3 citations
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cs.DC2026
Unified Position-Invariant Random Access Through Two Compression Layers via Absolute-Offset Coordinates: A Bit-Perfect Device-Resident Proof
Yakiv Shavidze
Random access into compressed data is normally confined to a single layer. Entropy-layer methods (Recoil) seek within rANS by storing intermediate decoder states; dictionary/match-…
cs.DC2026
Compressed-Resident Genomics: Full-Pipeline Device-Resident GPU LZ77 Decode with Position-Invariant Random Access
Yakiv Shavidze
Genomic archives grow faster than decompression keeps up: the European Nucleotide Archive holds tens of petabytes of fastq.gz, and gzip is fundamentally sequential. GPU decompresso…
cs.DC2026
ACEAPEX: Parallel LZ77 Decoding via Encode-Time Absolute Offset Resolution
Yakiv Shavidze
LZ77-based codecs exhibit a fundamental sequential bottleneck in decoding: each back-reference depends on previously decompressed data, preventing multi-core scaling. We present AC…