Machine Learning (ML)

The term machine learning or ML is in vogue today and it seems like computer scientists are using it for everything. A dictionary style definition of ML is “the use of algorithms and mathematical models to aid computer systems in progressively improving their performance on a specific task”. This could be applied to anything from heating and cooling systems to self-driving vehicles.

One of Accolade’s partners, OPNids, uses machine learning techniques to enhance the efficacy of a popular security platform called Suricata. With ML the number of false positives or alerts from Suricata are reduced as the algorithms begin to understand the nature and patterns of the threats that are being detected.

In general, the use of ML techniques to aid in improving computer security is growing rapidly and in time ML will simply be a necessary part of all security products. There are numerous startups, such as Blue Hexagon and others, that are attacking security head on with ML and related techniques. Some may refer to it as “Artificial Intelligence” but the concept is the same.

Host CPU Offload Product Features Summary
wdt_ID Speed 1G 10G 10G 10G 10G/40G 10G/40G 100G 100G 100G 100G
1 Model ANIC-4Ku ANIC-20Ku ANIC-40Ku ANIC-40Kq ANIC-80Ku ATLAS-1000
Platform
ANIC-100Kq ANIC-200Ku ANIC-200K
Flex
ANIC-200Kq
2 Port/Type 4 X 1G SFP 2 X 10GSFP+ 4 X 10GSFP+ 1 X 40G4
X 10GQSFP+
2 X
40G8 X
10GQSFP+
SFP+
2 X
40GQSFP4
X10GSFP+
1 X
100GQSFP28
2 X
100GCFP4
2 X
40G2 X
100GQSFP28
2 X
100GQSFP28
3 PCIe Interface Gen3 x8 Gen3 x8 Gen3 x8 Gen3 x8 Gen3 x8 Gen3 x8 Gen3 x16 Gen3 x16 Gen3 x16 Gen3 x16
4 Dimensions
(H x L inches)
4.25 x 6.5   4.25 x 6.25 4.25 x 6.25 4.25 x 6.25 4.25 x 6.25 1.75 x12.28x14 4.25 x 10.5 4.25 x 10.5 4.25 x 6.5 4.25 x 10.5
5 Memory 32MB 4G 4G 4G 4G 16/32G 12G 12G 8G 12G
6 Timestamp 5.7 nS 5.7 nS 5.7 nS 5.7 nS 5.7 nS 5.7 nS 4 nS 4 nS 4 nS 4 nS
7 100% Packet
Capture
8 Gigamon, Arista
Timestamp
9 Packet Merging
10 Packet Parsing

About Accolade

Accolade is the technology leader in FPGA-based Host CPU Offload and 100% Packet Capture PCIe NIC’s and Scalable 1U Platforms. Accolade’s line of 1-100GE products enable 100% packet capture, flow classification, flow shunting, deduplication, packet filtering and more. Our customers are global leaders in network monitoring & cybersecurity applications as well as in the network test and measurement, telecom and video stream monitoring markets.

FPGA Acceleration Features

100% Packet Capture | Flow Classification | Flow Shunting | Precise Time Stamping | Packet Merging | Packet Slicing | Packet Parsing | Packet Filtering | Deduplication | Host Packet Buffer | Packet Steering | Direct Memory Access (DMA) | Statistics (RMON1)

Free Product Evaluation

Resolve all your host CPU offload bottlenecks. Share Your Technical Requirements with our FPGA and software experts to tailor the optimal solution. Accolade offers a 60 day free product evaluation for qualified customers to fully test and evaluate our products.