scheduling

TOPAS is a workflow-aware prefix-state scheduling method for multi-agent LLM serving that optimizes cache usage and request scheduling to reduce job completion time.

The article provides tips for maximizing the use of Grok Bot by assigning specific tasks, scheduling operations, and managing multiple bots in a group chat to streamline business workflows.

DeepSeek charges half price during off-peak hours compared to peak times. Peak hours are specific times on weekdays. It's recommended to use cron to schedule important but non-urgent tasks during off-peak periods.

Hermes released a series of updates including browser automation, multi-machine agent fleets, live interactive UI in conversations, independent code review, persistent memory for cron jobs, and an improved updater system.

Calendly introduces new features to manage tasks before, during, and after meetings, enhancing productivity and scheduling workflows.

This research paper introduces an LLM-based predictive scheduling system to enhance data center efficiency and reduce environmental impact, achieving significant reductions in energy consumption and waiting time through real-world collaboration.

The paper introduces SDDL, a neuro-symbolic framework that improves combinatorial optimization accuracy in resource-constrained language models by translating natural-language problems into formal representations, resulting in higher feasibility rates compared to direct-generation and solver-code baselines.

Ferryman is a tool for cross-posting and scheduling social media content across platforms, helping users grow their audience through automatic syncing and AI integration.

Calendly introduces an AI-powered note-taker that joins meetings to record, transcribe, and generate summaries and action items, aiming to automate post-meeting workflows for professionals in sales and marketing.

Kent C. Dodds describes using an AI agent tool called Kody to schedule a wake-up call for feature sunset, demonstrating the utility of AI agents in development workflows.

Dates by Agenda Hero is a product that allows users to create and share plans for various purposes.

This article presents a constraint-aware GPU allocator that improves GPU utilization by up to 33 percentage points compared to FIFO scheduling, demonstrating the critical role of priority-based allocation in enterprise AI systems.

The article explores using NixOS to inspect and manage systemd schedules at build time for self-hosted services, enhancing runtime checks.

Ferryman is a social media cross-posting and scheduling tool that automatically syncs posts across multiple platforms, designed for content creators and teams.

A Twitter user criticizes Calendly for lacking a feature to prevent consecutive meetings beyond a set duration, questioning the development focus given the company's employee count.

Chronock is an integrated platform for scheduling and calendar synchronization.

LazyTrain is a research system that optimizes LLM training on limited hardware by formulating checkpoint selection, activation placement, recomputation, and CPU-GPU-NVMe communication overlap as a mixed-integer scheduling problem, achieving ~1.24x TFLOPS improvement over matched baselines.

TideRL is a readiness-aware elastic RL system that improves training goodput for multi-turn agentic workloads via continuous task batching, resource-aware ref-actor pipelining, and elastic resource scaling, achieving up to 5.6x speedup over synchronous baselines and 33% over asynchronous baselines.

This paper studies GPU control gates for LLM-agent services, analyzing concurrent cohort scheduling and on-device routing versus host redispatch to reduce host round trips and improve GPU utilization.

The article argues that Nix evaluation is fundamentally a scheduling problem and introduces Evix, a library-first async Nix evaluation engine designed for persistent, structured evaluation results.