Aditya Akella
- Themis: Fair and Efficient GPU Cluster Scheduling
2019/07/02 by Kshiteej Mahajan, Mahajan, Kshiteej, Arjun Balasubramanian +11 · 11 citations
Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters
2023/08/01 by Sudarsanan Rajasekaran, Manya Ghobadi, Rajasekaran, Sudarsanan +3 · 11 citations
Computer Science · #C.2.4 #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Interconnection Networks and Systems #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Correctness and Performance for Stateful Chained Network Functions
2016/12/05 by Junaid Khalid, Aditya Akella, Khalid, Junaid +1 · 3 citations
Computer Science · Engineering · #Software-Defined Networks and 5G #Advanced Optical Network Technologies #Network Packet Processing and Optimization
- BlockLLM: Multi-tenant Finer-grained Serving for Large Language Models
2024/04/28 by Hu, Bodun, Jiamin Li, Le Xu +9 · 2 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Natural Language Processing Techniques #Parallel #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
- Impact of RoCE Congestion Control Policies on Distributed Training of DNNs
2022/07/22 by Tarannum Khan, Khan, Tarannum, Saeed Rashidi +9 · 1 citation
Computer Science · Engineering · #Advanced Optical Network Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
- FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping
2024/04/05 by Ajay Jaiswal, Jaiswal, Ajay, Bodun Hu +11 · 1 citation
Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Sherlock: Reliable and Efficient Agentic Workflow Execution
2025/11/01 by Yeonju Ro, Ro, Yeonju, Qiu, Haoran +13 · 1 citation
Decision Sciences · Materials Science · Computer Science · #Scientific Computing and Data Management #Machine Learning in Materials Science #Natural Language Processing Techniques
- Two-sided RDMA Striking Back for Disaggregated Memory Databaases
2026/07/28 by Hokeun Cha, Aditya Akella, Xiangyao Yu
Computer Science · #cs.DB
- ACID: Adaptive Caching for vIDeo generation
2026/07/14 by Om Agrawal, Saurabh Agarwal, Aditya Akella
#cs.CV