18:00A Data-aware Learned Index scheme for Efficient Writes
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A 18-minute video from ICPP2022: “A Data-aware Learned Index scheme for Efficient Writes”.
ICPP2022
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18:00
17:38A Dynamic and Recoverable BMT Scheme for Secure Non-Volatile Memory
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A 18-minute video from ICPP2022: “A Dynamic and Recoverable BMT Scheme for Secure Non-Volatile Memory”.
23:21A single-tree algorithm to compute the Euclidean minimum spanning tree on GPUs
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A 23-minute video from ICPP2022: “A single-tree algorithm to compute the Euclidean minimum spanning tree on GPUs”.
20:24ADSTS: Automatic Distributed Storage Tuning System Using Deep Reinforcement Learning
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A 20-minute video from ICPP2022: “ADSTS: Automatic Distributed Storage Tuning System Using Deep Reinforcement Learning”.
17:32Accelerating Parallel First-Principles Excited-State calculation by Low-Rank Approximation
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A 18-minute video from ICPP2022: “Accelerating Parallel First-Principles Excited-State calculation by Low-Rank Approximation”.
21:06Accelerating Random Forest Classification on GPU and FPGA
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A 21-minute video from ICPP2022: “Accelerating Random Forest Classification on GPU and FPGA”.
21:29Acuerdo: Fast Atomic Broadcast over RDMA
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A 21-minute video from ICPP2022: “Acuerdo: Fast Atomic Broadcast over RDMA”.
19:41Adaptive and Efficient GPU Time Sharing for Hyperparameter Tuning in Cloud
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A 20-minute video from ICPP2022: “Adaptive and Efficient GPU Time Sharing for Hyperparameter Tuning in Cloud”.
15:21An Online Learning Approach for Client Selection in Federated Edge Learning under Budget Constraint
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A 15-minute video from ICPP2022: “An Online Learning Approach for Client Selection in Federated Edge Learning under Budget Constraint”.
25:57Analyzing Performance and Power-Efficiency Variations among NVIDIA GPUs
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A 26-minute video from ICPP2022: “Analyzing Performance and Power-Efficiency Variations among NVIDIA GPUs”.
16:29Aperiodic Local SGD: Beyond Local SGD
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A 16-minute video from ICPP2022: “Aperiodic Local SGD: Beyond Local SGD”.
18:58Atos: A Task-Parallel GPU Scheduler for Graph Analytics
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A 19-minute video from ICPP2022: “Atos: A Task-Parallel GPU Scheduler for Graph Analytics”.
19:39Automatic Differentiation of Parallel Loops with Formal Methods
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A 20-minute video from ICPP2022: “Automatic Differentiation of Parallel Loops with Formal Methods”.
16:02Automatically Generating High-performance Matrix Multiplication Kernels on the Latest Sunway Proc.
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A 16-minute video from ICPP2022: “Automatically Generating High-performance Matrix Multiplication Kernels on the Latest Sunway Proc.”.
20:25BSCache: A Brisk Semantic Caching Scheme for Cloud-based Performance Monitoring Timeseries Systems
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A 20-minute video from ICPP2022: “BSCache: A Brisk Semantic Caching Scheme for Cloud-based Performance Monitoring Timeseries Systems”.
16:19BULB: Lightweight and Automated Load Balancing for Fast Datacenter Networks
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A 16-minute video from ICPP2022: “BULB: Lightweight and Automated Load Balancing for Fast Datacenter Networks”.
26:59BWA-MEM-SCALE: Accelerating Genome Sequence Mapping on Commodity Servers
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A 27-minute video from ICPP2022: “BWA-MEM-SCALE: Accelerating Genome Sequence Mapping on Commodity Servers”.
17:46Boosting Cross-rack Multi-Stripe Repair in Heterogeneous Erasure-coded Clusters
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A 18-minute video from ICPP2022: “Boosting Cross-rack Multi-Stripe Repair in Heterogeneous Erasure-coded Clusters”.
19:40Cache-Poll: Containing Pollution in Non-Inclusive Caches Through Cache Partitioning
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A 20-minute video from ICPP2022: “Cache-Poll: Containing Pollution in Non-Inclusive Caches Through Cache Partitioning”.
15:19Characterizing Job Microarchitectural Profiles at Scale: Dataset and Analysis
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A 15-minute video from ICPP2022: “Characterizing Job Microarchitectural Profiles at Scale: Dataset and Analysis”.
16:28Characterizing and Optimizing Transformer Inference on ARM Many-core Processor
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A 16-minute video from ICPP2022: “Characterizing and Optimizing Transformer Inference on ARM Many-core Processor”.
14:57Counting Induced 6-Cycles in Bipartite Graphs
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A 15-minute video from ICPP2022: “Counting Induced 6-Cycles in Bipartite Graphs”.
16:17DC4: Reconstructing Data-Credit-Coupled Congestion Control for Data Centers
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A 16-minute video from ICPP2022: “DC4: Reconstructing Data-Credit-Coupled Congestion Control for Data Centers”.
22:31DRAM Cache Management with Request Granularity for NAND-based SSDs
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A 23-minute video from ICPP2022: “DRAM Cache Management with Request Granularity for NAND-based SSDs”.
15:01DeepCAT: A Cost-Efficient Online Configuration Auto-Tuning Approach for Big Data Frameworks
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A 15-minute video from ICPP2022: “DeepCAT: A Cost-Efficient Online Configuration Auto-Tuning Approach for Big Data Frameworks”.
22:13Distributed-Memory Parallel Contig Generation for De Novo Long-Read Genome Assembly
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A 22-minute video from ICPP2022: “Distributed-Memory Parallel Contig Generation for De Novo Long-Read Genome Assembly”.
20:26Dual-Side Sparse Systolic Array Architecture for Accelerating Convolutional Neural Network Training
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A 20-minute video from ICPP2022: “Dual-Side Sparse Systolic Array Architecture for Accelerating Convolutional Neural Network Training”.
25:22Dynamic Strategies for High Performance Training of Knowledge Graph Embeddings
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A 25-minute video from ICPP2022: “Dynamic Strategies for High Performance Training of Knowledge Graph Embeddings”.
20:41EasyView: Enabling and Scheduling Tensor Views in Deep Learning Compilers
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A 21-minute video from ICPP2022: “EasyView: Enabling and Scheduling Tensor Views in Deep Learning Compilers”.
18:28Eco-FL: Adaptive Federated Learning with Efficient Edge Collaborative Pipeline Training
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A 18-minute video from ICPP2022: “Eco-FL: Adaptive Federated Learning with Efficient Edge Collaborative Pipeline Training”.
19:18Efficient Phase-Functioned Real-time Character Control in Mobile Games: A TVM Enabled Approach
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A 19-minute video from ICPP2022: “Efficient Phase-Functioned Real-time Character Control in Mobile Games: A TVM Enabled Approach”.
21:10ElastiSim: A Batch-System Simulator for Malleable Workloads
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A 21-minute video from ICPP2022: “ElastiSim: A Batch-System Simulator for Malleable Workloads”.
14:45EmbRace: Accelerating Communication for Efficient Training of Sparse Deep Neural Networks
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A 15-minute video from ICPP2022: “EmbRace: Accelerating Communication for Efficient Training of Sparse Deep Neural Networks”.
16:51Enabling Latency-Sensitive DNN Inference via Joint Optimization of Model Surgery and Resource Alloc.
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A 17-minute video from ICPP2022: “Enabling Latency-Sensitive DNN Inference via Joint Optimization of Model Surgery and Resource Alloc.”.
14:51Energy-efficient Edge Server Management for Edge Computing: A Game-theoretical Approach
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A 15-minute video from ICPP2022: “Energy-efficient Edge Server Management for Edge Computing: A Game-theoretical Approach”.
23:21Exploiting CXL-based Memory for Distributed Deep Learning
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A 23-minute video from ICPP2022: “Exploiting CXL-based Memory for Distributed Deep Learning”.