Aditya Akella
40 papers · 2012–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (44) π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Conference Loyalist
(24)
π
Keyword Champion
(5)
π¬
Deep Specialist
(16)
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Renaissance Researcher
(6)
β‘
Prolific Year Β· Productive
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(226)
Top co-authors
Research topics
Machine Learning
(21)
Computer Science
(20)
Application Areas
(18)
Systems
(18)
Artificial Intelligence
(12)
Core AI
(12)
Optimization & Theory Β· Machine Learning
(12)
Deep Learning
(10)
Mathematics & Optimization
(8)
Optimization
(8)
Optimization & Theory Β· Deep Learning
(5)
Applications
(3)
Foundations
(3)
Learning Types
(3)
Natural Language Processing
(2)
Keywords
cluster scheduling
(5)
resource allocation
(5)
distributed training
(4)
large language model
(3)
model compression
(3)
load balancing
(3)
programmable nic
(2)
job completion time
(2)
machine learning training
(2)
tail latency
(2)
dynamic adaptation
(2)
fpga prototype
(2)
packet scheduling
(2)
query execution plan
(2)
congestion control
(2)
formal verification
(2)
network verification
(2)
inference optimization
(2)
distributed learning
(2)
llm serving
(2)
Papers
Express Lane to Efficiency and Reliability: Multi-Dimensional Control in Metaβs Express Backbone Network
NSDI 2026
Mimesys: Generating Realistic Executable Testing Environments from Resource Usage Traces
OSDI 2026
SYMPHONY: Enabling Compute-Memory Disaggregation in LLM Serving Systems
NSDI 2026
Towards Performance Robustness for Microservices
NSDI 2026
TrainMover: An Interruption-Resilient Runtime for ML Training
OSDI 2026
UNUM: A New Framework for Network Control
NSDI 2026
CONGO: Compressive Online Gradient Optimization
ICLR 2025
Enabling Portable and High-Performance SmartNIC Programs with Alkali
NSDI 2025
HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training
ICML 2025
Large Language Models as Realistic Microservice Trace Generators
EMNLP 2025
MTP: Transport for In-Network Computing
NSDI 2025
On-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention for Long-Context LLM Serving
ICML 2025
StitchLLM: Serving LLMs, One Block at a Time
ACL 2025
Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
NeurIPS 2024
CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters
NSDI 2024
FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping
EMNLP 2024
MOSEL: Inference Serving Using Dynamic Modality Selection
EMNLP 2024
Better Together: Jointly Optimizing ML Collective Scheduling and Execution Planning using SYNDICATE
NSDI 2023
Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit
ICML 2023
RingLeader: Efficiently Offloading Intra-Server Orchestration to NICs
NSDI 2023
Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning
NSDI 2023
ATP: In-network Aggregation for Multi-tenant Learning
NSDI 2021
Running BGP in Data Centers at Scale
NSDI 2021
Whiz: Data-Driven Analytics Execution
NSDI 2021
Automated Verification of Customizable Middlebox Properties with Gravel
NSDI 2020
Liveness Verification of Stateful Network Functions
NSDI 2020
PANIC: A High-Performance Programmable NIC for Multi-tenant Networks
OSDI 2020
Themis: Fair and Efficient GPU Cluster Scheduling
NSDI 2020
Tiramisu: Fast Multilayer Network Verification
NSDI 2020
Correctness and Performance for Stateful Chained Network Functions
NSDI 2019
Loom: Flexible and Efficient NIC Packet Scheduling
NSDI 2019
Dynamic Query Re-Planning using QOOP
OSDI 2018
Iron: Isolating Network-based CPU in Container Environments
NSDI 2018
Altruistic Scheduling in Multi-Resource Clusters
OSDI 2016
CLARINET: WAN-Aware Optimization for Analytics Queries
OSDI 2016
Efficiently Delivering Online Services over Integrated Infrastructure
NSDI 2016
GRAPHENE: Packing and Dependency-Aware Scheduling for Data-Parallel Clusters
OSDI 2016
Paving the Way for NFV: Simplifying Middlebox Modifications Using StateAlyzr
NSDI 2016
RPT: Re-architecting Loss Protection for Content-Aware Networks
NSDI 2012
XIA: Efficient Support for Evolvable Internetworking
NSDI 2012