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Joseph E. Gonzalez

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titleconferencedate
Agentix: An Efficient Serving Engine for LLM Agents as General ProgramsNSDI '262026-05-04
Agentix intercepts LLM calls from programs, tags requests with program and thread IDs, and maintains a process table of program-level stats to drive decisions…
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Fairness in Serving Large Language Models18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
Defines fairness as a token-cost function (input vs decode tokens) and implements a scheduler that updates per-client virtual counters at token granularity…
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Cloudcast: High-Throughput, Cost-Aware Overlay Multicast in the Cloud21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Cloudcast builds an overlay multicast system that spawns ephemeral waypoints (VM routers) and emits per-VM router programs to execute striped, multi-tree…
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Cilantro: Performance-Aware Resource Allocation for General Objectives via Online...OSDI 20232023-07-10
Cilantro is a scheduler that replaces user resource requests with online learning from real-time job feedback to map resources to performance, decouples…
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AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning ServingOSDI 20232023-07-10
AlpaServe uses model parallelism not just to fit big models but to statistically multiplex GPUs across many models, trading partition overhead for burst…
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Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware OverlaysNSDI 20232023-04-17
Skyplane is a system for fast, low-cost bulk transfers between cloud object stores that probes cloud network throughput, models routing with mixed-integer…
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Bind the Gap: Compiling Real Software to Hardware FFT AcceleratorsPLDI 20222022-06-13
Paper claims a compiler pipeline that automatically maps real C FFT implementations to API‑driven FFT accelerators by resolving four concrete mismatches: code…
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TEGRA: Efficient Ad-Hoc Analytics on Evolving GraphsNSDI ’212021-04-12
TEGRA exposes evolving graphs via a Timelapse API and stores versions with a persistent adaptive radix tree, enabling snapshot reads without replaying deltas…
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Serverless Boom or Bust? An Analysis of Economic IncentivesHotCloud '202020-07-13
An economic model compares provider utilization and price ratios against customer benefits and defines an alpha classification of customers: alpha <1 (need…
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An Approach to Air-Gapped DeploymentChefConf 20172017-05-22
Built a small Chef-based system called chef countertop that packages Chef server, client RPMs, ChefDK, policyfiles and production cookbooks as…
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Scalable Graph-Parallel Inference Algorithms and SystemsParallel and Distributed Algorithms for Inference and Optimization (Simons Institute, Oct. 21–24, 2013)2013-10-21
New parallel algorithms combine an asynchronous splash primitive with prioritization, coloring and locking to make loopy belief propagation and Gibbs sampling…
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