit. Parenthetical notes record sample counts (e.g. 501/501) or language-side prerequisites.
How to use the service
- Pick a specific service from the table above (e.g. Java parallelization).
- Sign up for an account (admin approval; select the languages you want).
- Run a trial (no feature restrictions).
- Contact us for production use. Preferred terms are available for existing SlimeNENC customers.
Pricing (Provisional, 2026-05-18 — example at 10,000 LOC)
| Path | LOC | Buy-in / LOC | Buy-in total | Runtime rate | Runtime / year | Support |
|---|---|---|---|---|---|---|
| SlimeNENC (converter) | 10,000 | US$ 9.95 | US$ 99,500 | — | — | Full |
| PSDP for SlimeNENC customer | 10,000 | US$ 0.00 | US$ 0 | 2%/year | US$ 1,990 | Full |
| PSDP direct (via SIer / partner) | 10,000 | US$ 1.00 | US$ 10,000 | 20%/year | US$ 2,000 | Full (via partner) |
| PSDP end-user direct (30% OFF) | 10,000 | US$ 0.70 | US$ 7,000 | 20%/year | US$ 1,400 | FAQ only |
Annual runtime cost converges to roughly US$ 0.2 / LOC / year across the first three paths. End-user direct gets 30% off both buy-in and runtime, but support is FAQ-only. For hands-on integration, go through a SIer / partner.
What makes PSDP different
- Output stays bit-identical — meets financial audit, FDA, and FINRA expectations
- Race conditions structurally removed — workers stay in deterministic lockstep
- Covers 16+ languages — automatically targets each language’s parallel construct
- Parallelize while migrating Java versions — e.g. a Java 8 batch running as Java 17 / 21 + Virtual Threads in one pass
Related
- Legacy conversion (cross-language) — when combining with a language migration
- PSDP technical details — TCSVT paper / Algorithm 1