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Empowering cloud computing with network acceleration: a survey
Modern interactive and data-intensive applications must operate under demanding time
constraints, prompting a shift toward the adoption of specialized software and hardware …
constraints, prompting a shift toward the adoption of specialized software and hardware …
Towards {Domain-Specific} network transport for distributed {DNN} training
The nature of machine learning (ML) applications exposes rich characteristics to underlying
network transport, yet little work has been done so far to systematically exploit these …
network transport, yet little work has been done so far to systematically exploit these …
Databases on modern networks: A decade of research that now comes into practice
Modern cloud networks are a fundamental pillar of data-intensive applications. They provide
high-speed transaction (packet) rates and low overhead, enabling, for instance, truly …
high-speed transaction (packet) rates and low overhead, enabling, for instance, truly …
High-throughput and flexible host networking for accelerated computing
Modern network hardware is able to meet the stringent bandwidth demands of applications
like GPU-accelerated AI. However, existing host network stacks offer a hard tradeoff …
like GPU-accelerated AI. However, existing host network stacks offer a hard tradeoff …
Enhancing load balancing with in-network recirculation to prevent packet reordering in lossless data centers
Many existing load balancing mechanisms work effectively in lossy datacenter networks
(DCNs), but they suffer from serious packet reordering in lossless Ethernet DCNs deployed …
(DCNs), but they suffer from serious packet reordering in lossless Ethernet DCNs deployed …
Deploying user-space {TCP} at cloud scale with {LUNA}
The TCP remains the workhorse protocol for many modern large-scale data centers.
However, the increasingly demanding performance expectations—led by advancement in …
However, the increasingly demanding performance expectations—led by advancement in …
Burstable cloud block storage with data processing units
Cloud block storage (CBS) is a key pillar of public clouds. Today's CBS distinguishes itself
from physical counterparts (eg, SSDs) by offering unique burst capability as well as …
from physical counterparts (eg, SSDs) by offering unique burst capability as well as …
Load balancing with multi-level signals for lossless datacenter networks
Various datacenter network (DCN) load balancing schemes have been proposed in the past
decade. Unfortunately, most of these solutions designed for lossy DCNs do not work well for …
decade. Unfortunately, most of these solutions designed for lossy DCNs do not work well for …
Enabling load balancing for lossless datacenters
Various datacenter network (DCN) load balancing schemes have been proposed in the past
decade. Unfortunately, most of these solutions designed for lossy DCNs do not work well for …
decade. Unfortunately, most of these solutions designed for lossy DCNs do not work well for …
Disaggregated database systems
Disaggregated database systems achieve unprecedented excellence in elasticity and
resource utilization at the cloud scale and have gained great momentum from both industry …
resource utilization at the cloud scale and have gained great momentum from both industry …