#splitcomputing - Twitter Hashtag

about 1 year ago

2/4 📚 Specifically, this is a curated collection of cutting-edge research, tools, and frameworks focused on #SplitComputing and #EarlyExit, the emerging paradigm that brings learning models closer to the edge by distributing workloads between devices and the cloud.

1

0

10

Luigi Capogrosso @l_capogrosso

over 1 year ago

A huge thanks to @Galfurian, @MarcoCristani, Franco Fummi, and Samarjit Chakraborty 💪 #SplitComputing #KnapsackProblem #DeepNeuralNetworks #EdgeDevices

0

1

0

34

Luigi Capogrosso @l_capogrosso

almost 2 years ago

🏠 Don't forget to check out the "More Research" section to explore our work on #SplitComputing over the years! A big thank you to all the other co-authors of this paper: Shengjie Xu, Enrico Fraccaroli, @MarcoCristani, Franco Fummi, and Samarjit Chakraborty 💪

0

78

Luigi Capogrosso @l_capogrosso

almost 2 years ago

I'm super happy that our paper, "Learning-Enabled CPS for Edge-Cloud Computing", in collaboration with @UNC, has been accepted to the 14th Symposium on Industrial Embedded Systems! 🌍 You can find out more at: https://t.co/Nbx312NeUd. #SplitComputing #CPS #Edge #Cloud

1

0

115

Luigi Capogrosso @l_capogrosso

almost 2 years ago

1️⃣ We introduce a novel approach by combining the concept of predefined #sparsity with #SplitComputing and #EarlyExit. 2️⃣ Specifically, we show how predefined sparsity significantly reduces the computational, storage, and energy burdens during the training and inference phases.

1

0

69

Luigi Capogrosso @l_capogrosso

almost 2 years ago

🧱 We added another brick to our research on #DistributedDeepLearning through Split Computing! 💥 I'm pleased that our recent paper, "Enhancing #SplitComputing and #EarlyExit Applications through Predefined #Sparsity", in collaboration with @UNC, has been accepted to #FLD2024!

l_capogrosso's tweet photo. 🧱 We added another brick to our research on #DistributedDeepLearning through Split Computing!

💥 I'm pleased that our recent paper, "Enhancing #SplitComputing and #EarlyExit Applications through Predefined #Sparsity", in collaboration with @UNC, has been accepted to #FLD2024! https://t.co/j8w9p2x40J

1

0

200

Free 6G Training @6Gtraining

about 3 years ago

Free 6G Training: 6G Native Extensions for XR Technologies (6G NeXt) - https://t.co/TzpknHVua8 #Free6Gtraining #6G #5G #B5G #3G4G5G #Germany #6GNext #XR #ExtendedReality #SplitComputing #CloudNative #HolographicCommunication #HOLOCOM #IntelligentDrones #3Dvideo

6Gtraining's tweet photo. Free 6G Training: 6G Native Extensions for XR Technologies (6G NeXt) - https://t.co/TzpknHVua8

#Free6Gtraining #6G #5G #B5G #3G4G5G #Germany #6GNext #XR #ExtendedReality #SplitComputing #CloudNative #HolographicCommunication #HOLOCOM #IntelligentDrones #3Dvideo https://t.co/rQdV90a17J

0

1

9

0

820

Luigi Capogrosso @l_capogrosso

over 3 years ago

Starting March in the best way possible! 🥳 Very excited to share that I had two papers accepted at #DDECS2023! 🔥 Very cool topics, including #SplitComputing and #BinaryGraphs! 📚 I will post details about each project soon ☺️ #deeplearning #embeddedsystems #formalmethods

l_capogrosso's tweet photo. Starting March in the best way possible! 🥳
Very excited to share that I had two papers accepted at #DDECS2023! 🔥

Very cool topics, including #SplitComputing and #BinaryGraphs! 📚
I will post details about each project soon ☺️

#deeplearning #embeddedsystems #formalmethods https://t.co/Z7cy0KFhOy

0

6

0

119

Luigi Capogrosso @l_capogrosso

over 3 years ago

🔎 Proceedings available! Our paper "I-SPLIT: Deep Network Interpretability for #SplitComputing" accepted @ICPRinfo 2022 is now available on @IEEEXplore; https://t.co/WPUhj7ZxQW. Read it! 😎 💻 Here, the official PyTorch implementation of the framework: https://t.co/K1EyCBeJju.

0

2

1

0

Luigi Capogrosso @l_capogrosso

over 3 years ago

"I-SPLIT: Deep Network Interpretability for Split Computing" is now available on arXiv! 🚀 Check out our work: https://t.co/kcacmNAMVq! 😎 #deepneuralnetworks #splitcomputing

1

0

Luigi Capogrosso @l_capogrosso

over 3 years ago

Now available on #arXiv. Check it out! 😎 #deepneuralnetworks #splitcomputing

arXiv Daily

@Arxiv_Daily

over 3 years ago

I-SPLIT: Deep Network Interpretability for Split Computing https://t.co/shF8VBsHgt by Federico Cunico et al. including @l_capogrosso #NeuralNetwork #Neurons

0

2

0

2

0

Xenofon Vasilakos @xvasilakos_

over 3 years ago

Details about the talks and panel discussion: https://t.co/3XqLm99Qqj @5gasp #5gasp #ECOC2022 #ECOC #splitcomputing #5G #6G #sdn #networks

Xenofon Vasilakos @xvasilakos_

over 3 years ago

Many thanks to the organisers of the workshop on the "Role of optical network for split computing between the edge and cloud in support of ultra low latency services", participants, and to the panel of incredible speakers. Talk: https://t.co/A4WxPcMaKh

0

1

0

1

0

Federico Cunico @federico_cunico

almost 4 years ago

I am excited to announce that our newest paper "I-Split: Deep Network Interpretability for Split Computing" has been accepted at #ICPR2022! 🥳 #deepneuralnetworks #splitcomputing #embeddedsystems

federico_cunico's tweet photo. I am excited to announce that our newest paper "I-Split: Deep Network Interpretability for Split Computing" has been accepted at #ICPR2022! 🥳

#deepneuralnetworks #splitcomputing #embeddedsystems https://t.co/RFcozfCyZ7

1

6

0

Luigi Capogrosso @l_capogrosso

almost 4 years ago

Happy to announce that our paper "I-Split: Deep Network Interpretability for Split Computing" has been accepted at #ICPR2022! 🥳 More information below 🧵 #deepneuralnetworks #splitcomputing #embeddedsystems