Despite many years of improvements to it, TCP still suffers from an unsatisfactory
performance. For services dominated by short flows (eg, web search and e-commerce), TCP …

With the booming development of artificial intelligence (AI), a series of relevant applications
are emerging and promoting an all-rounded reform of the industry. As the major technology …

In a TCP/IP network, a key to ensure efficient and fair sharing of network resources among
its users is the TCP congestion control (CC) scheme. Previously, the design of TCP CC …

Additive key performance indicators (KPIs)(such as page view (PV), revenue, and error
count) with multi-dimensional attributes (such as ISP, Province, and DataCenter) are …

Operators of online software services periodically collect various measures with many
attributes. When a measure becomes abnormal, indicating service problems such as …

Modern cloud platforms allow customers to flexibly allocate or release computing resources.
One crucial scenario is how to drive existing VMs to a specific state by a given deadline in a …

The key challenge for large scale software system maintenance is to minimize the
troubleshooting time when severe system anomaly (eg, server failure, link congestion …

Predicting future performance curve and mining the top-K influential KPIs are two important
tasks for Database Management System (DBMS) operations. In this paper, we propose a …

当代社会生产生活的许多方面都依赖于大型复杂的软硬件系统, 包括互联网, 高性能计算, 电信,
金融, 电力网络, 物联网, 医疗网络和设备, 航空航天, 军用设备及网络等. 这些系统的用户都期待 …

Latency, which directly affects the user experience and revenue of web services, is far from
ideal in reality, due to the well-known TCP flow startup problem. Specifically, since TCP …