5 citations · 11 across the 8 of their papers we have counts for
8 papers
TLX: Hardware-Native, Evolvable MIMW GPU Compiler for Large-scale Production Environments
Yue Guan, Hongtao Yu, Peng Chen +10
Modern GPUs increasingly rely on specialized hardware units and asynchronous coordination mechanisms, so performance depends on orchestrating data movement, tensor-core computation…
TorchTraceAP: A New Benchmark Dataset for Detecting Performance Anti-Patterns in Computer Vision Models
Hanning Chen, Keyu Man, Kevin Zhu +8
Identifying and addressing performance anti-patterns in machine learning (ML) models is critical for efficient training and inference, but it typically demands deep expertise spann…
TritonForge: Profiling-Guided Framework for Automated Triton Kernel Optimization
Haonan Li, Keyu Man, Partha Kanuparthy +6
High-performance GPU kernel optimization remains a critical yet labor-intensive task in modern machine learning workloads. Although Triton, a domain-specific language for GPU progr…
Finding Needles in the Haystack: Harnessing Syslogs for Data Center Management
Chen Liang, Theophilus Benson, Partha Kanuparthy +1
Network device syslogs are ubiquitous and abundant in modern data centers with most large data centers producing millions of messages per day. Yet, the operational information refl…
Performance Characterization of a Commercial Video Streaming Service
Mojgan Ghasemi, Partha Kanuparthy, Ahmed Mansy +2
Despite the growing popularity of video streaming over the Internet, problems such as re-buffering and high startup latency continue to plague users. In this paper, we present an e…
YTrace: End-to-end Performance Diagnosis in Large Cloud and Content Providers
Partha Kanuparthy, Yuchen Dai, Sudhir Pathak +4
Content providers build serving stacks to deliver content to users. An important goal of a content provider is to ensure good user experience, since user experience has an impact o…
DNS-based Ingress Load Balancing: An Experimental Evaluation
Partha Kanuparthy, Warren Matthews, Constantine Dovrolis
Multihomed services can load-balance their incoming connection requests using DNS, resolving the name of the server with different addresses depending on the link load that corresp…
Can User-Level Probing Detect and Diagnose Common Home-WLAN Pathologies?
Partha Kanuparthy, Constantine Dovrolis, Konstantina Papagiannaki +2
Common WLAN pathologies include low signal-to-noise ratio, congestion, hidden terminals or interference from non-802.11 devices and phenomena. Prior work has focused on the detecti…