Weekly CS Paper Digest — May 17–23, 2026

Weekly Paper Notes — three entries per week: 1 seminal + 2 top picks of the week. The full Slack digest still covers all areas; only the strongest two get expanded into posts here, alongside the rotating seminal pick.

🔁 Seminal Paper of the Week

ARIES: A Transaction Recovery Method Supporting Fine-Granularity Locking and Partial Rollbacks Using Write-Ahead Logging — Mohan, Haerder, Lindsay, Pirahesh, Schwarz (1992)

⭐ Top Papers of the Week

Fifty Years of Transaction Processing Research (Extended) — Bernstein
Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention — Hatamizadeh, Choi, Kautz

The full weekly Slack digest covered ~17 more papers across AI/ML, NLP, Distributed Computing, Databases, OS/Systems, Networking, and PL. See the cron job output for the complete list; only the two highest-impact picks plus the seminal classic are expanded into blog notes.

ARIES: A Transaction Recovery Method Supporting Fine-Granularity Locking and Partial Rollbacks Using Write-Ahead Logging

🔁 Seminal Paper of the Week — a foundational classic chosen to anchor the May 17–23, 2026 weekly digest. Area rotated to Databases this week. Authors: C. Mohan, Don Haerder, Bruce Lindsay, Hamid Pirahesh, Peter Schwarz (IBM Almaden, 1992) Venue: ACM Transactions on Database Systems, Vol. 17, No. 1 DOI: 10.1145/128765.128770 TL;DR ARIES is the recovery algorithm. It combines write-ahead logging (WAL), steal + no-force buffer management, physiological logging, and a three-pass restart (Analysis → Redo → Undo) with compensation log records (CLRs) that make undo idempotent....

Fifty Years of Transaction Processing Research (Extended)

Weekly Paper Notes — one of the top picks from the May 17–23, 2026 CS paper digest. Area: Databases. Author: Philip A. Bernstein (Microsoft Research) arXiv: 2605.20466 · PDF Origin: Extended version of the SIGMOD 2025 short paper of the same name. TL;DR This is not a survey paper. It is a personal retrospective by one of the people who has been doing transaction-processing research continuously for fifty years — author of Concurrency Control and Recovery in Distributed Database Systems (1987), co-author of the original Hyder design, and contributor to TAPIR/Chablis/Orleans transactions....

Gated DeltaNet-2 hybrid architecture and per-block design

Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention

Weekly Paper Notes — one of the top picks from the May 17–23, 2026 CS paper digest. Area: AI / ML. Authors: Ali Hatamizadeh, Yejin Choi, Jan Kautz (NVIDIA) arXiv: 2605.22791 · PDF · Code TL;DR Linear-attention models compress an unbounded history into a fixed-size recurrent state, but their active edit — the operation that overwrites stale associations with new ones — has historically been controlled by a single scalar gate that decides both how much old content to erase and how much new content to write....

🔁 Seminal Paper of the Week#

⭐ Top Papers of the Week#

🔁 Seminal Paper of the Week

⭐ Top Papers of the Week