| 13-Jan |
Introduction |
|
Datacenter as a computer, Berkeley View on Cloud |
| 15-Jan |
Introduction |
|
|
| 20-Jan |
Data Center Workloads |
|
Workload Diversity,
Resource Central,
Alibaba Mixtures |
| 22-Jan |
Data Center Workloads |
|
Google Traces,
Serverless MS,
Alibaba Microservices,
Google RPCs |
| 27-Jan |
Server Hardware: Disaggregation |
|
Disaggregation Networking,
ReFlex,
AIFM,
Pond |
| 29-Jan |
Server Hardware: Acceleration and Virtualization |
Project Proposal |
TPU,
VCU,
Azure SmartNIC,
Virt. Book (Chapter 4-6) |
| 3-Feb |
Server Software: Low-latency OS |
|
Kernel vs User
DemiKernel,
SNAP,
ghOSt |
| 5-Feb |
Server Software: Cloud OS |
|
LegoOS
Firecracker,
Containers |
| 10-Feb |
Server Algorithms |
Quiz 1 (in-class) |
Efficient Policies,
Breakwater,
Host Congestion |
| 12-Feb |
Network Hardware: NICS |
|
RDMA Design Guidelines,
iPipe |
| 17-Feb |
Network Hardware: Switches |
|
|
| 19-Feb |
Network Hardware: Topology |
|
FatTree,
FatClique,
Jupiter |
| 24-Feb |
Network Hardware: Topology |
HW 1 (released) |
Jupiter++,
Lightwave,
Aquila |
| 26-Feb |
Project Proposal Presentations |
Project Proposal Presentations |
|
| 3-Mar |
Project Proposal Presentations |
|
|
| 5-Mar |
Network Software: Host Stacks |
|
PISCES,
Andromeda |
| 10-Mar |
Network Software: Programmable Switches |
HW 1 (deadline) |
P4,
RMT,
ATP |
| 12-Mar |
Network Software: SDN |
|
OpenFlow,
Orion,
CAPA |
| 17-Mar |
Network Algorithms: Congestion Control |
|
DCTCP,
Swift,
HPCC
NDP,
Homa,
SRD |
| 19-Mar |
Network Algorithms: Resource Scheduling |
Quiz 2 (in-class) |
FairCloud,
Coflows,
FastPass, pFabric,
NUMFabric |
| 24-Mar |
Spring Break |
|
|
| 26-Mar |
Spring Break |
|
|
| 31-Mar |
Cluster Hardware: Power and Cooling |
HW 2 (released) |
Datacenter as a computer |
| 2-Apr |
Cluster Software: OS |
Project Progress Report |
Borg,
Twine,
MESOS,
Protean |
| 7-Apr |
Cluster Software: Cluster-scale Applications |
|
Spark,
Ray |
| 9-Apr |
Cluster Software: Cluster-scale Applications |
|
|
| 14-Apr |
Cluster Algorithms: Scheduling |
|
Tetris,
Themis, DRF,
Decima |
| 16-Apr |
Cluster Algorithms: Scheduling |
HW 2 (deadline) |
Dynamo,
SmoothOperator,
Prediction for power |
| 21-Apr |
Project Presentations |
Project Presentations |
|
| 23-Apr |
Project Presentations |
|
|
| 28-Apr |
Final Exam (in-class) |
Project Final Report |
|
