This papers surveys the myriad issues involved in the process of formation of peering relationships between various ISPs. Instead of concentrating on the technical issues involved, the author provides a high level insight into the view point of an ISP on the entire process of formation of peering relationship. The author starts by explaining the motivations (reduction in user perceived latencies, cost of operations etc.) for a new peering. He then touches upon the facts (traffic asymmetry leading to negligible benefits, loss of transit revenue etc) which might dissuade an ISP from forming a peering relationship. Next the author outlines the major steps in formation of a peering relationship, viz.,: 1. Identification of most promising candidates which mainly depends on the predicted volumes of traffic inter-flow with the peer and associated gains in revenue (reduction in transit traffic). This apart it also depends on the ISP's internal policies on peering and broader business arrangements. 2. Contacting the right person at the prospective peer ISP and preliminary negotiation about peering proposal. The negotiation essentially involves proposing a peering relationship and providing evidence ( traffic data related statistics) in support of the proposal. 3. Deciding on the exact methodology of implementing the peering. This step involves selection of location, type of interconnection (direct circuit Vs. Exchange based) and policies regarding operation and maintenance of the peering. The decisions made at this stage are influenced by the goal of making the peering work as soon as possible and to ensure smooth operation over time at the least possible cost. Takeaways: 1. The decision to form peering with another ISP is a hard one to make and involves consideration of a host of issues, not all of which are related to networking. 2. The business goal of an ISP might not always align with the goal enhancing the overall Internet performance. For example, the latter goal might dictate formation of peering connections with a rival ISP (leading to enhanced experience for end users) but this might turn out to be more beneficial to the rival and hence, against the former goal. This underscores the importance of devising strategies to ensure that the two goals are as much aligned as possible, such schemes seem to be missing in the current state-of-art. 3. The author mentions that intuition to be the main factor on deciding the usefulness of a peering relationship and the location of the interconnection. This is because of the huge amount of data processing involved in carrying out proper statistical studies. However, recent advancements in algorithms like data streaming algorithms might lead to more efficient methods to provide better information about the traffic patterns. This in turn would help facilitate the decision process.